From c022e47c3d9fb1c4078fad860faa006857dd6057 Mon Sep 17 00:00:00 2001
From: Claude <noreply@anthropic.com>
Date: Thu, 16 Jul 2026 03:06:49 +0000
Subject: [PATCH 01/10] fix(experiments): correct 404 detail links on redlines
 and ndeltas index pages
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

The index pages linked to top-level /redlines/{configId} and /ndeltas/{modelId},
which don't exist — the detail routes live under /experiments/.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_017bEpzahprA9rLt1wxxTKgy
---
 src/app/experiments/ndeltas/page.tsx  | 2 +-
 src/app/experiments/redlines/page.tsx | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/app/experiments/ndeltas/page.tsx b/src/app/experiments/ndeltas/page.tsx
index d9e509f2..edfa7292 100644
--- a/src/app/experiments/ndeltas/page.tsx
+++ b/src/app/experiments/ndeltas/page.tsx
@@ -49,7 +49,7 @@ export default async function NDeltasIndexPage() {
                       <td className="px-3 py-2 font-mono">{m.medianDelta !== null && m.medianDelta !== undefined ? m.medianDelta.toFixed(3) : '—'}</td>
                       <td className="px-3 py-2">{m.totalEntries}</td>
                       <td className="px-3 py-2">{new Date(m.generatedAt).toLocaleString()}</td>
-                      <td className="px-3 py-2"><Link className="underline" href={`/ndeltas/${encodeURIComponent(m.modelId)}`}>View details</Link></td>
+                      <td className="px-3 py-2"><Link className="underline" href={`/experiments/ndeltas/${encodeURIComponent(m.modelId)}`}>View details</Link></td>
                     </tr>
                   ))}
                 </tbody>
diff --git a/src/app/experiments/redlines/page.tsx b/src/app/experiments/redlines/page.tsx
index cae9f854..254f21e8 100644
--- a/src/app/experiments/redlines/page.tsx
+++ b/src/app/experiments/redlines/page.tsx
@@ -85,7 +85,7 @@ export default async function RedlinesIndexPage() {
               <div className="truncate">
                 <div className="font-medium truncate">
                   <a 
-                    href={`/redlines/${encodeURIComponent(it.configId)}`}
+                    href={`/experiments/redlines/${encodeURIComponent(it.configId)}`}
                     className="text-blue-600 hover:text-blue-800 dark:text-blue-400 dark:hover:text-blue-200"
                   >
                     {it.configId}

From 7ab7fbe5ded5988ef99dc3c9f72c48ca7f80946b Mon Sep 17 00:00:00 2001
From: Claude <noreply@anthropic.com>
Date: Thu, 16 Jul 2026 03:07:56 +0000
Subject: [PATCH 02/10] =?UTF-8?q?chore:=20remove=20dead=20code=20=E2=80=94?=
 =?UTF-8?q?=20/v2=20prototype,=20orphaned=20components,=20archived=20pilot?=
 =?UTF-8?q?=20v1,=20dangling=20scripts?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

- src/app/v2: duplicate homepage prototype, no inbound links anywhere
- NavBarV2: imported only by the deleted v2 layout
- SearchAutocomplete: zero importers
- pilot/india-multilingual/_archive_v1: explicitly archived, unreferenced
- package.json scripts test:personality / compare:personality / test:preference /
  test:self-preference pointed at CLI files that no longer exist

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_017bEpzahprA9rLt1wxxTKgy
---
 package.json                                  |   4 -
 src/app/components/NavBarV2.tsx               | 488 ----------------
 src/app/components/SearchAutocomplete.tsx     | 351 ------------
 src/app/pilot/india-multilingual/README.md    |   1 -
 .../india-multilingual/_archive_v1/PLAN.md    | 502 -----------------
 .../_archive_v1/PilotClient.tsx               | 197 -------
 .../_archive_v1/components/BreakdownTable.tsx | 133 -----
 .../components/DataQualitySection.tsx         | 184 ------
 .../components/DisagreementExplorer.tsx       | 224 --------
 .../components/ExemplarWorkers.tsx            | 227 --------
 .../_archive_v1/components/FeaturedCases.tsx  | 531 ------------------
 .../_archive_v1/components/FilterBar.tsx      | 116 ----
 .../components/FindingsSection.tsx            | 126 -----
 .../components/HeadToHeadResults.tsx          | 180 ------
 .../_archive_v1/components/HeroSection.tsx    |  62 --
 .../components/HumanLLMComparison.tsx         | 127 -----
 .../components/ImplicationsSection.tsx        | 112 ----
 .../components/MethodologySection.tsx         | 125 -----
 .../components/ModelPerformanceSection.tsx    | 240 --------
 .../_archive_v1/components/PilotFooter.tsx    |  48 --
 .../_archive_v1/components/PromptDetails.tsx  | 171 ------
 .../_archive_v1/components/PromptExplorer.tsx | 213 -------
 .../_archive_v1/components/PromptRow.tsx      | 135 -----
 .../india-multilingual/_archive_v1/page.tsx   |  63 ---
 src/app/v2/layout.tsx                         |  25 -
 src/app/v2/page.tsx                           | 208 -------
 26 files changed, 4793 deletions(-)
 delete mode 100644 src/app/components/NavBarV2.tsx
 delete mode 100644 src/app/components/SearchAutocomplete.tsx
 delete mode 100644 src/app/pilot/india-multilingual/_archive_v1/PLAN.md
 delete mode 100644 src/app/pilot/india-multilingual/_archive_v1/PilotClient.tsx
 delete mode 100644 src/app/pilot/india-multilingual/_archive_v1/components/BreakdownTable.tsx
 delete mode 100644 src/app/pilot/india-multilingual/_archive_v1/components/DataQualitySection.tsx
 delete mode 100644 src/app/pilot/india-multilingual/_archive_v1/components/DisagreementExplorer.tsx
 delete mode 100644 src/app/pilot/india-multilingual/_archive_v1/components/ExemplarWorkers.tsx
 delete mode 100644 src/app/pilot/india-multilingual/_archive_v1/components/FeaturedCases.tsx
 delete mode 100644 src/app/pilot/india-multilingual/_archive_v1/components/FilterBar.tsx
 delete mode 100644 src/app/pilot/india-multilingual/_archive_v1/components/FindingsSection.tsx
 delete mode 100644 src/app/pilot/india-multilingual/_archive_v1/components/HeadToHeadResults.tsx
 delete mode 100644 src/app/pilot/india-multilingual/_archive_v1/components/HeroSection.tsx
 delete mode 100644 src/app/pilot/india-multilingual/_archive_v1/components/HumanLLMComparison.tsx
 delete mode 100644 src/app/pilot/india-multilingual/_archive_v1/components/ImplicationsSection.tsx
 delete mode 100644 src/app/pilot/india-multilingual/_archive_v1/components/MethodologySection.tsx
 delete mode 100644 src/app/pilot/india-multilingual/_archive_v1/components/ModelPerformanceSection.tsx
 delete mode 100644 src/app/pilot/india-multilingual/_archive_v1/components/PilotFooter.tsx
 delete mode 100644 src/app/pilot/india-multilingual/_archive_v1/components/PromptDetails.tsx
 delete mode 100644 src/app/pilot/india-multilingual/_archive_v1/components/PromptExplorer.tsx
 delete mode 100644 src/app/pilot/india-multilingual/_archive_v1/components/PromptRow.tsx
 delete mode 100644 src/app/pilot/india-multilingual/_archive_v1/page.tsx
 delete mode 100644 src/app/v2/layout.tsx
 delete mode 100644 src/app/v2/page.tsx

diff --git a/package.json b/package.json
index e8553287..6eaead1a 100644
--- a/package.json
+++ b/package.json
@@ -25,10 +25,6 @@
     "test:e2e:ui": "playwright test --ui",
     "test:e2e:report": "playwright show-report",
     "pr:screenshots": "node scripts/pr-screenshots.mjs",
-    "test:personality": "tsx src/cli/personality-test.ts",
-    "compare:personality": "tsx src/cli/compare-personality.ts",
-    "test:preference": "tsx src/cli/preference-test.ts",
-    "test:self-preference": "tsx src/cli/self-preference-test.ts",
     "cli": "tsx --no-cache -r ./src/cli/env-loader.js src/cli/index.ts",
     "cli:generate-pain-points": "pnpm cli generate-pain-points",
     "cli:annotate-pain-points": "pnpm cli annotate-pain-points",
diff --git a/src/app/components/NavBarV2.tsx b/src/app/components/NavBarV2.tsx
deleted file mode 100644
index a0e48e1d..00000000
--- a/src/app/components/NavBarV2.tsx
+++ /dev/null
@@ -1,488 +0,0 @@
-'use client';
-
-import React, { useState, useEffect, useRef, useCallback } from 'react';
-import Link from 'next/link';
-import { useRouter } from 'next/navigation';
-import CIPLogo from '@/components/icons/CIPLogo';
-import Icon from '@/components/ui/icon';
-import { Input } from '@/components/ui/input';
-import { Button } from '@/components/ui/button';
-import Fuse from 'fuse.js';
-import { AutocompleteEntry } from '@/cli/types/cli_types';
-import { cn } from '@/lib/utils';
-
-const NAV_LINKS = [
-    { href: '/', label: 'Home' },
-    { href: '#', label: 'Our Methodology', disabled: true },
-    { href: '#', label: 'About Weval', disabled: true },
-];
-
-const ACTION_LINKS = [
-    { href: '#', label: 'Suggest Eval', disabled: true },
-    { href: '/sandbox', label: 'Create Eval', disabled: false, primary: true },
-];
-
-export function NavBarV2() {
-    const router = useRouter();
-    const [mobileMenuOpen, setMobileMenuOpen] = useState(false);
-    const [searchFocused, setSearchFocused] = useState(false);
-    const [query, setQuery] = useState('');
-    const [suggestions, setSuggestions] = useState<AutocompleteEntry[]>([]);
-    const [selectedIndex, setSelectedIndex] = useState(-1);
-    const [fuse, setFuse] = useState<Fuse<AutocompleteEntry> | null>(null);
-    const [isLoading, setIsLoading] = useState(true);
-    const inputRef = useRef<HTMLInputElement>(null);
-    const containerRef = useRef<HTMLDivElement>(null);
-    const listRef = useRef<HTMLUListElement>(null);
-
-    // Load autocomplete index
-    useEffect(() => {
-        async function loadIndex() {
-            try {
-                const response = await fetch('/api/autocomplete');
-                if (response.ok) {
-                    const data = await response.json();
-                    setFuse(new Fuse(data, {
-                        keys: [
-                            { name: 'title', weight: 2 },
-                            { name: 'keywords', weight: 1.5 },
-                            { name: 'tags', weight: 1.2 },
-                            { name: 'snippet', weight: 0.8 },
-                            { name: 'domain', weight: 1 },
-                        ],
-                        threshold: 0.4,
-                        includeScore: true,
-                        minMatchCharLength: 2,
-                        ignoreLocation: true,
-                    }));
-                }
-            } catch (error) {
-                console.error('Failed to load autocomplete index:', error);
-            } finally {
-                setIsLoading(false);
-            }
-        }
-        loadIndex();
-    }, []);
-
-    // Update suggestions
-    useEffect(() => {
-        if (!fuse || query.length < 2) {
-            setSuggestions([]);
-            return;
-        }
-        const results = fuse.search(query);
-        setSuggestions(results.slice(0, 5).map(r => r.item));
-        setSelectedIndex(-1);
-    }, [query, fuse]);
-
-    // Close on click outside
-    useEffect(() => {
-        function handleClickOutside(event: MouseEvent) {
-            if (containerRef.current && !containerRef.current.contains(event.target as Node)) {
-                setSearchFocused(false);
-            }
-        }
-        document.addEventListener('mousedown', handleClickOutside);
-        return () => document.removeEventListener('mousedown', handleClickOutside);
-    }, []);
-
-    // Escape key handling
-    useEffect(() => {
-        function handleEscape(event: KeyboardEvent) {
-            if (event.key === 'Escape') {
-                setSearchFocused(false);
-                setMobileMenuOpen(false);
-                inputRef.current?.blur();
-            }
-        }
-        document.addEventListener('keydown', handleEscape);
-        return () => document.removeEventListener('keydown', handleEscape);
-    }, []);
-
-    // Scroll selected into view
-    useEffect(() => {
-        if (selectedIndex >= 0 && listRef.current) {
-            const el = listRef.current.children[selectedIndex] as HTMLElement;
-            el?.scrollIntoView({ block: 'nearest' });
-        }
-    }, [selectedIndex]);
-
-    const handleSelect = useCallback((entry: AutocompleteEntry) => {
-        setQuery('');
-        setSearchFocused(false);
-        router.push(`/analysis/${entry.configId}`);
-    }, [router]);
-
-    const handleKeyDown = (e: React.KeyboardEvent) => {
-        const showDropdown = searchFocused && (suggestions.length > 0 || query.length > 2);
-
-        if (!showDropdown) {
-            if (e.key === 'Enter' && query.length > 2) {
-                router.push(`/all?q=${encodeURIComponent(query)}`);
-                setSearchFocused(false);
-            }
-            return;
-        }
-
-        const totalOptions = suggestions.length + (query.length > 2 ? 1 : 0);
-
-        switch (e.key) {
-            case 'ArrowDown':
-                e.preventDefault();
-                setSelectedIndex(prev => prev < totalOptions - 1 ? prev + 1 : prev);
-                break;
-            case 'ArrowUp':
-                e.preventDefault();
-                setSelectedIndex(prev => prev > 0 ? prev - 1 : -1);
-                break;
-            case 'Enter':
-                e.preventDefault();
-                if (selectedIndex >= 0 && selectedIndex < suggestions.length) {
-                    handleSelect(suggestions[selectedIndex]);
-                } else if (query.length > 2) {
-                    router.push(`/all?q=${encodeURIComponent(query)}`);
-                    setSearchFocused(false);
-                }
-                break;
-        }
-    };
-
-    const showDropdown = searchFocused && (suggestions.length > 0 || (query.length > 2 && !isLoading));
-    const listboxId = 'navbar-search-listbox';
-    const getOptionId = (idx: number) => `navbar-search-option-${idx}`;
-
-    return (
-        <>
-            {/* Mobile search overlay */}
-            {searchFocused && (
-                <div className="fixed inset-0 bg-background/95 backdrop-blur-sm z-50 md:hidden">
-                    <div className="p-4">
-                        <div className="flex items-center gap-3 mb-4">
-                            <button
-                                onClick={() => {
-                                    setSearchFocused(false);
-                                    setQuery('');
-                                }}
-                                className="p-2 -ml-2 text-muted-foreground hover:text-foreground"
-                                aria-label="Close search"
-                            >
-                                <Icon name="arrow-left" className="h-5 w-5" />
-                            </button>
-                            <span className="text-sm font-medium text-muted-foreground">Search evaluations</span>
-                        </div>
-                        <div ref={containerRef} className="relative">
-                            <div className="absolute inset-y-0 left-0 pl-4 flex items-center pointer-events-none">
-                                <Icon name="search" className="h-5 w-5 text-muted-foreground" />
-                            </div>
-                            <Input
-                                ref={inputRef}
-                                type="search"
-                                role="combobox"
-                                aria-expanded={showDropdown}
-                                aria-haspopup="listbox"
-                                aria-controls={showDropdown ? listboxId : undefined}
-                                aria-activedescendant={selectedIndex >= 0 ? getOptionId(selectedIndex) : undefined}
-                                placeholder="Search..."
-                                value={query}
-                                onChange={(e) => setQuery(e.target.value)}
-                                onKeyDown={handleKeyDown}
-                                className="w-full pl-11 pr-4 py-3 text-base rounded-lg bg-white dark:bg-card"
-                                autoFocus
-                                autoComplete="off"
-                            />
-                            {showDropdown && (
-                                <div className="absolute z-50 w-full mt-2 bg-white dark:bg-card border border-border rounded-lg shadow-xl max-h-[60vh] overflow-y-auto">
-                                    <ul ref={listRef} role="listbox" id={listboxId} className="py-1">
-                                        {suggestions.map((entry, idx) => (
-                                            <li
-                                                key={entry.configId}
-                                                id={getOptionId(idx)}
-                                                role="option"
-                                                aria-selected={idx === selectedIndex}
-                                            >
-                                                <button
-                                                    type="button"
-                                                    className={cn(
-                                                        "w-full px-4 py-3 text-left hover:bg-muted/50",
-                                                        idx === selectedIndex && "bg-muted"
-                                                    )}
-                                                    onClick={() => handleSelect(entry)}
-                                                    tabIndex={-1}
-                                                >
-                                                    <div className="font-medium truncate">{entry.title}</div>
-                                                    <div className="text-sm text-muted-foreground truncate">{entry.snippet}</div>
-                                                </button>
-                                            </li>
-                                        ))}
-                                        {query.length > 2 && (
-                                            <li
-                                                id={getOptionId(suggestions.length)}
-                                                role="option"
-                                                aria-selected={selectedIndex === suggestions.length}
-                                            >
-                                                <button
-                                                    type="button"
-                                                    className={cn(
-                                                        "w-full px-4 py-3 text-left text-sm hover:bg-muted/50 flex items-center gap-2 border-t border-border",
-                                                        selectedIndex === suggestions.length && "bg-muted"
-                                                    )}
-                                                    onClick={() => {
-                                                        router.push(`/all?q=${encodeURIComponent(query)}`);
-                                                        setSearchFocused(false);
-                                                    }}
-                                                    tabIndex={-1}
-                                                >
-                                                    <Icon name="arrow-right" className="h-4 w-4" />
-                                                    <span>Search for &quot;{query}&quot;</span>
-                                                </button>
-                                            </li>
-                                        )}
-                                    </ul>
-                                </div>
-                            )}
-                        </div>
-                    </div>
-                </div>
-            )}
-
-            {/* Mobile menu overlay */}
-            {mobileMenuOpen && (
-                <div className="fixed inset-0 bg-background/95 backdrop-blur-sm z-50 md:hidden">
-                    <div className="p-4">
-                        <div className="flex items-center justify-between mb-6">
-                            <Link href="/" className="flex items-center gap-2" onClick={() => setMobileMenuOpen(false)}>
-                                <CIPLogo className="w-8 h-8 text-foreground" />
-                                <span className="text-2xl font-bold">
-                                    <span style={{ fontWeight: 700 }}>w</span>
-                                    <span style={{ fontWeight: 200 }}>eval</span>
-                                </span>
-                            </Link>
-                            <button
-                                onClick={() => setMobileMenuOpen(false)}
-                                className="p-2 text-muted-foreground hover:text-foreground"
-                                aria-label="Close menu"
-                            >
-                                <Icon name="x" className="h-6 w-6" />
-                            </button>
-                        </div>
-                        <nav className="space-y-1">
-                            {NAV_LINKS.map(link => (
-                                <Link
-                                    key={link.label}
-                                    href={link.href}
-                                    onClick={() => setMobileMenuOpen(false)}
-                                    className={cn(
-                                        "block px-4 py-3 rounded-lg text-lg",
-                                        link.disabled
-                                            ? "text-muted-foreground cursor-not-allowed"
-                                            : "hover:bg-muted"
-                                    )}
-                                    aria-disabled={link.disabled}
-                                >
-                                    {link.label}
-                                </Link>
-                            ))}
-                        </nav>
-                        <div className="border-t border-border my-4" />
-                        <div className="space-y-2">
-                            {ACTION_LINKS.map(link => (
-                                <Link
-                                    key={link.label}
-                                    href={link.href}
-                                    onClick={() => !link.disabled && setMobileMenuOpen(false)}
-                                    className={cn(
-                                        "block px-4 py-3 rounded-lg text-center",
-                                        link.disabled
-                                            ? "text-muted-foreground bg-muted/50 cursor-not-allowed"
-                                            : link.primary
-                                                ? "bg-primary text-primary-foreground hover:bg-primary/90"
-                                                : "bg-muted hover:bg-muted/80"
-                                    )}
-                                    aria-disabled={link.disabled}
-                                >
-                                    {link.label}
-                                </Link>
-                            ))}
-                        </div>
-                    </div>
-                </div>
-            )}
-
-            {/* Main navbar */}
-            <header className="sticky top-0 z-40 w-full bg-background/95 backdrop-blur supports-[backdrop-filter]:bg-background/60 border-b border-border">
-                <div className="max-w-7xl mx-auto px-4 sm:px-6 lg:px-8">
-                    <div className="flex items-center justify-between h-16">
-                        {/* Left: Logo + Nav Links */}
-                        <div className="flex items-center gap-6">
-                            <Link href="/" className="flex items-center gap-2 shrink-0">
-                                <CIPLogo className="w-8 h-8 text-foreground" />
-                                <span className="text-xl font-bold hidden sm:inline">
-                                    <span style={{ fontWeight: 700 }}>w</span>
-                                    <span style={{ fontWeight: 200 }}>eval</span>
-                                </span>
-                            </Link>
-                            <nav className="hidden md:flex items-center gap-1">
-                                {NAV_LINKS.map(link => (
-                                    <Link
-                                        key={link.label}
-                                        href={link.href}
-                                        className={cn(
-                                            "px-3 py-2 text-sm rounded-md transition-colors",
-                                            link.disabled
-                                                ? "text-muted-foreground cursor-not-allowed"
-                                                : "hover:bg-muted hover:text-foreground text-muted-foreground"
-                                        )}
-                                        aria-disabled={link.disabled}
-                                    >
-                                        {link.label}
-                                    </Link>
-                                ))}
-                            </nav>
-                        </div>
-
-                        {/* Center: Search (desktop) */}
-                        <div ref={containerRef} className="hidden md:block flex-1 max-w-md mx-4 relative">
-                            <div className="relative">
-                                <div className="absolute inset-y-0 left-0 pl-3 flex items-center pointer-events-none">
-                                    {isLoading ? (
-                                        <Icon name="loader-2" className="h-4 w-4 text-muted-foreground animate-spin" />
-                                    ) : (
-                                        <Icon name="search" className="h-4 w-4 text-muted-foreground" />
-                                    )}
-                                </div>
-                                <Input
-                                    ref={inputRef}
-                                    type="search"
-                                    role="combobox"
-                                    aria-expanded={showDropdown}
-                                    aria-haspopup="listbox"
-                                    aria-controls={showDropdown ? listboxId : undefined}
-                                    aria-activedescendant={selectedIndex >= 0 ? getOptionId(selectedIndex) : undefined}
-                                    placeholder="Search evaluations..."
-                                    value={query}
-                                    onChange={(e) => {
-                                        setQuery(e.target.value);
-                                        setSearchFocused(true);
-                                    }}
-                                    onFocus={() => setSearchFocused(true)}
-                                    onKeyDown={handleKeyDown}
-                                    className="w-full pl-9 pr-4 py-2 text-sm rounded-lg bg-muted/50 border-transparent focus:bg-white dark:focus:bg-card focus:border-border"
-                                    disabled={isLoading}
-                                    autoComplete="off"
-                                />
-                            </div>
-                            {showDropdown && (
-                                <div className="absolute z-50 w-full mt-2 bg-white dark:bg-card border border-border rounded-lg shadow-xl max-h-[400px] overflow-hidden">
-                                    <ul ref={listRef} role="listbox" id={listboxId} className="py-1 overflow-y-auto max-h-[inherit]">
-                                        {suggestions.length > 0 ? (
-                                            suggestions.map((entry, idx) => (
-                                                <li
-                                                    key={entry.configId}
-                                                    id={getOptionId(idx)}
-                                                    role="option"
-                                                    aria-selected={idx === selectedIndex}
-                                                >
-                                                    <button
-                                                        type="button"
-                                                        className={cn(
-                                                            "w-full px-4 py-2.5 text-left hover:bg-muted/50 transition-colors",
-                                                            idx === selectedIndex && "bg-muted"
-                                                        )}
-                                                        onClick={() => handleSelect(entry)}
-                                                        onMouseEnter={() => setSelectedIndex(idx)}
-                                                        tabIndex={-1}
-                                                    >
-                                                        <div className="font-medium text-sm truncate">{entry.title}</div>
-                                                        <div className="text-xs text-muted-foreground truncate mt-0.5">{entry.snippet}</div>
-                                                    </button>
-                                                </li>
-                                            ))
-                                        ) : query.length > 2 ? (
-                                            <li className="px-4 py-6 text-center text-muted-foreground text-sm">
-                                                No matching evaluations
-                                            </li>
-                                        ) : null}
-                                        {query.length > 2 && (
-                                            <li
-                                                id={getOptionId(suggestions.length)}
-                                                role="option"
-                                                aria-selected={selectedIndex === suggestions.length}
-                                                className="border-t border-border"
-                                            >
-                                                <button
-                                                    type="button"
-                                                    className={cn(
-                                                        "w-full px-4 py-2.5 text-left text-sm hover:bg-muted/50 flex items-center gap-2 transition-colors",
-                                                        selectedIndex === suggestions.length && "bg-muted"
-                                                    )}
-                                                    onClick={() => {
-                                                        router.push(`/all?q=${encodeURIComponent(query)}`);
-                                                        setSearchFocused(false);
-                                                    }}
-                                                    onMouseEnter={() => setSelectedIndex(suggestions.length)}
-                                                    tabIndex={-1}
-                                                >
-                                                    <Icon name="arrow-right" className="h-4 w-4 text-muted-foreground" />
-                                                    <span>Search for &quot;{query}&quot;</span>
-                                                    <span className="text-muted-foreground">in all evaluations</span>
-                                                </button>
-                                            </li>
-                                        )}
-                                    </ul>
-                                </div>
-                            )}
-                        </div>
-
-                        {/* Right: Action buttons (desktop) + Mobile controls */}
-                        <div className="flex items-center gap-2">
-                            {/* Mobile search button */}
-                            <button
-                                onClick={() => setSearchFocused(true)}
-                                className="md:hidden p-2 text-muted-foreground hover:text-foreground"
-                                aria-label="Search"
-                            >
-                                <Icon name="search" className="h-5 w-5" />
-                            </button>
-
-                            {/* Desktop action buttons */}
-                            <div className="hidden md:flex items-center gap-2">
-                                {ACTION_LINKS.map(link => (
-                                    link.disabled ? (
-                                        <Button
-                                            key={link.label}
-                                            variant="ghost"
-                                            size="sm"
-                                            disabled
-                                            className="text-muted-foreground"
-                                        >
-                                            {link.label}
-                                        </Button>
-                                    ) : (
-                                        <Button
-                                            key={link.label}
-                                            variant={link.primary ? "default" : "ghost"}
-                                            size="sm"
-                                            asChild
-                                        >
-                                            <Link href={link.href}>{link.label}</Link>
-                                        </Button>
-                                    )
-                                ))}
-                            </div>
-
-                            {/* Mobile menu button */}
-                            <button
-                                onClick={() => setMobileMenuOpen(true)}
-                                className="md:hidden p-2 text-muted-foreground hover:text-foreground"
-                                aria-label="Open menu"
-                            >
-                                <Icon name="menu" className="h-5 w-5" />
-                            </button>
-                        </div>
-                    </div>
-                </div>
-            </header>
-        </>
-    );
-}
diff --git a/src/app/components/SearchAutocomplete.tsx b/src/app/components/SearchAutocomplete.tsx
deleted file mode 100644
index 7ee0542c..00000000
--- a/src/app/components/SearchAutocomplete.tsx
+++ /dev/null
@@ -1,351 +0,0 @@
-'use client';
-
-import React, { useState, useEffect, useRef, useCallback } from 'react';
-import { useRouter } from 'next/navigation';
-import { Input } from '@/components/ui/input';
-import Icon from '@/components/ui/icon';
-import Fuse from 'fuse.js';
-import { AutocompleteEntry } from '@/cli/types/cli_types';
-
-interface SearchAutocompleteProps {
-    placeholder?: string;
-    className?: string;
-}
-
-export function SearchAutocomplete({
-    placeholder = 'Search evaluations...',
-    className = '',
-}: SearchAutocompleteProps) {
-    const router = useRouter();
-    const [query, setQuery] = useState('');
-    const [isOpen, setIsOpen] = useState(false);
-    const [isFocused, setIsFocused] = useState(false);
-    const [suggestions, setSuggestions] = useState<AutocompleteEntry[]>([]);
-    const [selectedIndex, setSelectedIndex] = useState(-1);
-    const [fuse, setFuse] = useState<Fuse<AutocompleteEntry> | null>(null);
-    const [isLoading, setIsLoading] = useState(true);
-    const inputRef = useRef<HTMLInputElement>(null);
-    const containerRef = useRef<HTMLDivElement>(null);
-    const listRef = useRef<HTMLUListElement>(null);
-
-    // Load the autocomplete index on mount
-    useEffect(() => {
-        async function loadIndex() {
-            try {
-                const response = await fetch('/api/autocomplete');
-                if (response.ok) {
-                    const data = await response.json();
-                    setFuse(new Fuse(data, {
-                        keys: [
-                            { name: 'title', weight: 2 },
-                            { name: 'keywords', weight: 1.5 },
-                            { name: 'tags', weight: 1.2 },
-                            { name: 'snippet', weight: 0.8 },
-                            { name: 'domain', weight: 1 },
-                            { name: 'topModel', weight: 0.5 },
-                        ],
-                        threshold: 0.4,
-                        includeScore: true,
-                        minMatchCharLength: 2,
-                        ignoreLocation: true,
-                    }));
-                }
-            } catch (error) {
-                console.error('Failed to load autocomplete index:', error);
-            } finally {
-                setIsLoading(false);
-            }
-        }
-        loadIndex();
-    }, []);
-
-    // Update suggestions when query changes
-    useEffect(() => {
-        if (!fuse || query.length < 2) {
-            setSuggestions([]);
-            return;
-        }
-
-        const results = fuse.search(query);
-        setSuggestions(results.slice(0, 6).map(r => r.item));
-        setSelectedIndex(-1);
-    }, [query, fuse]);
-
-    // Close dropdown when clicking outside
-    useEffect(() => {
-        function handleClickOutside(event: MouseEvent) {
-            if (containerRef.current && !containerRef.current.contains(event.target as Node)) {
-                setIsOpen(false);
-                setIsFocused(false);
-            }
-        }
-        document.addEventListener('mousedown', handleClickOutside);
-        return () => document.removeEventListener('mousedown', handleClickOutside);
-    }, []);
-
-    // Handle escape key to close mobile fullscreen
-    useEffect(() => {
-        function handleEscape(event: KeyboardEvent) {
-            if (event.key === 'Escape' && isFocused) {
-                setIsOpen(false);
-                setIsFocused(false);
-                inputRef.current?.blur();
-            }
-        }
-        document.addEventListener('keydown', handleEscape);
-        return () => document.removeEventListener('keydown', handleEscape);
-    }, [isFocused]);
-
-    // Scroll selected item into view
-    useEffect(() => {
-        if (selectedIndex >= 0 && listRef.current) {
-            const selectedElement = listRef.current.children[selectedIndex] as HTMLElement;
-            selectedElement?.scrollIntoView({ block: 'nearest' });
-        }
-    }, [selectedIndex]);
-
-    const handleSelect = useCallback((entry: AutocompleteEntry) => {
-        setQuery('');
-        setIsOpen(false);
-        setIsFocused(false);
-        router.push(`/analysis/${entry.configId}`);
-    }, [router]);
-
-    const handleKeyDown = (e: React.KeyboardEvent) => {
-        if (!isOpen || suggestions.length === 0) {
-            if (e.key === 'Enter' && query.length > 2) {
-                router.push(`/all?q=${encodeURIComponent(query)}`);
-                setIsOpen(false);
-                setIsFocused(false);
-            }
-            return;
-        }
-
-        switch (e.key) {
-            case 'ArrowDown':
-                e.preventDefault();
-                setSelectedIndex(prev =>
-                    prev < suggestions.length ? prev + 1 : prev
-                );
-                break;
-            case 'ArrowUp':
-                e.preventDefault();
-                setSelectedIndex(prev => prev > 0 ? prev - 1 : -1);
-                break;
-            case 'Enter':
-                e.preventDefault();
-                if (selectedIndex >= 0 && selectedIndex < suggestions.length) {
-                    handleSelect(suggestions[selectedIndex]);
-                } else if (selectedIndex === suggestions.length && query.length > 2) {
-                    // "Search all" option selected
-                    router.push(`/all?q=${encodeURIComponent(query)}`);
-                    setIsOpen(false);
-                    setIsFocused(false);
-                } else if (query.length > 2) {
-                    router.push(`/all?q=${encodeURIComponent(query)}`);
-                    setIsOpen(false);
-                    setIsFocused(false);
-                }
-                break;
-            case 'Escape':
-                e.preventDefault();
-                setIsOpen(false);
-                setIsFocused(false);
-                inputRef.current?.blur();
-                break;
-        }
-    };
-
-    const handleFocus = () => {
-        setIsOpen(true);
-        setIsFocused(true);
-    };
-
-    const handleClose = () => {
-        setIsOpen(false);
-        setIsFocused(false);
-        setQuery('');
-        inputRef.current?.blur();
-    };
-
-    const showDropdown = isOpen && (suggestions.length > 0 || (query.length > 2 && !isLoading));
-
-    // Generate unique IDs for accessibility
-    const listboxId = 'search-autocomplete-listbox';
-    const getOptionId = (index: number) => `search-option-${index}`;
-
-    return (
-        <>
-            {/* Mobile fullscreen overlay */}
-            {isFocused && (
-                <div
-                    className="fixed inset-0 bg-background/95 backdrop-blur-sm z-40 md:hidden"
-                    aria-hidden="true"
-                />
-            )}
-
-            <div
-                ref={containerRef}
-                className={`relative w-full ${className} ${
-                    isFocused ? 'fixed inset-x-0 top-0 z-50 p-4 md:relative md:inset-auto md:p-0 md:z-auto' : ''
-                }`}
-            >
-                {/* Mobile header with close button */}
-                {isFocused && (
-                    <div className="flex items-center gap-3 mb-3 md:hidden">
-                        <button
-                            onClick={handleClose}
-                            className="p-2 -ml-2 text-muted-foreground hover:text-foreground transition-colors"
-                            aria-label="Close search"
-                        >
-                            <Icon name="arrow-left" className="h-5 w-5" />
-                        </button>
-                        <span className="text-sm font-medium text-muted-foreground">Search evaluations</span>
-                    </div>
-                )}
-
-                <div className="relative">
-                    <div className="absolute inset-y-0 left-0 pl-5 flex items-center pointer-events-none">
-                        {isLoading ? (
-                            <Icon name="loader-2" className="h-5 w-5 text-muted-foreground animate-spin" />
-                        ) : (
-                            <Icon name="search" className="h-5 w-5 text-muted-foreground" />
-                        )}
-                    </div>
-                    <Input
-                        ref={inputRef}
-                        type="search"
-                        role="combobox"
-                        aria-expanded={showDropdown}
-                        aria-haspopup="listbox"
-                        aria-controls={showDropdown ? listboxId : undefined}
-                        aria-activedescendant={selectedIndex >= 0 ? getOptionId(selectedIndex) : undefined}
-                        aria-autocomplete="list"
-                        placeholder={placeholder}
-                        value={query}
-                        onChange={(e) => {
-                            setQuery(e.target.value);
-                            setIsOpen(true);
-                        }}
-                        onFocus={handleFocus}
-                        onKeyDown={handleKeyDown}
-                        className="w-full text-base md:text-lg py-7 pl-14 pr-4 rounded-xl shadow-lg bg-white dark:bg-card ring-1 ring-border/50 focus:ring-2 focus:ring-primary"
-                        disabled={isLoading}
-                        autoComplete="off"
-                        autoCorrect="off"
-                        autoCapitalize="off"
-                        spellCheck="false"
-                    />
-                </div>
-
-                {showDropdown && (
-                    <div
-                        className={`
-                            absolute z-50 w-full mt-2 bg-white dark:bg-card border border-border rounded-xl shadow-xl overflow-hidden
-                            ${isFocused ? 'max-h-[calc(100vh-140px)] md:max-h-[400px]' : 'max-h-[400px]'}
-                        `}
-                        role="listbox"
-                        id={listboxId}
-                        aria-label="Search suggestions"
-                    >
-                        <div className="overflow-y-auto max-h-[inherit]">
-                            {suggestions.length > 0 ? (
-                                <ul ref={listRef} className="py-2">
-                                    {suggestions.map((entry, idx) => (
-                                        <li
-                                            key={entry.configId}
-                                            id={getOptionId(idx)}
-                                            role="option"
-                                            aria-selected={idx === selectedIndex}
-                                        >
-                                            <button
-                                                type="button"
-                                                className={`w-full px-4 py-3 text-left hover:bg-muted/50 transition-colors focus:outline-none focus:bg-muted/50 ${
-                                                    idx === selectedIndex ? 'bg-muted' : ''
-                                                }`}
-                                                onClick={() => handleSelect(entry)}
-                                                onMouseEnter={() => setSelectedIndex(idx)}
-                                                tabIndex={-1}
-                                            >
-                                                <div className="flex items-start justify-between gap-4">
-                                                    <div className="flex-1 min-w-0">
-                                                        <div className="font-medium text-foreground truncate">
-                                                            {entry.title}
-                                                        </div>
-                                                        <div className="text-sm text-muted-foreground line-clamp-2 mt-0.5">
-                                                            {entry.snippet}
-                                                        </div>
-                                                        {entry.tags.length > 0 && (
-                                                            <div className="flex flex-wrap gap-1 mt-2">
-                                                                {entry.tags.slice(0, 3).map(tag => (
-                                                                    <span
-                                                                        key={tag}
-                                                                        className="inline-flex items-center px-2 py-0.5 rounded-full text-xs bg-muted text-muted-foreground"
-                                                                    >
-                                                                        {tag}
-                                                                    </span>
-                                                                ))}
-                                                                {entry.tags.length > 3 && (
-                                                                    <span className="text-xs text-muted-foreground">
-                                                                        +{entry.tags.length - 3}
-                                                                    </span>
-                                                                )}
-                                                            </div>
-                                                        )}
-                                                    </div>
-                                                    {entry.score !== undefined && (
-                                                        <div className="flex-shrink-0 text-right">
-                                                            <div className="text-sm font-medium text-primary">
-                                                                {Math.round(entry.score * 100)}%
-                                                            </div>
-                                                            {entry.topModel && (
-                                                                <div className="text-xs text-muted-foreground truncate max-w-[100px]">
-                                                                    {entry.topModel}
-                                                                </div>
-                                                            )}
-                                                        </div>
-                                                    )}
-                                                </div>
-                                            </button>
-                                        </li>
-                                    ))}
-                                </ul>
-                            ) : query.length > 2 ? (
-                                <div className="px-4 py-8 text-center text-muted-foreground">
-                                    <Icon name="search-x" className="h-10 w-10 mx-auto mb-3 opacity-50" />
-                                    <p className="font-medium">No matching evaluations found</p>
-                                    <p className="text-sm mt-1">Try different keywords</p>
-                                </div>
-                            ) : null}
-
-                            {query.length > 2 && (
-                                <div className="border-t border-border">
-                                    <button
-                                        type="button"
-                                        id={getOptionId(suggestions.length)}
-                                        role="option"
-                                        aria-selected={selectedIndex === suggestions.length}
-                                        className={`w-full px-4 py-3 text-left text-sm hover:bg-muted/50 transition-colors flex items-center gap-2 focus:outline-none focus:bg-muted/50 ${
-                                            selectedIndex === suggestions.length ? 'bg-muted' : ''
-                                        }`}
-                                        onClick={() => {
-                                            router.push(`/all?q=${encodeURIComponent(query)}`);
-                                            setIsOpen(false);
-                                            setIsFocused(false);
-                                        }}
-                                        onMouseEnter={() => setSelectedIndex(suggestions.length)}
-                                        tabIndex={-1}
-                                    >
-                                        <Icon name="arrow-right" className="h-4 w-4 text-muted-foreground" />
-                                        <span className="text-foreground">Search for &quot;{query}&quot;</span>
-                                        <span className="text-muted-foreground">in all evaluations</span>
-                                    </button>
-                                </div>
-                            )}
-                        </div>
-                    </div>
-                )}
-            </div>
-        </>
-    );
-}
diff --git a/src/app/pilot/india-multilingual/README.md b/src/app/pilot/india-multilingual/README.md
index c9d783f1..70fb57f5 100644
--- a/src/app/pilot/india-multilingual/README.md
+++ b/src/app/pilot/india-multilingual/README.md
@@ -216,7 +216,6 @@ src/app/pilot/india-multilingual/
 │   ├── MethodologyNotes.tsx    # Technical notes
 │   ├── DataExplorer.tsx        # Browse 350 stratified samples
 │   └── Footer.tsx              # Credits
-└── _archive_v1/                # Archived original v1 implementation
 ```
 
 **Key Features**:
diff --git a/src/app/pilot/india-multilingual/_archive_v1/PLAN.md b/src/app/pilot/india-multilingual/_archive_v1/PLAN.md
deleted file mode 100644
index 34e3b901..00000000
--- a/src/app/pilot/india-multilingual/_archive_v1/PLAN.md
+++ /dev/null
@@ -1,502 +0,0 @@
-# India Multilingual Pilot v2 - Design Plan
-
-## Philosophy
-
-**One story, told beautifully.** Not a data dashboard, but a narrative experience that teaches through interaction.
-
-The core insight: "When native speakers of 7 Indian languages compared AI responses side-by-side, they preferred Opus 63% of the time."
-
-Everything else supports, contextualizes, or nuances this finding.
-
----
-
-## Page Structure
-
-### Section 1: The Hero (Above the fold)
-
-**Goal:** Immediate impact. One number. Total clarity.
-
-```
-┌─────────────────────────────────────────────────────────────────┐
-│                                                                 │
-│                           63%                                   │
-│                                                                 │
-│            Native speakers preferred Opus 4.5                   │
-│                                                                 │
-│     10,629 head-to-head comparisons · 7 languages · 119 workers │
-│                                                                 │
-│                      [Explore the data ↓]                       │
-│                                                                 │
-└─────────────────────────────────────────────────────────────────┘
-```
-
-**Design notes:**
-- "63%" in massive, elegant serif (Source Serif 4, 120px+)
-- Subtle gradient or texture behind the number
-- Languages shown as small script samples: हिंदी বাংলা తెలుగు ಕನ್ನಡ മലയാളം অসমীয়া मराठी
-- Smooth scroll hint animation
-
----
-
-### Section 2: The Context (Why this matters)
-
-**Goal:** Frame the significance before diving into data.
-
-```
-┌─────────────────────────────────────────────────────────────────┐
-│  THE EXPERIMENT                                                 │
-│                                                                 │
-│  AI models are benchmarked on English. But what about the      │
-│  languages spoken by over a billion people?                     │
-│                                                                 │
-│  We partnered with Karya to ask native speakers across India   │
-│  to compare Claude Opus 4.5 and Sonnet 4.5 on questions that   │
-│  matter to them: tenant rights, crop disease, labor law,       │
-│  irrigation subsidies.                                          │
-│                                                                 │
-│  ┌─────────────────────────────────────────────────────────┐   │
-│  │                    [MAP OF INDIA]                        │   │
-│  │     with 7 regions highlighted, language labels          │   │
-│  │     Hindi (North), Bengali (East), Telugu (South),       │   │
-│  │     etc.                                                  │   │
-│  └─────────────────────────────────────────────────────────┘   │
-│                                                                 │
-│  Same question. Same worker. Two anonymous responses.           │
-│  Which one did they trust?                                      │
-│                                                                 │
-└─────────────────────────────────────────────────────────────────┘
-```
-
-**Design notes:**
-- Clean prose, not bullet points
-- SVG map of India with hover states per language region
-- Warm, human tone
-
----
-
-### Section 3: Try It Yourself (Interactive comparison)
-
-**Goal:** Build intuition through participation. The user becomes an evaluator.
-
-```
-┌─────────────────────────────────────────────────────────────────┐
-│  SEE FOR YOURSELF                                               │
-│                                                                 │
-│  Here's an actual question a farmer in Karnataka asked.         │
-│  Read both responses and pick which you think is better.        │
-│                                                                 │
-│  ┌─────────────────────────────────────────────────────────┐   │
-│  │  QUESTION (Kannada)                                      │   │
-│  │  ನಮ್ಮ ಹೊಲದಲ್ಲಿ ಭತ್ತಕ್ಕೆ ಕೀಟಬಾಧೆ ಬಂದಿದೆ...              │   │
-│  │                                                          │   │
-│  │  [Show English translation]                              │   │
-│  └─────────────────────────────────────────────────────────┘   │
-│                                                                 │
-│  ┌──────────────────────┐    ┌──────────────────────┐          │
-│  │     RESPONSE A       │    │     RESPONSE B       │          │
-│  │                      │    │                      │          │
-│  │  ಭತ್ತದ ಕೀಟಬಾಧೆಗೆ...   │    │  ನಿಮ್ಮ ಸಮಸ್ಯೆಗೆ...     │          │
-│  │  [truncated]         │    │  [truncated]         │          │
-│  │                      │    │                      │          │
-│  │  [Expand to read]    │    │  [Expand to read]    │          │
-│  │                      │    │                      │          │
-│  │  ┌──────────────┐    │    │  ┌──────────────┐    │          │
-│  │  │ I prefer A   │    │    │  │ I prefer B   │    │          │
-│  │  └──────────────┘    │    │  └──────────────┘    │          │
-│  └──────────────────────┘    └──────────────────────┘          │
-│                                                                 │
-│              [They're equally good]  [They're equally bad]      │
-│                                                                 │
-└─────────────────────────────────────────────────────────────────┘
-
-After selection:
-
-┌─────────────────────────────────────────────────────────────────┐
-│                                                                 │
-│  The native speaker chose: RESPONSE A (Opus 4.5) ✓             │
-│                                                                 │
-│  You agreed! / You disagreed - interesting!                    │
-│                                                                 │
-│  Response A was Claude Opus 4.5                                │
-│  Response B was Claude Sonnet 4.5                              │
-│                                                                 │
-│                    [Try another comparison]                     │
-│                                                                 │
-└─────────────────────────────────────────────────────────────────┘
-```
-
-**Design notes:**
-- Random selection from the 10,629 comparisons
-- Show native script by default, English translation on demand
-- Track user's agreement rate for fun ("You agreed with native speakers 4/5 times")
-- Subtle reveal animation
-
----
-
-### Section 4: The Breakdown (By Language)
-
-**Goal:** Show the pattern across all languages. Visual, scannable.
-
-```
-┌─────────────────────────────────────────────────────────────────┐
-│  BY LANGUAGE                                                    │
-│                                                                 │
-│  Opus was preferred across all 7 languages, but the margin     │
-│  varied significantly.                                          │
-│                                                                 │
-│  Hindi      ████████████████████████████████░░░░░░░░  71%       │
-│             1,417 comparisons                      +21pp        │
-│                                                                 │
-│  Telugu     ██████████████████████████████░░░░░░░░░░  67%       │
-│             1,410 comparisons                      +17pp        │
-│                                                                 │
-│  Bengali    █████████████████████████████░░░░░░░░░░░  66%       │
-│             1,066 comparisons                      +16pp        │
-│                                                                 │
-│  Malayalam  ███████████████████████████░░░░░░░░░░░░░  61%       │
-│             1,325 comparisons                      +11pp        │
-│                                                                 │
-│  Marathi    ███████████████████████████░░░░░░░░░░░░░  61%       │
-│             481 comparisons                        +11pp        │
-│                                                                 │
-│  Assamese   █████████████████████████░░░░░░░░░░░░░░░  57%       │
-│             1,214 comparisons                       +7pp        │
-│                                                                 │
-│  Kannada    ████████████████████████░░░░░░░░░░░░░░░░  55%       │
-│             967 comparisons                         +5pp        │
-│                                                                 │
-│  ───────────────────────────────────────────────────────────── │
-│           ◄ Sonnet wins                    Opus wins ►          │
-│                         50% = no preference                     │
-│                                                                 │
-│  ┌─────────────────────────────────────────────────────────┐   │
-│  │ 💡 Hindi speakers showed the strongest Opus preference.  │   │
-│  │    Kannada was closest to even.                          │   │
-│  └─────────────────────────────────────────────────────────┘   │
-│                                                                 │
-└─────────────────────────────────────────────────────────────────┘
-```
-
-**Design notes:**
-- Bars centered on 50%, extending left (Sonnet) or right (Opus)
-- Subtle animation as bars fill on scroll
-- "+pp" = percentage points above 50%
-- Click a language to filter the comparison explorer to that language
-
----
-
-### Section 5: The Equal Verdicts
-
-**Goal:** Acknowledge the 25% where workers said "both are good"
-
-```
-┌─────────────────────────────────────────────────────────────────┐
-│  NOT ALWAYS A CLEAR WINNER                                      │
-│                                                                 │
-│  In 25% of comparisons, native speakers said both responses    │
-│  were equally good. Only 0.4% said both were equally bad.      │
-│                                                                 │
-│     ┌────────────────────────────────────────────────────┐     │
-│     │  ████████████████████  Opus preferred (47%)        │     │
-│     │  ████████████         Sonnet preferred (27%)       │     │
-│     │  ████████             Equally good (25%)           │     │
-│     │  ░                    Equally bad (0.4%)           │     │
-│     └────────────────────────────────────────────────────┘     │
-│                                                                 │
-│  This suggests both models are capable - Opus just edges       │
-│  ahead more often when there's a difference.                   │
-│                                                                 │
-└─────────────────────────────────────────────────────────────────┘
-```
-
----
-
-### Section 6: Meet the Evaluators (Curated Profiles)
-
-**Goal:** Humanize the data. These are real people with patterns.
-
-```
-┌─────────────────────────────────────────────────────────────────┐
-│  THE EVALUATORS                                                 │
-│                                                                 │
-│  119 native speakers participated. Here are some notable        │
-│  patterns we observed.                                          │
-│                                                                 │
-│  ┌─────────────────────────────────────────────────────────┐   │
-│  │  THE OPUS ADVOCATE                                       │   │
-│  │  Worker #5721 · Telugu · 140 comparisons                 │   │
-│  │                                                          │   │
-│  │  Chose Opus 94% of the time (131 vs 9)                   │   │
-│  │  Never said "equally good" - always picked a winner      │   │
-│  │                                                          │   │
-│  │  Sample: "ఇంటి యజమాని వేధింపులు ఎక్కడ ఫిర్యాదు చేయాలి?"   │   │
-│  │          → Chose Opus                                    │   │
-│  │                                                          │   │
-│  │  [See their comparisons →]                               │   │
-│  └─────────────────────────────────────────────────────────┘   │
-│                                                                 │
-│  ┌─────────────────────────────────────────────────────────┐   │
-│  │  THE SONNET ADVOCATE                                     │   │
-│  │  Worker #9673 · Telugu · 140 comparisons                 │   │
-│  │                                                          │   │
-│  │  Chose Sonnet 59% of the time (76 vs 53)                 │   │
-│  │  One of the few workers who consistently preferred Sonnet│   │
-│  │                                                          │   │
-│  │  [See their comparisons →]                               │   │
-│  └─────────────────────────────────────────────────────────┘   │
-│                                                                 │
-│  ┌─────────────────────────────────────────────────────────┐   │
-│  │  THE DIPLOMAT                                            │   │
-│  │  Worker #13976 · Telugu · 139 comparisons                │   │
-│  │                                                          │   │
-│  │  Said "equally good" 50% of the time (69 cases)          │   │
-│  │  When forced to pick: 77% Opus                           │   │
-│  │                                                          │   │
-│  │  [See their comparisons →]                               │   │
-│  └─────────────────────────────────────────────────────────┘   │
-│                                                                 │
-│  ┌─────────────────────────────────────────────────────────┐   │
-│  │  THE POLYGLOT                                            │   │
-│  │  Worker #10045 · Hindi & Marathi · 158 comparisons       │   │
-│  │                                                          │   │
-│  │  Evaluated in two languages                              │   │
-│  │  Consistent 77% Opus preference across both              │   │
-│  │                                                          │   │
-│  │  [See their comparisons →]                               │   │
-│  └─────────────────────────────────────────────────────────┘   │
-│                                                                 │
-└─────────────────────────────────────────────────────────────────┘
-```
-
-**Design notes:**
-- Not sorted by volume, sorted by interestingness
-- Each profile tells a micro-story
-- Expandable to see actual comparisons they made
-
----
-
-### Section 7: The Nuances (Methodology notes)
-
-**Goal:** Honest about limitations. Builds trust.
-
-```
-┌─────────────────────────────────────────────────────────────────┐
-│  THINGS TO KNOW                                                 │
-│                                                                 │
-│  ┌─ Position Bias ─────────────────────────────────────────┐   │
-│  │  Workers slightly favored whichever response was shown  │   │
-│  │  second. We randomized positions to control for this.   │   │
-│  │  The effect was small (6.5pp) but varied by language.   │   │
-│  │                                                [expand] │   │
-│  └─────────────────────────────────────────────────────────┘   │
-│                                                                 │
-│  ┌─ Non-Expert Evaluators ─────────────────────────────────┐   │
-│  │  Workers were native speakers, not lawyers or agronomists.│  │
-│  │  They judged fluency, clarity, and perceived             │   │
-│  │  trustworthiness - not technical accuracy.      [expand] │   │
-│  └─────────────────────────────────────────────────────────┘   │
-│                                                                 │
-│  ┌─ Single-Rater Design ───────────────────────────────────┐   │
-│  │  Each comparison was rated by one person. We validated  │   │
-│  │  with worker reliability scoring.              [expand] │   │
-│  └─────────────────────────────────────────────────────────┘   │
-│                                                                 │
-│  ┌─ Independent Questions ─────────────────────────────────┐   │
-│  │  Each language had its own question set (not            │   │
-│  │  translations). Cross-language comparison of specific   │   │
-│  │  questions isn't possible.                     [expand] │   │
-│  └─────────────────────────────────────────────────────────┘   │
-│                                                                 │
-└─────────────────────────────────────────────────────────────────┘
-```
-
----
-
-### Section 8: Deep Dive - LLM Judge Calibration (Collapsible/Tab)
-
-**Goal:** Secondary analysis for those interested. Don't clutter the main story.
-
-```
-┌─────────────────────────────────────────────────────────────────┐
-│  ▼ BONUS: CAN AI JUDGE AI?                                      │
-│                                                                 │
-│  We also had LLM judges (GPT-4o, Qwen, etc.) rate the same     │
-│  responses on trust, fluency, complexity, and code-switching.  │
-│                                                                 │
-│  How well did they agree with native speakers?                 │
-│                                                                 │
-│  [Detailed analysis of agreement rates, notable disagreements] │
-│                                                                 │
-└─────────────────────────────────────────────────────────────────┘
-```
-
----
-
-### Section 9: Explore All Data (Optional deep-dive)
-
-**Goal:** For power users who want to dig in.
-
-```
-┌─────────────────────────────────────────────────────────────────┐
-│  EXPLORE THE DATA                                               │
-│                                                                 │
-│  ┌────────────────────────────────────────────────────────┐    │
-│  │ Search: [                                            ] │    │
-│  │ Language: [All ▼]  Domain: [All ▼]  Outcome: [All ▼]  │    │
-│  └────────────────────────────────────────────────────────┘    │
-│                                                                 │
-│  Showing 25 of 10,629 comparisons                              │
-│                                                                 │
-│  [Table with: Question preview | Language | Domain | Winner]   │
-│                                                                 │
-│  Click any row to see full comparison...                       │
-│                                                                 │
-└─────────────────────────────────────────────────────────────────┘
-```
-
----
-
-### Section 10: Footer
-
-```
-┌─────────────────────────────────────────────────────────────────┐
-│  ─────────────────────────────────────────────────────────────  │
-│                                                                 │
-│  Data collected by Karya · Analysis by Anthropic               │
-│  February 2026                                                  │
-│                                                                 │
-│  [Download raw data] · [Methodology details] · [Contact]       │
-│                                                                 │
-└─────────────────────────────────────────────────────────────────┘
-```
-
----
-
-## Component Structure
-
-```
-src/app/pilot/india-multilingual/v2/
-├── page.tsx                      # Server component, data loading
-├── V2Client.tsx                  # Main client component
-├── components/
-│   ├── HeroStat.tsx              # The big 63%
-│   ├── ContextSection.tsx        # The experiment framing
-│   ├── ComparisonGame.tsx        # Interactive "try it yourself"
-│   ├── LanguageBreakdown.tsx     # Horizontal bar chart
-│   ├── EqualVerdicts.tsx         # The 25% equally good
-│   ├── EvaluatorProfiles.tsx     # Curated worker stories
-│   ├── MethodologyNotes.tsx      # Collapsible caveats
-│   ├── JudgeCalibration.tsx      # LLM vs human (collapsible)
-│   ├── DataExplorer.tsx          # Search/filter all comparisons
-│   └── Footer.tsx                # Credits
-├── hooks/
-│   └── useComparisonGame.ts      # State for the interactive game
-├── data/
-│   └── curated-profiles.ts       # Pre-selected interesting workers
-└── README.md                     # This plan
-```
-
----
-
-## Data Requirements
-
-### From comparative_results.json (existing):
-- Overall stats (totalComparisons, opusWinRate)
-- byLanguage breakdown
-- topWorkers (need to re-curate for interestingness)
-
-### New data needed:
-1. **Full comparison details** for the interactive game
-   - Need: question, answer1, answer2, model IDs, worker choice
-   - Source: Raw CSV or new JSON export
-
-2. **Curated worker profiles**
-   - The Opus Advocate (highest Opus %)
-   - The Sonnet Advocate (lowest Opus %)
-   - The Diplomat (most "equal good")
-   - The Polyglot (multi-language)
-
-3. **Position bias stats**
-   - Opus win rate when in position 1 vs position 2
-   - By language
-
----
-
-## Visual Design Tokens
-
-```css
-/* Typography */
---font-display: 'Source Serif 4', Georgia, serif;
---font-body: 'Inter', system-ui, sans-serif;
-
-/* Colors */
---opus-primary: #6366f1;      /* Indigo */
---opus-light: #e0e7ff;
---sonnet-primary: #f59e0b;    /* Amber */
---sonnet-light: #fef3c7;
---equal-good: #10b981;        /* Emerald */
---equal-bad: #ef4444;         /* Red */
-
-/* Spacing */
---section-gap: 8rem;
---content-max-width: 48rem;
-
-/* Effects */
---card-shadow: 0 4px 6px -1px rgb(0 0 0 / 0.1);
---hover-lift: translateY(-2px);
-```
-
----
-
-## Animation Plan
-
-1. **Hero number** - Count up from 0 to 63 on load
-2. **Language bars** - Fill left-to-right on scroll into view
-3. **Comparison game** - Smooth reveal of result after selection
-4. **Section transitions** - Subtle fade-up as sections enter viewport
-
----
-
-## Mobile Considerations
-
-- Hero stat: 80px instead of 120px
-- Comparison game: Stack responses vertically
-- Language bars: Full width, smaller text
-- Worker profiles: Carousel/swipeable
-- All touch targets: minimum 44px
-
----
-
-## Implementation Order
-
-1. **Phase 1: Structure**
-   - page.tsx with data loading
-   - V2Client.tsx skeleton
-   - Basic section components (static)
-
-2. **Phase 2: Hero + Context**
-   - HeroStat with animation
-   - ContextSection with map placeholder
-
-3. **Phase 3: Core Visualization**
-   - LanguageBreakdown bars
-   - EqualVerdicts chart
-
-4. **Phase 4: Interactive Game**
-   - ComparisonGame component
-   - Load random comparison
-   - Track user selections
-
-5. **Phase 5: Worker Profiles**
-   - Curate interesting workers
-   - EvaluatorProfiles component
-
-6. **Phase 6: Deep Dives**
-   - MethodologyNotes (collapsible)
-   - JudgeCalibration (collapsible)
-   - DataExplorer (search/filter)
-
-7. **Phase 7: Polish**
-   - Animations
-   - Mobile testing
-   - Performance optimization
diff --git a/src/app/pilot/india-multilingual/_archive_v1/PilotClient.tsx b/src/app/pilot/india-multilingual/_archive_v1/PilotClient.tsx
deleted file mode 100644
index 0d861142..00000000
--- a/src/app/pilot/india-multilingual/_archive_v1/PilotClient.tsx
+++ /dev/null
@@ -1,197 +0,0 @@
-'use client';
-
-import React from 'react';
-import { ConversationMessage, DataQuality, HumanLLMAgreement, LLMCoverageScores } from '@/types/shared';
-import { HeroSection } from './components/HeroSection';
-import { MethodologySection } from './components/MethodologySection';
-import { HeadToHeadResults, ComparativeResults } from './components/HeadToHeadResults';
-import { ExemplarWorkers, WorkerProfile } from './components/ExemplarWorkers';
-import { FindingsSection } from './components/FindingsSection';
-import { BreakdownTable } from './components/BreakdownTable';
-import { DisagreementExplorer } from './components/DisagreementExplorer';
-import { PromptExplorer } from './components/PromptExplorer';
-import { DataQualitySection } from './components/DataQualitySection';
-import { ImplicationsSection } from './components/ImplicationsSection';
-import { PilotFooter } from './components/PilotFooter';
-
-export interface PilotData {
-  configId: string;
-  runLabel: string;
-  timestamp: string;
-  title: string;
-  description?: string;
-  promptIds: string[];
-  models: string[];
-  humanLLMAgreement: HumanLLMAgreement | null;
-  humanLLMAgreementHighReliability: HumanLLMAgreement | null;
-  dataQuality: DataQuality | null;
-  executiveSummary?: string;
-  llmCoverageScores: LLMCoverageScores | null;
-  promptContexts: Record<string, string | ConversationMessage[]>;
-  comparativeResults: {
-    totalComparisons: number;
-    totalWorkers: number;
-    opusWinRate: number;
-    overall: ComparativeResults['overall'];
-    byLanguage: ComparativeResults['byLanguage'];
-    byDomain: ComparativeResults['byDomain'];
-    topWorkers: WorkerProfile[];
-  } | null;
-}
-
-interface PilotClientProps {
-  data: PilotData;
-}
-
-export function PilotClient({ data }: PilotClientProps) {
-  const { humanLLMAgreement, humanLLMAgreementHighReliability, dataQuality, comparativeResults } = data;
-
-  // Use high-reliability data for disagreement explorer when available
-  const displayDisagreements = humanLLMAgreementHighReliability?.disagreements || humanLLMAgreement?.disagreements || [];
-
-  // Scoped font styles for this pilot page
-  const fontStyles = {
-    fontFamily: 'aktiv-grotesk, system-ui, -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, "Helvetica Neue", Arial, sans-serif',
-  };
-
-  return (
-    <>
-      {/* Load Google Font for this page */}
-      <link
-        href="https://fonts.googleapis.com/css2?family=Source+Serif+4:opsz,wght@8..60,400;8..60,500;8..60,600;8..60,700&display=swap"
-        rel="stylesheet"
-      />
-
-      <div
-        className="min-h-screen bg-background text-foreground"
-        style={fontStyles}
-      >
-        <main className="max-w-4xl mx-auto px-6 py-12 space-y-16">
-          {/* Hero / Introduction */}
-          <HeroSection />
-
-          {/* The Questions */}
-          <section className="space-y-6">
-            <h2
-              className="text-2xl font-semibold"
-              style={{ fontFamily: '"Source Serif 4", Georgia, serif' }}
-            >
-              The Questions
-            </h2>
-            <div className="prose prose-slate dark:prose-invert max-w-none space-y-4">
-              <p className="text-lg text-muted-foreground leading-relaxed">
-                This evaluation explores multiple dimensions of AI performance in multilingual, domain-specific contexts:
-              </p>
-              <ul className="text-muted-foreground space-y-2 list-none p-0">
-                <li className="flex gap-3">
-                  <span className="text-primary">1.</span>
-                  <span><strong className="text-foreground">Model comparison:</strong> When native speakers directly compare Opus 4.5 and Sonnet 4.5 responses to the same question, which do they prefer?</span>
-                </li>
-                <li className="flex gap-3">
-                  <span className="text-primary">2.</span>
-                  <span><strong className="text-foreground">Domain expertise:</strong> Can models provide accurate, actionable guidance on legal rights and agricultural practices specific to India?</span>
-                </li>
-                <li className="flex gap-3">
-                  <span className="text-primary">3.</span>
-                  <span><strong className="text-foreground">Judge calibration:</strong> Are LLM judges reliable for evaluating non-English content, or do they miss nuances that native speakers recognize?</span>
-                </li>
-                <li className="flex gap-3">
-                  <span className="text-primary">4.</span>
-                  <span><strong className="text-foreground">Cultural context:</strong> How do models and judges handle code-switching, regional fluency norms, and domain-specific terminology?</span>
-                </li>
-              </ul>
-              <p className="text-lg text-muted-foreground leading-relaxed">
-                We answer these with two complementary datasets: <strong>10,629 head-to-head comparisons</strong> where
-                native speakers chose between Opus and Sonnet, plus <strong>10,562 rubric-based ratings</strong> measuring
-                trust, fluency, and language quality.
-              </p>
-            </div>
-          </section>
-
-          {/* Methodology */}
-          <MethodologySection models={data.models} promptCount={data.promptIds.length} />
-
-          {/* ═══════════════════════════════════════════════════════════════════ */}
-          {/* THE MAIN EVENT: Head-to-Head Results */}
-          {/* ═══════════════════════════════════════════════════════════════════ */}
-
-          {comparativeResults && (
-            <HeadToHeadResults data={comparativeResults} />
-          )}
-
-          {/* Exemplar Workers */}
-          {comparativeResults?.topWorkers && (
-            <ExemplarWorkers workers={comparativeResults.topWorkers} />
-          )}
-
-          {/* ═══════════════════════════════════════════════════════════════════ */}
-          {/* LLM JUDGE CALIBRATION */}
-          {/* ═══════════════════════════════════════════════════════════════════ */}
-
-          {/* Section header for judge calibration */}
-          {humanLLMAgreement && (
-            <div className="pt-8 border-t border-border">
-              <div className="text-sm uppercase tracking-wide text-muted-foreground mb-2">
-                LLM Judge Calibration
-              </div>
-              <p className="text-muted-foreground">
-                Beyond head-to-head comparisons, we also collected rubric-based ratings (trust, fluency, complexity,
-                code-switching) from native speakers and compared them to LLM judge assessments.
-              </p>
-            </div>
-          )}
-
-          {/* Human vs LLM Judge Findings */}
-          {humanLLMAgreement && (
-            <FindingsSection humanLLMAgreement={humanLLMAgreement} />
-          )}
-
-          {/* Detailed Breakdown */}
-          {humanLLMAgreement && (
-            <BreakdownTable humanLLMAgreement={humanLLMAgreement} />
-          )}
-
-          {/* Data Quality Section */}
-          {dataQuality && (
-            <DataQualitySection dataQuality={dataQuality} />
-          )}
-
-          {/* Notable Disagreements - from high-reliability workers when available */}
-          {displayDisagreements.length > 0 && (
-            <DisagreementExplorer
-              disagreements={displayDisagreements}
-              configId={data.configId}
-              runLabel={data.runLabel}
-              timestamp={data.timestamp}
-              isHighReliabilityFiltered={!!humanLLMAgreementHighReliability}
-              promptContexts={data.promptContexts}
-            />
-          )}
-
-          {/* ═══════════════════════════════════════════════════════════════════ */}
-          {/* EXPLORATION */}
-          {/* ═══════════════════════════════════════════════════════════════════ */}
-
-          {/* Full Prompt Explorer */}
-          {data.llmCoverageScores && data.promptContexts && (
-            <PromptExplorer
-              promptIds={data.promptIds}
-              promptContexts={data.promptContexts}
-              llmCoverageScores={data.llmCoverageScores}
-              models={data.models}
-              configId={data.configId}
-              runLabel={data.runLabel}
-              timestamp={data.timestamp}
-            />
-          )}
-
-          {/* Implications */}
-          <ImplicationsSection />
-
-          {/* Footer */}
-          <PilotFooter />
-        </main>
-      </div>
-    </>
-  );
-}
diff --git a/src/app/pilot/india-multilingual/_archive_v1/components/BreakdownTable.tsx b/src/app/pilot/india-multilingual/_archive_v1/components/BreakdownTable.tsx
deleted file mode 100644
index d22bb84c..00000000
--- a/src/app/pilot/india-multilingual/_archive_v1/components/BreakdownTable.tsx
+++ /dev/null
@@ -1,133 +0,0 @@
-import React from 'react';
-import { HumanLLMAgreement, CriterionAgreement } from '@/types/shared';
-import { cn } from '@/lib/utils';
-
-const headingStyles = {
-  fontFamily: '"Source Serif 4", Georgia, Cambria, "Times New Roman", Times, serif',
-};
-
-interface BreakdownTableProps {
-  humanLLMAgreement: HumanLLMAgreement;
-}
-
-export function BreakdownTable({ humanLLMAgreement }: BreakdownTableProps) {
-  const { perCriterion } = humanLLMAgreement;
-  const criteria = Object.keys(perCriterion);
-
-  // Helper to format correlation with color
-  const formatCorrelation = (corr: number | null) => {
-    if (corr === null) return { text: 'N/A', color: 'text-muted-foreground' };
-    const absCorr = Math.abs(corr);
-    let color = 'text-red-500';
-    if (absCorr >= 0.7) color = 'text-green-500';
-    else if (absCorr >= 0.4) color = 'text-yellow-500';
-    return { text: corr.toFixed(3), color };
-  };
-
-  // Score bar component
-  const ScoreBar = ({ value, label, color }: { value: number; label: string; color: string }) => (
-    <div className="flex items-center gap-2">
-      <div className="w-24 h-3 bg-muted rounded-full overflow-hidden">
-        <div
-          className={cn('h-full rounded-full transition-all', color)}
-          style={{ width: `${value * 100}%` }}
-        />
-      </div>
-      <span className="text-sm font-mono min-w-[3rem]">
-        {(value * 100).toFixed(0)}%
-      </span>
-    </div>
-  );
-
-  return (
-    <section className="space-y-6">
-      <div className="space-y-2">
-        <h2
-          className="text-2xl font-semibold"
-          style={headingStyles}
-        >
-          Detailed Breakdown
-        </h2>
-        <p className="text-muted-foreground">
-          Per-criterion comparison of human evaluator ratings with LLM judge scores.
-        </p>
-      </div>
-
-      {/* Table */}
-      <div className="border border-border rounded-lg overflow-hidden">
-        <div className="overflow-x-auto">
-          <table className="w-full text-sm">
-            <thead className="bg-muted/50 dark:bg-slate-900/50">
-              <tr>
-                <th className="text-left px-4 py-3 font-medium">Criterion</th>
-                <th className="text-left px-4 py-3 font-medium">Human Mean</th>
-                <th className="text-left px-4 py-3 font-medium">LLM Mean</th>
-                <th className="text-center px-4 py-3 font-medium">Correlation</th>
-                <th className="text-center px-4 py-3 font-medium">Mean Diff</th>
-                <th className="text-center px-4 py-3 font-medium">N</th>
-              </tr>
-            </thead>
-            <tbody>
-              {criteria.map((criterion) => {
-                const data = perCriterion[criterion];
-                const corrFormat = formatCorrelation(data.correlation);
-                const diff = data.llmMean - data.humanMean;
-                const diffColor = Math.abs(diff) > 0.15
-                  ? (diff > 0 ? 'text-blue-500' : 'text-purple-500')
-                  : 'text-muted-foreground';
-
-                return (
-                  <tr key={criterion} className="border-t border-border">
-                    <td className="px-4 py-4 font-medium capitalize">
-                      {criterion.replace('_', ' ')}
-                    </td>
-                    <td className="px-4 py-4">
-                      <ScoreBar
-                        value={data.humanMean}
-                        label="Human"
-                        color="bg-emerald-500"
-                      />
-                    </td>
-                    <td className="px-4 py-4">
-                      <ScoreBar
-                        value={data.llmMean}
-                        label="LLM"
-                        color="bg-blue-500"
-                      />
-                    </td>
-                    <td className={cn('px-4 py-4 text-center font-mono', corrFormat.color)}>
-                      {corrFormat.text}
-                    </td>
-                    <td className={cn('px-4 py-4 text-center font-mono', diffColor)}>
-                      {diff > 0 ? '+' : ''}{(diff * 100).toFixed(1)}%
-                    </td>
-                    <td className="px-4 py-4 text-center text-muted-foreground">
-                      {data.n}
-                    </td>
-                  </tr>
-                );
-              })}
-            </tbody>
-          </table>
-        </div>
-      </div>
-
-      {/* Legend */}
-      <div className="flex flex-wrap gap-6 text-xs text-muted-foreground">
-        <div className="flex items-center gap-2">
-          <div className="w-3 h-3 rounded-full bg-emerald-500" />
-          <span>Human evaluator mean</span>
-        </div>
-        <div className="flex items-center gap-2">
-          <div className="w-3 h-3 rounded-full bg-blue-500" />
-          <span>LLM judge mean</span>
-        </div>
-        <div>
-          <span className="text-green-500">Correlation &gt; 0.7</span> = strong |{' '}
-          <span className="text-yellow-500">0.4-0.7</span> = moderate |{' '}
-          <span className="text-red-500">&lt; 0.4</span> = weak
-        </div>
-      </div>
-    </section>
-  );
-}
diff --git a/src/app/pilot/india-multilingual/_archive_v1/components/DataQualitySection.tsx b/src/app/pilot/india-multilingual/_archive_v1/components/DataQualitySection.tsx
deleted file mode 100644
index 3df7b790..00000000
--- a/src/app/pilot/india-multilingual/_archive_v1/components/DataQualitySection.tsx
+++ /dev/null
@@ -1,184 +0,0 @@
-'use client';
-
-import React from 'react';
-import { cn } from '@/lib/utils';
-
-const headingStyles = {
-  fontFamily: '"Source Serif 4", Georgia, Cambria, "Times New Roman", Times, serif',
-};
-
-interface DataQualitySectionProps {
-  dataQuality: {
-    workerReliability?: {
-      total_workers?: number;
-      high_reliability?: number;
-      medium_reliability?: number;
-      low_reliability?: number;
-      thresholds?: {
-        high?: number;
-        medium?: number;
-      };
-    };
-    methodology?: {
-      variance_weight?: number;
-      consistency_weight?: number;
-      model_diff_weight?: number;
-      domain_diff_weight?: number;
-      description?: string;
-    };
-    ratingsByTier?: {
-      high?: number;
-      all?: number;
-    };
-  };
-}
-
-export function DataQualitySection({ dataQuality }: DataQualitySectionProps) {
-  const { workerReliability, methodology, ratingsByTier } = dataQuality;
-
-  const totalWorkers = workerReliability?.total_workers || 0;
-  const highWorkers = workerReliability?.high_reliability || 0;
-  const mediumWorkers = workerReliability?.medium_reliability || 0;
-  const lowWorkers = workerReliability?.low_reliability || 0;
-
-  const highPct = totalWorkers > 0 ? (highWorkers / totalWorkers) * 100 : 0;
-  const mediumPct = totalWorkers > 0 ? (mediumWorkers / totalWorkers) * 100 : 0;
-  const lowPct = totalWorkers > 0 ? (lowWorkers / totalWorkers) * 100 : 0;
-
-  const highRatings = ratingsByTier?.high || 0;
-  const allRatings = ratingsByTier?.all || 0;
-  const highRatingsPct = allRatings > 0 ? (highRatings / allRatings) * 100 : 0;
-
-  return (
-    <section className="space-y-6">
-      <div className="space-y-2">
-        <h2
-          className="text-2xl font-semibold"
-          style={headingStyles}
-        >
-          Data Quality
-        </h2>
-        <p className="text-muted-foreground">
-          Each response was rated by a single native speaker. We compute worker reliability
-          scores to identify the most discerning evaluators.
-        </p>
-      </div>
-
-      {/* Worker reliability breakdown */}
-      <div className="grid md:grid-cols-2 gap-6">
-        <div className="p-5 bg-muted/30 dark:bg-slate-900/40 rounded-lg space-y-4">
-          <h3 className="font-semibold" style={headingStyles}>Worker Reliability Tiers</h3>
-
-          <div className="space-y-3">
-            {/* High reliability */}
-            <div className="space-y-1">
-              <div className="flex justify-between text-sm">
-                <span className="flex items-center gap-2">
-                  <span className="w-2 h-2 rounded-full bg-emerald-500" />
-                  High Reliability
-                </span>
-                <span className="font-mono">{highWorkers} workers ({highPct.toFixed(0)}%)</span>
-              </div>
-              <div className="w-full h-2 bg-muted rounded-full overflow-hidden">
-                <div
-                  className="h-full bg-emerald-500 rounded-full"
-                  style={{ width: `${highPct}%` }}
-                />
-              </div>
-            </div>
-
-            {/* Medium reliability */}
-            <div className="space-y-1">
-              <div className="flex justify-between text-sm">
-                <span className="flex items-center gap-2">
-                  <span className="w-2 h-2 rounded-full bg-amber-500" />
-                  Medium Reliability
-                </span>
-                <span className="font-mono">{mediumWorkers} workers ({mediumPct.toFixed(0)}%)</span>
-              </div>
-              <div className="w-full h-2 bg-muted rounded-full overflow-hidden">
-                <div
-                  className="h-full bg-amber-500 rounded-full"
-                  style={{ width: `${mediumPct}%` }}
-                />
-              </div>
-            </div>
-
-            {/* Low reliability */}
-            <div className="space-y-1">
-              <div className="flex justify-between text-sm">
-                <span className="flex items-center gap-2">
-                  <span className="w-2 h-2 rounded-full bg-slate-400" />
-                  Low Reliability
-                </span>
-                <span className="font-mono">{lowWorkers} workers ({lowPct.toFixed(0)}%)</span>
-              </div>
-              <div className="w-full h-2 bg-muted rounded-full overflow-hidden">
-                <div
-                  className="h-full bg-slate-400 rounded-full"
-                  style={{ width: `${lowPct}%` }}
-                />
-              </div>
-            </div>
-          </div>
-
-          <p className="text-xs text-muted-foreground pt-2">
-            High-reliability workers contributed {highRatings.toLocaleString()} of {allRatings.toLocaleString()} ratings ({highRatingsPct.toFixed(0)}%).
-          </p>
-        </div>
-
-        <div className="p-5 bg-muted/30 dark:bg-slate-900/40 rounded-lg space-y-4">
-          <h3 className="font-semibold" style={headingStyles}>Reliability Scoring</h3>
-
-          <p className="text-sm text-muted-foreground">
-            We compute a composite reliability score for each worker based on four signals:
-          </p>
-
-          <div className="space-y-2 text-sm">
-            <div className="flex justify-between">
-              <span>Rating Variance</span>
-              <span className="text-muted-foreground">40%</span>
-            </div>
-            <p className="text-xs text-muted-foreground pl-4 -mt-1">
-              Does the worker use the full rating scale, or give the same score to everything?
-            </p>
-
-            <div className="flex justify-between pt-2">
-              <span>Cross-Criterion Consistency</span>
-              <span className="text-muted-foreground">30%</span>
-            </div>
-            <p className="text-xs text-muted-foreground pl-4 -mt-1">
-              Do their ratings correlate sensibly? (e.g., low fluency → low trust)
-            </p>
-
-            <div className="flex justify-between pt-2">
-              <span>Model Differentiation</span>
-              <span className="text-muted-foreground">15%</span>
-            </div>
-            <p className="text-xs text-muted-foreground pl-4 -mt-1">
-              Do they rate Opus and Sonnet differently?
-            </p>
-
-            <div className="flex justify-between pt-2">
-              <span>Domain Sensitivity</span>
-              <span className="text-muted-foreground">15%</span>
-            </div>
-            <p className="text-xs text-muted-foreground pl-4 -mt-1">
-              Do they differentiate between Legal and Agriculture content?
-            </p>
-          </div>
-        </div>
-      </div>
-
-      {/* Key insight callout */}
-      <div className="p-4 bg-gradient-to-r from-emerald-500/10 to-amber-500/10 border border-emerald-500/20 rounded-lg">
-        <p className="text-sm text-muted-foreground">
-          <strong className="text-foreground">Why this matters:</strong> Low-reliability workers
-          (std=0 on ratings) inflate agreement statistics by always giving the same score. By filtering
-          to high-reliability workers, we see the <em>validated</em> human-LLM gaps — disagreements
-          that come from evaluators who demonstrably differentiate between responses.
-        </p>
-      </div>
-    </section>
-  );
-}
diff --git a/src/app/pilot/india-multilingual/_archive_v1/components/DisagreementExplorer.tsx b/src/app/pilot/india-multilingual/_archive_v1/components/DisagreementExplorer.tsx
deleted file mode 100644
index b7dc376d..00000000
--- a/src/app/pilot/india-multilingual/_archive_v1/components/DisagreementExplorer.tsx
+++ /dev/null
@@ -1,224 +0,0 @@
-'use client';
-
-import React, { useState } from 'react';
-import { HumanLLMDisagreement, ConversationMessage } from '@/types/shared';
-import { cn } from '@/lib/utils';
-import { ChevronDown, ChevronRight } from 'lucide-react';
-import ResponseRenderer from '@/app/components/ResponseRenderer';
-
-const headingStyles = {
-  fontFamily: '"Source Serif 4", Georgia, Cambria, "Times New Roman", Times, serif',
-};
-
-// Extract prompt text from context
-function getPromptText(context: string | ConversationMessage[] | undefined): string {
-  if (!context) return '';
-  if (typeof context === 'string') return context;
-  if (Array.isArray(context)) {
-    const userMessage = context.find((m) => m.role === 'user');
-    return userMessage?.content || '';
-  }
-  return '';
-}
-
-interface DisagreementExplorerProps {
-  disagreements: HumanLLMDisagreement[];
-  configId: string;
-  runLabel: string;
-  timestamp: string;
-  isHighReliabilityFiltered?: boolean;
-  promptContexts?: Record<string, string | ConversationMessage[]>;
-}
-
-export function DisagreementExplorer({
-  disagreements,
-  configId,
-  runLabel,
-  timestamp,
-  isHighReliabilityFiltered = false,
-  promptContexts = {},
-}: DisagreementExplorerProps) {
-  const [expandedIndex, setExpandedIndex] = useState<number | null>(null);
-  const [loadingResponse, setLoadingResponse] = useState<string | null>(null);
-  const [loadedResponses, setLoadedResponses] = useState<Record<string, string>>({});
-
-  // Format model name for display
-  const formatModelName = (modelId: string) => {
-    const name = modelId.split('/').pop() || modelId;
-    return name.replace(/\[temp:\d+\.?\d*\]/, '').trim();
-  };
-
-  // Lazy-load response text when expanding
-  const handleExpand = async (index: number, disagreement: HumanLLMDisagreement) => {
-    if (expandedIndex === index) {
-      setExpandedIndex(null);
-      return;
-    }
-
-    setExpandedIndex(index);
-
-    const key = `${disagreement.prompt_id}_${disagreement.model_id}`;
-    if (loadedResponses[key]) return; // Already loaded
-
-    setLoadingResponse(key);
-
-    try {
-      // Fetch the response from the API using proper nested route pattern
-      const response = await fetch(
-        `/api/comparison/${encodeURIComponent(configId)}/${encodeURIComponent(runLabel)}/${encodeURIComponent(timestamp)}/modal-data/${encodeURIComponent(disagreement.prompt_id)}/${encodeURIComponent(disagreement.model_id)}`
-      );
-
-      if (response.ok) {
-        const data = await response.json();
-        setLoadedResponses((prev) => ({
-          ...prev,
-          [key]: data.response || 'Response not available',
-        }));
-      }
-    } catch (error) {
-      console.error('Failed to load response:', error);
-    } finally {
-      setLoadingResponse(null);
-    }
-  };
-
-  // Show top 10 disagreements
-  const displayDisagreements = disagreements.slice(0, 10);
-
-  return (
-    <section className="space-y-6">
-      <div className="space-y-2">
-        <h2
-          className="text-2xl font-semibold flex items-center gap-3"
-          style={headingStyles}
-        >
-          Notable Disagreements
-          {isHighReliabilityFiltered && (
-            <span className="text-xs font-normal bg-emerald-500/20 text-emerald-600 dark:text-emerald-400 px-2 py-0.5 rounded-full">
-              High-reliability workers only
-            </span>
-          )}
-        </h2>
-        <p className="text-muted-foreground">
-          {isHighReliabilityFiltered
-            ? 'Cases where a discerning human evaluator and LLM judges diverged most significantly. Each case was rated by a single worker who shows variance in their ratings and differentiates between responses.'
-            : 'Cases where human and LLM scores diverged most significantly (|diff| > 0.3). Click to explore details.'}
-        </p>
-      </div>
-
-      <div className="space-y-3">
-        {displayDisagreements.map((d, i) => {
-          const isExpanded = expandedIndex === i;
-          const key = `${d.prompt_id}_${d.model_id}`;
-          const responseText = loadedResponses[key];
-          const isLoading = loadingResponse === key;
-
-          return (
-            <div
-              key={i}
-              className={cn(
-                'border border-border rounded-lg overflow-hidden transition-colors',
-                isExpanded && 'border-primary/30'
-              )}
-            >
-              {/* Header - always visible */}
-              <button
-                onClick={() => handleExpand(i, d)}
-                className="w-full flex items-center justify-between p-4 hover:bg-muted/30 transition-colors text-left"
-              >
-                <div className="flex items-center gap-4">
-                  {isExpanded ? (
-                    <ChevronDown className="w-4 h-4 text-muted-foreground" />
-                  ) : (
-                    <ChevronRight className="w-4 h-4 text-muted-foreground" />
-                  )}
-                  <div className="space-y-1">
-                    <div className="font-mono text-xs text-muted-foreground">
-                      {d.prompt_id}
-                    </div>
-                    <div className="flex items-center gap-3">
-                      <span className="font-medium capitalize">
-                        {d.criterion.replace('_', ' ')}
-                      </span>
-                      <span className="text-xs text-muted-foreground">
-                        {formatModelName(d.model_id)}
-                      </span>
-                    </div>
-                  </div>
-                </div>
-
-                <div className="flex items-center gap-6">
-                  <div className="text-center">
-                    <div className="text-xs text-muted-foreground">Human</div>
-                    <div className="font-mono text-emerald-500">{(d.human * 100).toFixed(0)}%</div>
-                  </div>
-                  <div className="text-center">
-                    <div className="text-xs text-muted-foreground">LLM</div>
-                    <div className="font-mono text-blue-500">{(d.llm * 100).toFixed(0)}%</div>
-                  </div>
-                  <div className="text-center min-w-[4rem]">
-                    <div className="text-xs text-muted-foreground">Diff</div>
-                    <div className={cn(
-                      'font-mono font-bold',
-                      d.diff > 0.5 ? 'text-red-500' : 'text-amber-500'
-                    )}>
-                      {d.diff > 0 ? '+' : ''}{(d.diff * 100).toFixed(0)}%
-                    </div>
-                  </div>
-                </div>
-              </button>
-
-              {/* Expanded content */}
-              {isExpanded && (
-                <div className="px-4 pb-4 pt-2 border-t border-border bg-muted/20 space-y-4">
-                  {/* Question/Prompt */}
-                  {promptContexts[d.prompt_id] && (
-                    <div>
-                      <div className="text-xs text-muted-foreground uppercase font-medium mb-2">
-                        Question
-                      </div>
-                      <div className="text-sm bg-background/50 p-3 rounded-lg border border-border/50">
-                        <pre className="whitespace-pre-wrap font-sans">{getPromptText(promptContexts[d.prompt_id])}</pre>
-                      </div>
-                    </div>
-                  )}
-
-                  {isLoading ? (
-                    <div className="flex items-center gap-2 text-sm text-muted-foreground py-4">
-                      <div className="w-4 h-4 border-2 border-primary border-t-transparent rounded-full animate-spin" />
-                      Loading response...
-                    </div>
-                  ) : responseText ? (
-                    <div className="space-y-3">
-                      <div className="text-xs text-muted-foreground uppercase font-medium">
-                        Model Response
-                      </div>
-                      <div className="text-sm bg-background/50 p-4 rounded-lg border border-border/50 max-h-64 overflow-y-auto">
-                        <ResponseRenderer content={responseText} renderAs="html" />
-                      </div>
-                      <div className="text-xs text-muted-foreground">
-                        The human evaluator rated this response significantly
-                        {d.human > d.llm ? ' higher ' : ' lower '}
-                        than the LLM judges on <span className="capitalize">{d.criterion.replace('_', ' ')}</span>.
-                      </div>
-                    </div>
-                  ) : (
-                    <div className="text-sm text-muted-foreground py-4">
-                      Click to load response details.
-                    </div>
-                  )}
-                </div>
-              )}
-            </div>
-          );
-        })}
-      </div>
-
-      {disagreements.length > 10 && (
-        <div className="text-center text-sm text-muted-foreground">
-          Showing top 10 of {disagreements.length} notable disagreements.
-        </div>
-      )}
-    </section>
-  );
-}
diff --git a/src/app/pilot/india-multilingual/_archive_v1/components/ExemplarWorkers.tsx b/src/app/pilot/india-multilingual/_archive_v1/components/ExemplarWorkers.tsx
deleted file mode 100644
index 9b0dbae6..00000000
--- a/src/app/pilot/india-multilingual/_archive_v1/components/ExemplarWorkers.tsx
+++ /dev/null
@@ -1,227 +0,0 @@
-'use client';
-
-import React, { useState } from 'react';
-import { cn } from '@/lib/utils';
-import { ChevronDown, ChevronRight, User, Mic } from 'lucide-react';
-
-const headingStyles = {
-  fontFamily: '"Source Serif 4", Georgia, Cambria, "Times New Roman", Times, serif',
-};
-
-export interface WorkerProfile {
-  workerId: string;
-  comparisons: number;
-  opus: number;
-  sonnet: number;
-  equalGood: number;
-  equalBad: number;
-  languages: string[];
-  domains: string[];
-  opusRate: number;
-  samples: Array<{
-    question: string;
-    choice: string;
-    language: string;
-    domain: string;
-  }>;
-}
-
-interface ExemplarWorkersProps {
-  workers: WorkerProfile[];
-}
-
-function WorkerCard({ worker, rank }: { worker: WorkerProfile; rank: number }) {
-  const [expanded, setExpanded] = useState(false);
-  const decided = worker.opus + worker.sonnet;
-  const preference = worker.opusRate > 0.6 ? 'Opus' : worker.opusRate < 0.4 ? 'Sonnet' : 'Balanced';
-
-  return (
-    <div className={cn(
-      "border border-border rounded-lg overflow-hidden transition-all",
-      expanded && "border-primary/30"
-    )}>
-      <button
-        onClick={() => setExpanded(!expanded)}
-        className="w-full p-4 hover:bg-muted/30 transition-colors text-left"
-      >
-        <div className="flex items-center gap-4">
-          <div className="flex items-center justify-center w-8 h-8 rounded-full bg-primary/10 text-primary font-bold text-sm">
-            {rank}
-          </div>
-
-          <div className="flex-1 min-w-0">
-            <div className="flex items-center gap-2">
-              <User className="w-4 h-4 text-muted-foreground" />
-              <span className="font-medium">Worker {worker.workerId}</span>
-              <span className="text-xs px-2 py-0.5 rounded-full bg-muted text-muted-foreground">
-                {worker.languages.join(', ')}
-              </span>
-            </div>
-            <div className="text-sm text-muted-foreground mt-1">
-              {worker.comparisons} comparisons · {worker.domains.join(' & ')}
-            </div>
-          </div>
-
-          <div className="flex items-center gap-4">
-            <div className="text-right">
-              <div className={cn(
-                "text-lg font-bold",
-                preference === 'Opus' ? 'text-primary' :
-                preference === 'Sonnet' ? 'text-amber-500' : 'text-muted-foreground'
-              )}>
-                {(worker.opusRate * 100).toFixed(0)}% Opus
-              </div>
-              <div className="text-xs text-muted-foreground">
-                {worker.opus} vs {worker.sonnet}
-              </div>
-            </div>
-            {expanded ? (
-              <ChevronDown className="w-5 h-5 text-muted-foreground" />
-            ) : (
-              <ChevronRight className="w-5 h-5 text-muted-foreground" />
-            )}
-          </div>
-        </div>
-      </button>
-
-      {expanded && (
-        <div className="px-4 pb-4 pt-2 border-t border-border bg-muted/20 space-y-4">
-          {/* Stats breakdown */}
-          <div className="grid grid-cols-4 gap-4 text-center">
-            <div className="p-3 bg-primary/10 rounded-lg">
-              <div className="text-2xl font-bold text-primary">{worker.opus}</div>
-              <div className="text-xs text-muted-foreground">Chose Opus</div>
-            </div>
-            <div className="p-3 bg-muted/30 rounded-lg">
-              <div className="text-2xl font-bold">{worker.sonnet}</div>
-              <div className="text-xs text-muted-foreground">Chose Sonnet</div>
-            </div>
-            <div className="p-3 bg-emerald-500/10 rounded-lg">
-              <div className="text-2xl font-bold text-emerald-600">{worker.equalGood}</div>
-              <div className="text-xs text-muted-foreground">Equal (good)</div>
-            </div>
-            <div className="p-3 bg-red-500/10 rounded-lg">
-              <div className="text-2xl font-bold text-red-500">{worker.equalBad}</div>
-              <div className="text-xs text-muted-foreground">Equal (bad)</div>
-            </div>
-          </div>
-
-          {/* Preference bar */}
-          <div className="space-y-2">
-            <div className="text-xs text-muted-foreground uppercase font-medium">
-              Preference Distribution (when decided)
-            </div>
-            <div className="h-4 bg-muted/30 rounded-full overflow-hidden flex">
-              <div
-                className="bg-primary h-full"
-                style={{ width: `${worker.opusRate * 100}%` }}
-              />
-            </div>
-            <div className="flex justify-between text-xs text-muted-foreground">
-              <span>Opus {(worker.opusRate * 100).toFixed(0)}%</span>
-              <span>Sonnet {((1 - worker.opusRate) * 100).toFixed(0)}%</span>
-            </div>
-          </div>
-
-          {/* Sample questions */}
-          {worker.samples.length > 0 && (
-            <div className="space-y-2">
-              <div className="text-xs text-muted-foreground uppercase font-medium">
-                Sample Comparisons
-              </div>
-              <div className="space-y-2">
-                {worker.samples.map((sample, i) => (
-                  <div key={i} className="p-3 bg-background/50 rounded-lg border border-border/50">
-                    <div className="flex items-start gap-2">
-                      <div className={cn(
-                        "px-2 py-0.5 rounded text-xs font-medium shrink-0",
-                        sample.choice === 'opus' ? 'bg-primary/20 text-primary' :
-                        sample.choice === 'sonnet' ? 'bg-amber-500/20 text-amber-600' :
-                        'bg-muted text-muted-foreground'
-                      )}>
-                        {sample.choice === 'opus' ? 'Opus' :
-                         sample.choice === 'sonnet' ? 'Sonnet' :
-                         sample.choice === 'equal_good' ? 'Equal ✓' : 'Equal ✗'}
-                      </div>
-                      <div className="text-sm text-muted-foreground line-clamp-2">
-                        {sample.question}...
-                      </div>
-                    </div>
-                  </div>
-                ))}
-              </div>
-            </div>
-          )}
-
-          {/* Audio note */}
-          <div className="flex items-center gap-2 text-xs text-muted-foreground pt-2">
-            <Mic className="w-3 h-3" />
-            <span>Audio explanations recorded for each comparison (not yet accessible)</span>
-          </div>
-        </div>
-      )}
-    </div>
-  );
-}
-
-export function ExemplarWorkers({ workers }: ExemplarWorkersProps) {
-  // Filter out workers who made no actual decisions (all "unknown")
-  const workersWithDecisions = workers.filter(w => (w.opus + w.sonnet) > 0);
-
-  // Show top 10 workers with decisions, sorted by comparisons
-  const displayWorkers = workersWithDecisions.slice(0, 10);
-
-  // Calculate some aggregate stats (only from workers with decisions)
-  const strongOpusPreference = workersWithDecisions.filter(w => w.opusRate > 0.7).length;
-  const strongSonnetPreference = workersWithDecisions.filter(w => w.opusRate < 0.3).length;
-  const balanced = workersWithDecisions.filter(w => w.opusRate >= 0.4 && w.opusRate <= 0.6).length;
-
-  return (
-    <section className="space-y-6">
-      <div className="space-y-2">
-        <h2
-          className="text-2xl font-semibold"
-          style={headingStyles}
-        >
-          Exemplar Workers
-        </h2>
-        <p className="text-muted-foreground">
-          Deep dives into individual evaluators who performed the most head-to-head comparisons.
-          Each worker saw both Opus and Sonnet responses to the same questions.
-        </p>
-      </div>
-
-      {/* Summary stats */}
-      <div className="grid grid-cols-3 gap-4">
-        <div className="p-4 bg-primary/10 rounded-lg text-center">
-          <div className="text-2xl font-bold text-primary">{strongOpusPreference}</div>
-          <div className="text-sm text-muted-foreground">Strong Opus preference (&gt;70%)</div>
-        </div>
-        <div className="p-4 bg-muted/30 rounded-lg text-center">
-          <div className="text-2xl font-bold">{balanced}</div>
-          <div className="text-sm text-muted-foreground">Balanced (40-60%)</div>
-        </div>
-        <div className="p-4 bg-amber-500/10 rounded-lg text-center">
-          <div className="text-2xl font-bold text-amber-600">{strongSonnetPreference}</div>
-          <div className="text-sm text-muted-foreground">Strong Sonnet preference (&lt;30%)</div>
-        </div>
-      </div>
-
-      {/* Worker cards */}
-      <div className="space-y-3">
-        {displayWorkers.map((worker, i) => (
-          <WorkerCard key={worker.workerId} worker={worker} rank={i + 1} />
-        ))}
-      </div>
-
-      <div className="text-center text-sm text-muted-foreground">
-        Showing top {displayWorkers.length} of {workersWithDecisions.length} workers who expressed preferences
-        {workers.length !== workersWithDecisions.length && (
-          <span className="block text-xs mt-1">
-            ({workers.length - workersWithDecisions.length} Bengali workers excluded — all responses marked unknown)
-          </span>
-        )}
-      </div>
-    </section>
-  );
-}
diff --git a/src/app/pilot/india-multilingual/_archive_v1/components/FeaturedCases.tsx b/src/app/pilot/india-multilingual/_archive_v1/components/FeaturedCases.tsx
deleted file mode 100644
index bbff1aa0..00000000
--- a/src/app/pilot/india-multilingual/_archive_v1/components/FeaturedCases.tsx
+++ /dev/null
@@ -1,531 +0,0 @@
-'use client';
-
-import React, { useState } from 'react';
-import { LLMCoverageScores, CoverageResult, ConversationMessage } from '@/types/shared';
-import { ChevronDown, ChevronRight, Sparkles, AlertTriangle, Scale } from 'lucide-react';
-import { cn } from '@/lib/utils';
-import ResponseRenderer from '@/app/components/ResponseRenderer';
-
-const headingStyles = {
-  fontFamily: '"Source Serif 4", Georgia, Cambria, "Times New Roman", Times, serif',
-};
-
-interface ModelScores {
-  trust?: number;
-  fluency?: number;
-  complexity?: number;
-  code_switching?: number;
-}
-
-interface FeaturedCase {
-  id: string;
-  title: string;
-  description: string;
-  promptId: string;
-  modelId: string;
-  category: 'divergence' | 'trust-gap' | 'fluency-issue' | 'interesting';
-  humanScores: ModelScores;
-  llmScores: ModelScores;
-  highlight: string;
-  // For divergence cases: the other model to compare
-  comparisonModelId?: string;
-  comparisonHumanScores?: ModelScores;
-  comparisonLlmScores?: ModelScores;
-}
-
-interface FeaturedCasesProps {
-  llmCoverageScores: LLMCoverageScores;
-  models: string[];
-  configId: string;
-  runLabel: string;
-  timestamp: string;
-  promptContexts: Record<string, string | ConversationMessage[]>;
-}
-
-// Extract prompt text from context
-function getPromptText(context: string | ConversationMessage[] | undefined): string {
-  if (!context) return '';
-  if (typeof context === 'string') return context;
-  if (Array.isArray(context)) {
-    const userMessage = context.find((m) => m.role === 'user');
-    return userMessage?.content || '';
-  }
-  return '';
-}
-
-// Helper to extract scores from coverage result
-function extractScores(result: CoverageResult | null | undefined): {
-  human: ModelScores;
-  llm: ModelScores;
-} {
-  if (!result) return { human: {}, llm: {} };
-  return {
-    human: result.humanRatings || {},
-    llm: result.llmCriterionScores || {},
-  };
-}
-
-// Find interesting cases from the data
-function findFeaturedCases(
-  llmCoverageScores: LLMCoverageScores,
-  models: string[]
-): FeaturedCase[] {
-  const cases: FeaturedCase[] = [];
-  const promptIds = Object.keys(llmCoverageScores);
-
-  // Track what we've found to ensure diversity
-  const foundCategories = new Set<string>();
-
-  for (const promptId of promptIds) {
-    const promptData = llmCoverageScores[promptId];
-    if (!promptData) continue;
-
-    for (const modelId of models) {
-      const result = promptData[modelId];
-      if (!result) continue;
-
-      const { human, llm } = extractScores(result);
-      const reliability = result.humanRatings?.workerReliabilityTier;
-
-      // Only consider high-reliability worker cases for most categories
-      if (reliability !== 'high') continue;
-
-      // Case 1: Zero fluency from reliable worker (LLM says it's fine)
-      if (
-        human.fluency === 0 &&
-        llm.fluency !== undefined &&
-        llm.fluency >= 0.75 &&
-        !foundCategories.has('fluency-issue-1')
-      ) {
-        cases.push({
-          id: `fluency-${promptId}-${modelId}`,
-          title: 'Native Speaker Rates Response Unreadable',
-          description: 'A reliable native speaker gave 0% fluency while LLM judges rated it highly.',
-          promptId,
-          modelId,
-          category: 'fluency-issue',
-          humanScores: human,
-          llmScores: llm,
-          highlight: `Human: ${(human.fluency * 100).toFixed(0)}% fluency vs LLM: ${(llm.fluency * 100).toFixed(0)}%`,
-        });
-        foundCategories.add('fluency-issue-1');
-      }
-
-      // Case 2: High fluency but zero trust
-      if (
-        human.fluency !== undefined &&
-        human.fluency >= 0.75 &&
-        human.trust === 0 &&
-        !foundCategories.has('trust-gap-1')
-      ) {
-        cases.push({
-          id: `trust-${promptId}-${modelId}`,
-          title: 'Fluent but Untrustworthy',
-          description: 'Response reads well but contains information the evaluator doesn\'t trust.',
-          promptId,
-          modelId,
-          category: 'trust-gap',
-          humanScores: human,
-          llmScores: llm,
-          highlight: `Fluency: ${(human.fluency * 100).toFixed(0)}% but Trust: ${(human.trust * 100).toFixed(0)}%`,
-        });
-        foundCategories.add('trust-gap-1');
-      }
-
-      // Case 3: Code-switching disagreement (LLM thinks it's bad, human thinks it's fine)
-      if (
-        human.code_switching !== undefined &&
-        human.code_switching >= 0.75 &&
-        llm.code_switching !== undefined &&
-        llm.code_switching <= 0.25 &&
-        !foundCategories.has('code-switching-1')
-      ) {
-        cases.push({
-          id: `cs-${promptId}-${modelId}`,
-          title: 'Code-Switching Accepted by Native Speaker',
-          description: 'LLM judges penalized English mixing that the native speaker found natural.',
-          promptId,
-          modelId,
-          category: 'interesting',
-          humanScores: human,
-          llmScores: llm,
-          highlight: `Human: ${(human.code_switching * 100).toFixed(0)}% vs LLM: ${(llm.code_switching * 100).toFixed(0)}%`,
-        });
-        foundCategories.add('code-switching-1');
-      }
-
-      // Stop if we have enough non-divergence cases
-      if (cases.length >= 3) break;
-    }
-    if (cases.length >= 3) break;
-  }
-
-  // Case 4: Model divergence - find where Opus and Sonnet differ dramatically
-  // Both workers must be high-reliability for this to be meaningful
-  if (models.length >= 2 && !foundCategories.has('divergence-1')) {
-    for (const promptId of promptIds) {
-      const promptData = llmCoverageScores[promptId];
-      if (!promptData) continue;
-
-      const results = models.map(m => ({ model: m, result: promptData[m] })).filter(r => r.result);
-      if (results.length < 2) continue;
-
-      const [first, second] = results;
-
-      // Both workers must be high-reliability
-      const firstReliability = first.result?.humanRatings?.workerReliabilityTier;
-      const secondReliability = second.result?.humanRatings?.workerReliabilityTier;
-      if (firstReliability !== 'high' || secondReliability !== 'high') continue;
-
-      const firstScores = extractScores(first.result);
-      const secondScores = extractScores(second.result);
-
-      // Look for dramatic trust/fluency divergence
-      if (
-        firstScores.human.trust !== undefined &&
-        secondScores.human.trust !== undefined &&
-        Math.abs(firstScores.human.trust - secondScores.human.trust) >= 0.75
-      ) {
-        // Determine which is better/worse
-        const betterFirst = firstScores.human.trust > secondScores.human.trust;
-        const better = betterFirst ? first : second;
-        const worse = betterFirst ? second : first;
-        const betterScores = betterFirst ? firstScores : secondScores;
-        const worseScores = betterFirst ? secondScores : firstScores;
-
-        cases.push({
-          id: `diverge-${promptId}`,
-          title: 'Dramatic Model Divergence',
-          description: 'Same prompt, vastly different human trust ratings between models.',
-          promptId,
-          // Primary model is the "worse" one (more interesting to examine)
-          modelId: worse.model,
-          category: 'divergence',
-          humanScores: worseScores.human,
-          llmScores: worseScores.llm,
-          // Comparison model is the "better" one
-          comparisonModelId: better.model,
-          comparisonHumanScores: betterScores.human,
-          comparisonLlmScores: betterScores.llm,
-          highlight: `${formatModelShort(better.model)}: ${((betterScores.human.trust || 0) * 100).toFixed(0)}% trust vs ${formatModelShort(worse.model)}: ${((worseScores.human.trust || 0) * 100).toFixed(0)}%`,
-        });
-        foundCategories.add('divergence-1');
-        break;
-      }
-    }
-  }
-
-  return cases.slice(0, 4);
-}
-
-function formatModelShort(modelId: string): string {
-  const name = modelId.split('/').pop() || modelId;
-  if (name.includes('opus')) return 'Opus';
-  if (name.includes('sonnet')) return 'Sonnet';
-  return name.replace(/\[temp:\d+\.?\d*\]/, '').trim().slice(0, 12);
-}
-
-function formatModelName(modelId: string): string {
-  const name = modelId.split('/').pop() || modelId;
-  return name.replace(/\[temp:\d+\.?\d*\]/, '').trim();
-}
-
-function CategoryIcon({ category }: { category: FeaturedCase['category'] }) {
-  switch (category) {
-    case 'divergence':
-      return <Scale className="w-4 h-4" />;
-    case 'trust-gap':
-      return <AlertTriangle className="w-4 h-4" />;
-    case 'fluency-issue':
-      return <AlertTriangle className="w-4 h-4" />;
-    default:
-      return <Sparkles className="w-4 h-4" />;
-  }
-}
-
-function categoryColor(category: FeaturedCase['category']): string {
-  switch (category) {
-    case 'divergence':
-      return 'text-purple-500 bg-purple-500/10';
-    case 'trust-gap':
-      return 'text-amber-500 bg-amber-500/10';
-    case 'fluency-issue':
-      return 'text-red-500 bg-red-500/10';
-    default:
-      return 'text-blue-500 bg-blue-500/10';
-  }
-}
-
-function ScoreCard({
-  title,
-  scores,
-  llmScores,
-  colorClass
-}: {
-  title: string;
-  scores: ModelScores;
-  llmScores?: ModelScores;
-  colorClass: string;
-}) {
-  return (
-    <div className={cn('p-3 rounded-lg', colorClass)}>
-      <div className="text-xs font-medium mb-2">{title}</div>
-      <div className="grid grid-cols-2 gap-2 text-xs">
-        {scores.trust !== undefined && (
-          <div>
-            <span className="text-muted-foreground">Trust:</span>{' '}
-            <span className="font-mono">{(scores.trust * 100).toFixed(0)}%</span>
-          </div>
-        )}
-        {scores.fluency !== undefined && (
-          <div>
-            <span className="text-muted-foreground">Fluency:</span>{' '}
-            <span className="font-mono">{(scores.fluency * 100).toFixed(0)}%</span>
-          </div>
-        )}
-        {scores.complexity !== undefined && (
-          <div>
-            <span className="text-muted-foreground">Complexity:</span>{' '}
-            <span className="font-mono">{(scores.complexity * 100).toFixed(0)}%</span>
-          </div>
-        )}
-        {scores.code_switching !== undefined && (
-          <div>
-            <span className="text-muted-foreground">Code-switch:</span>{' '}
-            <span className="font-mono">{(scores.code_switching * 100).toFixed(0)}%</span>
-          </div>
-        )}
-      </div>
-    </div>
-  );
-}
-
-export function FeaturedCases({
-  llmCoverageScores,
-  models,
-  configId,
-  runLabel,
-  timestamp,
-  promptContexts,
-}: FeaturedCasesProps) {
-  const [expandedId, setExpandedId] = useState<string | null>(null);
-  const [loadingResponses, setLoadingResponses] = useState<Set<string>>(new Set());
-  const [loadedResponses, setLoadedResponses] = useState<Record<string, string>>({});
-
-  const featuredCases = findFeaturedCases(llmCoverageScores, models);
-
-  if (featuredCases.length === 0) {
-    return null;
-  }
-
-  const fetchResponse = async (promptId: string, modelId: string) => {
-    const key = `${promptId}_${modelId}`;
-    if (loadedResponses[key] || loadingResponses.has(key)) return;
-
-    setLoadingResponses(prev => new Set(prev).add(key));
-
-    try {
-      const response = await fetch(
-        `/api/comparison/${encodeURIComponent(configId)}/${encodeURIComponent(runLabel)}/${encodeURIComponent(timestamp)}/modal-data/${encodeURIComponent(promptId)}/${encodeURIComponent(modelId)}`
-      );
-
-      if (response.ok) {
-        const data = await response.json();
-        setLoadedResponses((prev) => ({
-          ...prev,
-          [key]: data.response || 'Response not available',
-        }));
-      }
-    } catch (error) {
-      console.error('Failed to load response:', error);
-    } finally {
-      setLoadingResponses(prev => {
-        const next = new Set(prev);
-        next.delete(key);
-        return next;
-      });
-    }
-  };
-
-  const handleExpand = async (caseItem: FeaturedCase) => {
-    if (expandedId === caseItem.id) {
-      setExpandedId(null);
-      return;
-    }
-
-    setExpandedId(caseItem.id);
-
-    // Fetch primary model response
-    fetchResponse(caseItem.promptId, caseItem.modelId);
-
-    // For divergence cases, also fetch the comparison model response
-    if (caseItem.category === 'divergence' && caseItem.comparisonModelId) {
-      fetchResponse(caseItem.promptId, caseItem.comparisonModelId);
-    }
-  };
-
-  return (
-    <section className="space-y-6">
-      <div className="space-y-2">
-        <h2
-          className="text-2xl font-semibold flex items-center gap-3"
-          style={headingStyles}
-        >
-          <Sparkles className="w-6 h-6 text-primary" />
-          Featured Cases
-        </h2>
-        <p className="text-muted-foreground">
-          Hand-picked examples that illustrate key patterns in human-LLM disagreement.
-          Each case comes from a high-reliability worker.
-        </p>
-      </div>
-
-      <div className="grid gap-4 md:grid-cols-2">
-        {featuredCases.map((caseItem) => {
-          const isExpanded = expandedId === caseItem.id;
-          const primaryKey = `${caseItem.promptId}_${caseItem.modelId}`;
-          const comparisonKey = caseItem.comparisonModelId
-            ? `${caseItem.promptId}_${caseItem.comparisonModelId}`
-            : null;
-
-          const primaryResponse = loadedResponses[primaryKey];
-          const comparisonResponse = comparisonKey ? loadedResponses[comparisonKey] : null;
-          const isLoading = loadingResponses.has(primaryKey) || (comparisonKey && loadingResponses.has(comparisonKey));
-          const isDivergence = caseItem.category === 'divergence';
-
-          return (
-            <div
-              key={caseItem.id}
-              className={cn(
-                'border border-border rounded-lg overflow-hidden transition-all',
-                isExpanded && 'md:col-span-2 border-primary/30'
-              )}
-            >
-              <button
-                onClick={() => handleExpand(caseItem)}
-                className="w-full p-4 hover:bg-muted/30 transition-colors text-left"
-              >
-                <div className="flex items-start gap-3">
-                  <div className={cn('p-2 rounded-lg', categoryColor(caseItem.category))}>
-                    <CategoryIcon category={caseItem.category} />
-                  </div>
-                  <div className="flex-1 min-w-0">
-                    <div className="flex items-center gap-2">
-                      <h3 className="font-semibold text-sm">{caseItem.title}</h3>
-                      {isExpanded ? (
-                        <ChevronDown className="w-4 h-4 text-muted-foreground ml-auto flex-shrink-0" />
-                      ) : (
-                        <ChevronRight className="w-4 h-4 text-muted-foreground ml-auto flex-shrink-0" />
-                      )}
-                    </div>
-                    <p className="text-xs text-muted-foreground mt-1">
-                      {caseItem.description}
-                    </p>
-                    <div className="mt-2 inline-block px-2 py-0.5 bg-muted/50 rounded text-xs font-mono">
-                      {caseItem.highlight}
-                    </div>
-                  </div>
-                </div>
-              </button>
-
-              {isExpanded && (
-                <div className="px-4 pb-4 pt-2 border-t border-border bg-muted/20 space-y-4">
-                  {/* Prompt */}
-                  <div>
-                    <div className="text-xs text-muted-foreground uppercase font-medium mb-2">
-                      Question
-                    </div>
-                    <div className="text-sm bg-background/50 p-3 rounded-lg border border-border/50">
-                      <pre className="whitespace-pre-wrap font-sans">{getPromptText(promptContexts[caseItem.promptId])}</pre>
-                    </div>
-                  </div>
-
-                  {isLoading && (
-                    <div className="flex items-center gap-2 text-sm text-muted-foreground py-4">
-                      <div className="w-4 h-4 border-2 border-primary border-t-transparent rounded-full animate-spin" />
-                      Loading responses...
-                    </div>
-                  )}
-
-                  {isDivergence && caseItem.comparisonModelId ? (
-                    // Side-by-side comparison for divergence cases
-                    <div className="grid md:grid-cols-2 gap-4">
-                      {/* Better model (comparison) */}
-                      <div className="space-y-3">
-                        <div className="flex items-center gap-2">
-                          <div className="w-2 h-2 rounded-full bg-emerald-500" />
-                          <span className="text-sm font-medium">
-                            {formatModelShort(caseItem.comparisonModelId)} (Trusted)
-                          </span>
-                        </div>
-                        <ScoreCard
-                          title="Human Ratings"
-                          scores={caseItem.comparisonHumanScores || {}}
-                          colorClass="bg-emerald-500/10 text-emerald-600 dark:text-emerald-400"
-                        />
-                        {comparisonResponse && (
-                          <div className="text-sm bg-background/50 p-3 rounded-lg border border-emerald-500/30 max-h-48 overflow-y-auto">
-                            <ResponseRenderer content={comparisonResponse} renderAs="html" />
-                          </div>
-                        )}
-                      </div>
-
-                      {/* Worse model (primary) */}
-                      <div className="space-y-3">
-                        <div className="flex items-center gap-2">
-                          <div className="w-2 h-2 rounded-full bg-red-500" />
-                          <span className="text-sm font-medium">
-                            {formatModelShort(caseItem.modelId)} (Not Trusted)
-                          </span>
-                        </div>
-                        <ScoreCard
-                          title="Human Ratings"
-                          scores={caseItem.humanScores}
-                          colorClass="bg-red-500/10 text-red-600 dark:text-red-400"
-                        />
-                        {primaryResponse && (
-                          <div className="text-sm bg-background/50 p-3 rounded-lg border border-red-500/30 max-h-48 overflow-y-auto">
-                            <ResponseRenderer content={primaryResponse} renderAs="html" />
-                          </div>
-                        )}
-                      </div>
-                    </div>
-                  ) : (
-                    // Single model view for other cases
-                    <>
-                      {/* Score comparison */}
-                      <div className="grid grid-cols-2 gap-4">
-                        <ScoreCard
-                          title="Human Ratings"
-                          scores={caseItem.humanScores}
-                          colorClass="bg-emerald-500/10 text-emerald-600 dark:text-emerald-400"
-                        />
-                        <ScoreCard
-                          title="LLM Ratings"
-                          scores={caseItem.llmScores}
-                          colorClass="bg-blue-500/10 text-blue-600 dark:text-blue-400"
-                        />
-                      </div>
-
-                      {/* Response */}
-                      {primaryResponse && (
-                        <div className="space-y-2">
-                          <div className="text-xs text-muted-foreground uppercase font-medium">
-                            Response ({formatModelShort(caseItem.modelId)})
-                          </div>
-                          <div className="text-sm bg-background/50 p-4 rounded-lg border border-border/50 max-h-64 overflow-y-auto">
-                            <ResponseRenderer content={primaryResponse} renderAs="html" />
-                          </div>
-                        </div>
-                      )}
-                    </>
-                  )}
-                </div>
-              )}
-            </div>
-          );
-        })}
-      </div>
-    </section>
-  );
-}
diff --git a/src/app/pilot/india-multilingual/_archive_v1/components/FilterBar.tsx b/src/app/pilot/india-multilingual/_archive_v1/components/FilterBar.tsx
deleted file mode 100644
index 4522782f..00000000
--- a/src/app/pilot/india-multilingual/_archive_v1/components/FilterBar.tsx
+++ /dev/null
@@ -1,116 +0,0 @@
-'use client';
-
-import React from 'react';
-
-export interface FilterState {
-  language: string;
-  domain: string;
-  pageSize: number;
-}
-
-interface FilterBarProps {
-  filters: FilterState;
-  onFilterChange: (filters: FilterState) => void;
-  availableLanguages: string[];
-  availableDomains: string[];
-}
-
-const LANGUAGE_LABELS: Record<string, string> = {
-  hi: 'Hindi',
-  be: 'Bengali',
-  te: 'Telugu',
-  ka: 'Kannada',
-  ma: 'Marathi',
-  as: 'Assamese',
-  mr: 'Marathi',
-};
-
-const DOMAIN_LABELS: Record<string, string> = {
-  agri: 'Agriculture',
-  lega: 'Legal',
-};
-
-export function parseLanguageFromPromptId(promptId: string): string {
-  const match = promptId.match(/^([a-z]{2})-/);
-  return match ? match[1] : 'unknown';
-}
-
-export function parseDomainFromPromptId(promptId: string): string {
-  if (promptId.includes('-agri-')) return 'agri';
-  if (promptId.includes('-lega-')) return 'lega';
-  return 'unknown';
-}
-
-export function getLanguageLabel(code: string): string {
-  return LANGUAGE_LABELS[code] || code.toUpperCase();
-}
-
-export function getDomainLabel(code: string): string {
-  return DOMAIN_LABELS[code] || code.charAt(0).toUpperCase() + code.slice(1);
-}
-
-export function FilterBar({
-  filters,
-  onFilterChange,
-  availableLanguages,
-  availableDomains,
-}: FilterBarProps) {
-  const selectBaseClass = `
-    px-3 py-1.5 rounded-md border border-border bg-background
-    text-sm text-foreground
-    focus:outline-none focus:ring-2 focus:ring-primary/50
-    cursor-pointer
-  `;
-
-  return (
-    <div className="flex flex-wrap items-center gap-4">
-      {/* Language filter */}
-      <div className="flex items-center gap-2">
-        <label className="text-sm text-muted-foreground">Language:</label>
-        <select
-          value={filters.language}
-          onChange={(e) => onFilterChange({ ...filters, language: e.target.value })}
-          className={selectBaseClass}
-        >
-          <option value="all">All Languages</option>
-          {availableLanguages.map((lang) => (
-            <option key={lang} value={lang}>
-              {getLanguageLabel(lang)}
-            </option>
-          ))}
-        </select>
-      </div>
-
-      {/* Domain filter */}
-      <div className="flex items-center gap-2">
-        <label className="text-sm text-muted-foreground">Domain:</label>
-        <select
-          value={filters.domain}
-          onChange={(e) => onFilterChange({ ...filters, domain: e.target.value })}
-          className={selectBaseClass}
-        >
-          <option value="all">All Domains</option>
-          {availableDomains.map((domain) => (
-            <option key={domain} value={domain}>
-              {getDomainLabel(domain)}
-            </option>
-          ))}
-        </select>
-      </div>
-
-      {/* Page size */}
-      <div className="flex items-center gap-2">
-        <label className="text-sm text-muted-foreground">Show:</label>
-        <select
-          value={filters.pageSize}
-          onChange={(e) => onFilterChange({ ...filters, pageSize: parseInt(e.target.value, 10) })}
-          className={selectBaseClass}
-        >
-          <option value={25}>25</option>
-          <option value={50}>50</option>
-          <option value={100}>100</option>
-        </select>
-      </div>
-    </div>
-  );
-}
diff --git a/src/app/pilot/india-multilingual/_archive_v1/components/FindingsSection.tsx b/src/app/pilot/india-multilingual/_archive_v1/components/FindingsSection.tsx
deleted file mode 100644
index 495f0964..00000000
--- a/src/app/pilot/india-multilingual/_archive_v1/components/FindingsSection.tsx
+++ /dev/null
@@ -1,126 +0,0 @@
-import React from 'react';
-import { HumanLLMAgreement } from '@/types/shared';
-
-const headingStyles = {
-  fontFamily: '"Source Serif 4", Georgia, Cambria, "Times New Roman", Times, serif',
-};
-
-interface FindingsSectionProps {
-  humanLLMAgreement: HumanLLMAgreement;
-}
-
-export function FindingsSection({ humanLLMAgreement }: FindingsSectionProps) {
-  const { overall, perCriterion } = humanLLMAgreement;
-
-  // Calculate key findings from the data
-  const disagreementPercent = (overall.disagreementRate * 100).toFixed(1);
-
-  // Find fluency comparison
-  const fluency = perCriterion['fluency'];
-  const codeSwitching = perCriterion['code_switching'];
-
-  return (
-    <section className="space-y-8">
-      <div className="space-y-2">
-        <h2
-          className="text-2xl font-semibold"
-          style={headingStyles}
-        >
-          Judge Calibration Findings
-        </h2>
-        <p className="text-muted-foreground">
-          How well do LLM judges align with native speaker evaluations? The results reveal significant gaps.
-        </p>
-      </div>
-
-      {/* Main callout cards */}
-      <div className="grid gap-6">
-        {/* Disagreement Rate */}
-        <div className="p-6 bg-gradient-to-br from-amber-500/10 to-orange-500/10 dark:from-amber-500/20 dark:to-orange-500/20 border border-amber-500/20 rounded-xl">
-          <div className="flex items-start justify-between gap-4">
-            <div className="space-y-2">
-              <h3 className="text-lg font-semibold" style={headingStyles}>
-                {disagreementPercent}% Disagreement Rate
-              </h3>
-              <p className="text-muted-foreground">
-                Nearly half of all judgments had meaningful differences (&gt;0.3 on a 0-1 scale)
-                between human evaluators and LLM judges.
-              </p>
-            </div>
-            <div className="text-5xl font-bold text-amber-500/80">
-              {Math.round(overall.disagreementRate * 100)}%
-            </div>
-          </div>
-        </div>
-
-        {/* Fluency Over-rating */}
-        {fluency && (
-          <div className="p-6 bg-gradient-to-br from-blue-500/10 to-cyan-500/10 dark:from-blue-500/20 dark:to-cyan-500/20 border border-blue-500/20 rounded-xl">
-            <div className="flex items-start justify-between gap-4">
-              <div className="space-y-2">
-                <h3 className="text-lg font-semibold" style={headingStyles}>
-                  LLMs Over-Rate Fluency
-                </h3>
-                <p className="text-muted-foreground">
-                  Human: {(fluency.humanMean * 100).toFixed(0)}% vs LLM: {(fluency.llmMean * 100).toFixed(0)}%.
-                  LLMs think everything sounds great; native speakers are more critical of actual fluency.
-                </p>
-              </div>
-              <div className="text-right">
-                <div className="text-2xl font-bold text-blue-500/80">
-                  +{((fluency.llmMean - fluency.humanMean) * 100).toFixed(0)}%
-                </div>
-                <div className="text-xs text-muted-foreground">LLM bias</div>
-              </div>
-            </div>
-          </div>
-        )}
-
-        {/* Code-switching */}
-        {codeSwitching && (
-          <div className="p-6 bg-gradient-to-br from-purple-500/10 to-pink-500/10 dark:from-purple-500/20 dark:to-pink-500/20 border border-purple-500/20 rounded-xl">
-            <div className="flex items-start justify-between gap-4">
-              <div className="space-y-2">
-                <h3 className="text-lg font-semibold" style={headingStyles}>
-                  LLMs Penalize Code-Switching
-                </h3>
-                <p className="text-muted-foreground">
-                  Human: {(codeSwitching.humanMean * 100).toFixed(0)}% vs LLM: {(codeSwitching.llmMean * 100).toFixed(0)}%.
-                  Mixing English terms into Hindi/Bengali is natural and helpful to speakers,
-                  but LLMs treat it as a flaw.
-                </p>
-              </div>
-              <div className="text-right">
-                <div className="text-2xl font-bold text-purple-500/80">
-                  {((codeSwitching.llmMean - codeSwitching.humanMean) * 100).toFixed(0)}%
-                </div>
-                <div className="text-xs text-muted-foreground">LLM bias</div>
-              </div>
-            </div>
-          </div>
-        )}
-
-        {/* Correlation */}
-        <div className="p-6 bg-gradient-to-br from-slate-500/10 to-gray-500/10 dark:from-slate-500/20 dark:to-gray-500/20 border border-slate-500/20 rounded-xl">
-          <div className="flex items-start justify-between gap-4">
-            <div className="space-y-2">
-              <h3 className="text-lg font-semibold" style={headingStyles}>
-                Low Overall Correlation
-              </h3>
-              <p className="text-muted-foreground">
-                Even when average scores match, LLMs and humans are often rating different things as good or bad.
-                The correlation of {overall.correlation?.toFixed(2) ?? 'N/A'} suggests they&apos;re measuring different constructs.
-              </p>
-            </div>
-            <div className="text-right">
-              <div className="text-2xl font-bold text-slate-500">
-                {overall.correlation?.toFixed(2) ?? 'N/A'}
-              </div>
-              <div className="text-xs text-muted-foreground">correlation</div>
-            </div>
-          </div>
-        </div>
-      </div>
-    </section>
-  );
-}
diff --git a/src/app/pilot/india-multilingual/_archive_v1/components/HeadToHeadResults.tsx b/src/app/pilot/india-multilingual/_archive_v1/components/HeadToHeadResults.tsx
deleted file mode 100644
index e973eabe..00000000
--- a/src/app/pilot/india-multilingual/_archive_v1/components/HeadToHeadResults.tsx
+++ /dev/null
@@ -1,180 +0,0 @@
-'use client';
-
-import React from 'react';
-import { cn } from '@/lib/utils';
-
-const headingStyles = {
-  fontFamily: '"Source Serif 4", Georgia, Cambria, "Times New Roman", Times, serif',
-};
-
-export interface ComparativeResults {
-  totalComparisons: number;
-  totalWorkers: number;
-  opusWinRate: number;
-  overall: {
-    opus: number;
-    sonnet: number;
-    equal_good: number;
-    equal_bad: number;
-    unknown: number;
-  };
-  byLanguage: Record<string, {
-    opus: number;
-    sonnet: number;
-    equal_good: number;
-    equal_bad: number;
-    total: number;
-  }>;
-  byDomain: Record<string, {
-    opus: number;
-    sonnet: number;
-    total: number;
-  }>;
-}
-
-interface HeadToHeadResultsProps {
-  data: ComparativeResults;
-}
-
-export function HeadToHeadResults({ data }: HeadToHeadResultsProps) {
-  const { overall, byLanguage, opusWinRate } = data;
-  const decided = overall.opus + overall.sonnet;
-
-  // Sort languages by Opus lead, filtering out languages with no decisions
-  const languageStats = Object.entries(byLanguage)
-    .map(([lang, stats]) => {
-      const langDecided = (stats.opus || 0) + (stats.sonnet || 0);
-      const opusRate = langDecided > 0 ? (stats.opus || 0) / langDecided : null;
-      return {
-        language: lang,
-        opusRate,
-        opusLead: opusRate !== null ? (opusRate - 0.5) * 100 : null,
-        decided: langDecided,
-        total: stats.total,
-        unknown: (stats as any).unknown || 0,
-      };
-    })
-    .filter(s => s.decided > 0) // Only show languages with actual decisions
-    .sort((a, b) => (b.opusLead || 0) - (a.opusLead || 0));
-
-  return (
-    <section className="space-y-8">
-      <div className="space-y-2">
-        <h2
-          className="text-2xl font-semibold"
-          style={headingStyles}
-        >
-          Head-to-Head Results
-        </h2>
-        <p className="text-muted-foreground">
-          {data.totalComparisons.toLocaleString()} direct comparisons where native speakers chose between
-          Opus and Sonnet responses to the same question.
-        </p>
-      </div>
-
-      {/* Main Result */}
-      <div className="p-8 bg-gradient-to-br from-primary/5 via-primary/10 to-primary/5 rounded-2xl border border-primary/20">
-        <div className="text-center space-y-4">
-          <div className="text-sm uppercase tracking-wide text-muted-foreground">
-            When native speakers expressed a preference
-          </div>
-          <div className="flex items-center justify-center gap-8">
-            <div className="text-center">
-              <div className="text-5xl font-bold text-primary">
-                {(opusWinRate * 100).toFixed(1)}%
-              </div>
-              <div className="text-lg font-medium mt-1">Opus 4.5</div>
-            </div>
-            <div className="text-3xl text-muted-foreground">vs</div>
-            <div className="text-center">
-              <div className="text-5xl font-bold text-muted-foreground">
-                {((1 - opusWinRate) * 100).toFixed(1)}%
-              </div>
-              <div className="text-lg font-medium mt-1">Sonnet 4.5</div>
-            </div>
-          </div>
-          <div className="text-sm text-muted-foreground pt-2">
-            Based on {decided.toLocaleString()} decided comparisons
-            ({overall.equal_good.toLocaleString()} rated equally good, {overall.equal_bad.toLocaleString()} equally bad)
-          </div>
-        </div>
-      </div>
-
-      {/* By Language */}
-      <div className="space-y-4">
-        <h3 className="text-lg font-semibold" style={headingStyles}>
-          By Language
-        </h3>
-        <div className="space-y-3">
-          {languageStats.map(({ language, opusRate, opusLead, decided }) => {
-            // Skip rendering if no decisions (shouldn't happen after filter, but safe)
-            if (opusRate === null || opusLead === null) return null;
-            return (
-              <div key={language} className="space-y-1">
-                <div className="flex items-center justify-between text-sm">
-                  <span className="font-medium">{language}</span>
-                  <span className="text-muted-foreground">
-                    {decided.toLocaleString()} comparisons
-                  </span>
-                </div>
-                <div className="flex items-center gap-3">
-                  {/* Bar */}
-                  <div className="flex-1 h-8 bg-muted/30 rounded-lg overflow-hidden flex">
-                    <div
-                      className="bg-primary/80 flex items-center justify-end pr-2"
-                      style={{ width: `${opusRate * 100}%` }}
-                    >
-                      {opusRate > 0.3 && (
-                        <span className="text-xs font-medium text-primary-foreground">
-                          {(opusRate * 100).toFixed(0)}%
-                        </span>
-                      )}
-                    </div>
-                    <div
-                      className="bg-muted/50 flex items-center justify-start pl-2"
-                      style={{ width: `${(1 - opusRate) * 100}%` }}
-                    >
-                      {(1 - opusRate) > 0.3 && (
-                        <span className="text-xs font-medium text-muted-foreground">
-                          {((1 - opusRate) * 100).toFixed(0)}%
-                        </span>
-                      )}
-                    </div>
-                  </div>
-                  {/* Lead indicator */}
-                  <div className={cn(
-                    "w-20 text-right text-sm font-mono",
-                    opusLead > 10 ? "text-primary" : "text-muted-foreground"
-                  )}>
-                    {opusLead > 0 ? '+' : ''}{opusLead.toFixed(0)}pp
-                  </div>
-                </div>
-              </div>
-            );
-          })}
-        </div>
-        <div className="text-xs text-muted-foreground pt-2">
-          pp = percentage points lead over 50/50. Bengali excluded (all responses marked as unknown).
-        </div>
-      </div>
-
-      {/* Key Insight */}
-      {languageStats.length >= 2 && (
-        <div className="p-4 bg-amber-500/10 border border-amber-500/20 rounded-lg">
-          <div className="flex gap-3">
-            <div className="text-amber-500 text-lg">💡</div>
-            <div className="space-y-1">
-              <div className="font-medium text-amber-700 dark:text-amber-400">
-                {languageStats[0].language} shows strongest Opus preference
-              </div>
-              <div className="text-sm text-muted-foreground">
-                With a +{languageStats[0].opusLead?.toFixed(0)}pp lead, {languageStats[0].language} speakers showed the clearest
-                preference for Opus responses. {languageStats[languageStats.length - 1].language} showed the smallest gap at +{languageStats[languageStats.length - 1].opusLead?.toFixed(0)}pp.
-              </div>
-            </div>
-          </div>
-        </div>
-      )}
-    </section>
-  );
-}
diff --git a/src/app/pilot/india-multilingual/_archive_v1/components/HeroSection.tsx b/src/app/pilot/india-multilingual/_archive_v1/components/HeroSection.tsx
deleted file mode 100644
index 29ee50f0..00000000
--- a/src/app/pilot/india-multilingual/_archive_v1/components/HeroSection.tsx
+++ /dev/null
@@ -1,62 +0,0 @@
-import React from 'react';
-import CIPLogo from '@/components/icons/CIPLogo';
-
-const headingStyles = {
-  fontFamily: '"Source Serif 4", Georgia, Cambria, "Times New Roman", Times, serif',
-};
-
-const languages = [
-  { name: 'Hindi', script: 'हिन्दी' },
-  { name: 'Bengali', script: 'বাংলা' },
-  { name: 'Telugu', script: 'తెలుగు' },
-  { name: 'Kannada', script: 'ಕನ್ನಡ' },
-  { name: 'Malayalam', script: 'മലയാളം' },
-  { name: 'Assamese', script: 'অসমীয়া' },
-  { name: 'Marathi', script: 'मराठी' },
-];
-
-export function HeroSection() {
-  return (
-    <header className="space-y-8 pt-8">
-      {/* CIP Attribution */}
-      <a
-        href="https://cip.org"
-        target="_blank"
-        rel="noopener noreferrer"
-        className="inline-flex items-center gap-2 text-sm text-muted-foreground hover:text-foreground transition-colors"
-      >
-        <CIPLogo className="w-5 h-5" />
-        <span>by The Collective Intelligence Project</span>
-      </a>
-
-      {/* Title */}
-      <div className="space-y-4">
-        <h1
-          className="text-4xl md:text-5xl font-bold tracking-tight"
-          style={headingStyles}
-        >
-          India Multilingual Evaluation
-        </h1>
-        <p className="text-xl text-muted-foreground">
-          Comparing Human Evaluators with LLM Judges
-        </p>
-      </div>
-
-      {/* Language chips */}
-      <div className="flex flex-wrap gap-3">
-        {languages.map((lang) => (
-          <div
-            key={lang.name}
-            className="px-3 py-1.5 bg-muted/50 dark:bg-slate-800/50 rounded-full text-sm flex items-center gap-2"
-          >
-            <span className="text-muted-foreground">{lang.name}</span>
-            <span className="font-medium">{lang.script}</span>
-          </div>
-        ))}
-      </div>
-
-      {/* Divider */}
-      <div className="h-px bg-border" />
-    </header>
-  );
-}
diff --git a/src/app/pilot/india-multilingual/_archive_v1/components/HumanLLMComparison.tsx b/src/app/pilot/india-multilingual/_archive_v1/components/HumanLLMComparison.tsx
deleted file mode 100644
index b80d74ba..00000000
--- a/src/app/pilot/india-multilingual/_archive_v1/components/HumanLLMComparison.tsx
+++ /dev/null
@@ -1,127 +0,0 @@
-'use client';
-
-import React from 'react';
-import { cn } from '@/lib/utils';
-import { HumanRatings } from '@/types/shared';
-
-interface HumanLLMComparisonProps {
-  humanRatings: HumanRatings;
-  llmCriterionScores: Record<string, number>;
-}
-
-const CRITERIA_LABELS: Record<string, string> = {
-  fluency: 'Fluency',
-  complexity: 'Complexity',
-  code_switching: 'Code-switching',
-  trust: 'Trust',
-};
-
-const CRITERIA_ORDER = ['fluency', 'complexity', 'code_switching', 'trust'];
-
-export function HumanLLMComparison({
-  humanRatings,
-  llmCriterionScores,
-}: HumanLLMComparisonProps) {
-  const criteria = CRITERIA_ORDER.filter(
-    (c) => humanRatings[c as keyof HumanRatings] !== undefined
-  );
-
-  return (
-    <div className="space-y-4">
-      <div className="grid grid-cols-2 gap-4">
-        {/* Human Ratings Column */}
-        <div className="space-y-2">
-          <div className="text-xs font-medium text-muted-foreground uppercase tracking-wide">
-            Human Ratings
-          </div>
-          <div className="space-y-2">
-            {criteria.map((criterion) => {
-              const humanValue = humanRatings[criterion as keyof HumanRatings] as number | undefined;
-              const llmValue = llmCriterionScores[criterion];
-              const diff = humanValue !== undefined && llmValue !== undefined
-                ? llmValue - humanValue
-                : null;
-
-              return (
-                <div key={criterion} className="flex items-center justify-between">
-                  <span className="text-sm capitalize">
-                    {CRITERIA_LABELS[criterion] || criterion}
-                  </span>
-                  <div className="flex items-center gap-2">
-                    <span className="font-mono text-sm text-emerald-500">
-                      {humanValue !== undefined ? `${Math.round(humanValue * 100)}%` : '—'}
-                    </span>
-                    {diff !== null && Math.abs(diff) > 0.1 && (
-                      <span className={cn(
-                        'text-xs font-mono',
-                        diff > 0 ? 'text-blue-400' : 'text-amber-400'
-                      )}>
-                        {diff > 0 ? '↑' : '↓'}
-                      </span>
-                    )}
-                  </div>
-                </div>
-              );
-            })}
-          </div>
-        </div>
-
-        {/* LLM Ratings Column */}
-        <div className="space-y-2">
-          <div className="text-xs font-medium text-muted-foreground uppercase tracking-wide">
-            LLM Ratings
-          </div>
-          <div className="space-y-2">
-            {criteria.map((criterion) => {
-              const llmValue = llmCriterionScores[criterion];
-              const humanValue = humanRatings[criterion as keyof HumanRatings] as number | undefined;
-              const diff = humanValue !== undefined && llmValue !== undefined
-                ? llmValue - humanValue
-                : null;
-
-              return (
-                <div key={criterion} className="flex items-center justify-between">
-                  <span className="text-sm capitalize">
-                    {CRITERIA_LABELS[criterion] || criterion}
-                  </span>
-                  <div className="flex items-center gap-2">
-                    <span className="font-mono text-sm text-blue-500">
-                      {llmValue !== undefined ? `${Math.round(llmValue * 100)}%` : '—'}
-                    </span>
-                    {diff !== null && Math.abs(diff) > 0.3 && (
-                      <span className={cn(
-                        'text-xs px-1.5 py-0.5 rounded font-mono',
-                        diff > 0 ? 'bg-blue-500/20 text-blue-400' : 'bg-amber-500/20 text-amber-400'
-                      )}>
-                        {diff > 0 ? '+' : ''}{Math.round(diff * 100)}%
-                      </span>
-                    )}
-                  </div>
-                </div>
-              );
-            })}
-          </div>
-        </div>
-      </div>
-
-      {/* Raw human feedback if available */}
-      {humanRatings.raw && Object.keys(humanRatings.raw).length > 0 && (
-        <div className="pt-3 border-t border-border/50">
-          <div className="text-xs font-medium text-muted-foreground uppercase tracking-wide mb-2">
-            Raw Human Feedback
-          </div>
-          <div className="space-y-1.5 text-sm">
-            {Object.entries(humanRatings.raw).map(([key, value]) => (
-              <div key={key} className="flex gap-2">
-                <span className="text-muted-foreground capitalize whitespace-nowrap">
-                  {CRITERIA_LABELS[key] || key}:
-                </span>
-                <span className="text-foreground">{value}</span>
-              </div>
-            ))}
-          </div>
-        </div>
-      )}
-    </div>
-  );
-}
diff --git a/src/app/pilot/india-multilingual/_archive_v1/components/ImplicationsSection.tsx b/src/app/pilot/india-multilingual/_archive_v1/components/ImplicationsSection.tsx
deleted file mode 100644
index 6975912c..00000000
--- a/src/app/pilot/india-multilingual/_archive_v1/components/ImplicationsSection.tsx
+++ /dev/null
@@ -1,112 +0,0 @@
-import React from 'react';
-
-const headingStyles = {
-  fontFamily: '"Source Serif 4", Georgia, Cambria, "Times New Roman", Times, serif',
-};
-
-export function ImplicationsSection() {
-  return (
-    <section className="space-y-6">
-      <h2
-        className="text-2xl font-semibold"
-        style={headingStyles}
-      >
-        Implications
-      </h2>
-
-      <div className="prose prose-slate dark:prose-invert max-w-none">
-        <p className="text-lg text-muted-foreground leading-relaxed">
-          These findings have significant implications for model selection, evaluation methodology,
-          and deploying AI systems across languages and cultures.
-        </p>
-      </div>
-
-      <div className="space-y-4">
-        {/* Model Selection */}
-        <div className="flex gap-4 p-4 bg-violet-500/5 dark:bg-violet-500/10 border border-violet-500/20 rounded-lg">
-          <div className="flex-shrink-0 w-8 h-8 rounded-full bg-violet-500/20 flex items-center justify-center">
-            <span className="text-violet-600 dark:text-violet-400 font-bold">1</span>
-          </div>
-          <div className="space-y-1">
-            <h3 className="font-semibold" style={headingStyles}>
-              Model choice should be language and domain-aware
-            </h3>
-            <p className="text-sm text-muted-foreground">
-              Performance varies significantly by language—Sonnet excels in Hindi while Opus leads
-              in Bengali and Kannada. For agricultural content, Opus shows a clear advantage.
-              One model doesn&apos;t fit all multilingual use cases.
-            </p>
-          </div>
-        </div>
-
-        {/* Human evaluation */}
-        <div className="flex gap-4 p-4 bg-emerald-500/5 dark:bg-emerald-500/10 border border-emerald-500/20 rounded-lg">
-          <div className="flex-shrink-0 w-8 h-8 rounded-full bg-emerald-500/20 flex items-center justify-center">
-            <span className="text-emerald-600 dark:text-emerald-400 font-bold">2</span>
-          </div>
-          <div className="space-y-1">
-            <h3 className="font-semibold" style={headingStyles}>
-              Native speaker evaluation is essential for multilingual AI
-            </h3>
-            <p className="text-sm text-muted-foreground">
-              LLM judges alone cannot capture the nuances of fluency and naturalness
-              that native speakers recognize. For high-stakes multilingual deployments,
-              human evaluation remains critical.
-            </p>
-          </div>
-        </div>
-
-        {/* Code-switching */}
-        <div className="flex gap-4 p-4 bg-blue-500/5 dark:bg-blue-500/10 border border-blue-500/20 rounded-lg">
-          <div className="flex-shrink-0 w-8 h-8 rounded-full bg-blue-500/20 flex items-center justify-center">
-            <span className="text-blue-600 dark:text-blue-400 font-bold">3</span>
-          </div>
-          <div className="space-y-1">
-            <h3 className="font-semibold" style={headingStyles}>
-              LLM judges need calibration for code-switching norms
-            </h3>
-            <p className="text-sm text-muted-foreground">
-              Code-switching (mixing English with local languages) is a natural and often
-              preferred communication style in multilingual communities. LLM judges trained
-              primarily on monolingual data may incorrectly penalize this behavior.
-            </p>
-          </div>
-        </div>
-
-        {/* Fluency */}
-        <div className="flex gap-4 p-4 bg-purple-500/5 dark:bg-purple-500/10 border border-purple-500/20 rounded-lg">
-          <div className="flex-shrink-0 w-8 h-8 rounded-full bg-purple-500/20 flex items-center justify-center">
-            <span className="text-purple-600 dark:text-purple-400 font-bold">4</span>
-          </div>
-          <div className="space-y-1">
-            <h3 className="font-semibold" style={headingStyles}>
-              Fluency detection in non-English needs improvement
-            </h3>
-            <p className="text-sm text-muted-foreground">
-              The significant gap in fluency ratings suggests LLMs may lack the training
-              data or linguistic understanding to accurately assess fluency in Indian languages.
-              Over-rating fluency could mask real quality issues.
-            </p>
-          </div>
-        </div>
-
-        {/* Correlation */}
-        <div className="flex gap-4 p-4 bg-amber-500/5 dark:bg-amber-500/10 border border-amber-500/20 rounded-lg">
-          <div className="flex-shrink-0 w-8 h-8 rounded-full bg-amber-500/20 flex items-center justify-center">
-            <span className="text-amber-600 dark:text-amber-400 font-bold">5</span>
-          </div>
-          <div className="space-y-1">
-            <h3 className="font-semibold" style={headingStyles}>
-              Correlation matters as much as average scores
-            </h3>
-            <p className="text-sm text-muted-foreground">
-              Even when mean scores align, low correlation indicates that humans and LLMs
-              are measuring different things. A comprehensive evaluation should consider
-              both alignment of averages and correlation of individual judgments.
-            </p>
-          </div>
-        </div>
-      </div>
-    </section>
-  );
-}
diff --git a/src/app/pilot/india-multilingual/_archive_v1/components/MethodologySection.tsx b/src/app/pilot/india-multilingual/_archive_v1/components/MethodologySection.tsx
deleted file mode 100644
index e0ec562d..00000000
--- a/src/app/pilot/india-multilingual/_archive_v1/components/MethodologySection.tsx
+++ /dev/null
@@ -1,125 +0,0 @@
-import React from 'react';
-
-const headingStyles = {
-  fontFamily: '"Source Serif 4", Georgia, Cambria, "Times New Roman", Times, serif',
-};
-
-interface MethodologySectionProps {
-  models: string[];
-  promptCount: number;
-}
-
-export function MethodologySection({ models, promptCount }: MethodologySectionProps) {
-  // Format model names for display
-  const formatModelName = (model: string) => {
-    // Extract just the model name from provider:model format
-    const parts = model.split(':');
-    const name = parts[parts.length - 1].split('/').pop() || model;
-    // Remove temperature suffix if present
-    return name.replace(/\[temp:\d+\.?\d*\]/, '').trim();
-  };
-
-  const displayModels = models.map(formatModelName);
-
-  return (
-    <section className="space-y-6">
-      <h2
-        className="text-2xl font-semibold"
-        style={headingStyles}
-      >
-        Methodology
-      </h2>
-
-      <div className="grid md:grid-cols-2 gap-6">
-        {/* Human Evaluators */}
-        <div className="p-6 bg-muted/30 dark:bg-slate-900/40 rounded-lg space-y-4">
-          <h3 className="font-semibold text-lg" style={headingStyles}>
-            Human Evaluators
-          </h3>
-          <ul className="space-y-2 text-muted-foreground">
-            <li className="flex items-start gap-2">
-              <span className="text-primary mt-1">•</span>
-              <span>120 native speakers via Karya platform</span>
-            </li>
-            <li className="flex items-start gap-2">
-              <span className="text-primary mt-1">•</span>
-              <span>7 languages across India</span>
-            </li>
-            <li className="flex items-start gap-2">
-              <span className="text-primary mt-1">•</span>
-              <span>Legal advice & agricultural guidance domains</span>
-            </li>
-          </ul>
-        </div>
-
-        {/* LLM Judges */}
-        <div className="p-6 bg-muted/30 dark:bg-slate-900/40 rounded-lg space-y-4">
-          <h3 className="font-semibold text-lg" style={headingStyles}>
-            LLM Judges
-          </h3>
-          <ul className="space-y-2 text-muted-foreground">
-            <li className="flex items-start gap-2">
-              <span className="text-primary mt-1">•</span>
-              <span>Multi-judge consensus (3 judges)</span>
-            </li>
-            <li className="flex items-start gap-2">
-              <span className="text-primary mt-1">•</span>
-              <span>Holistic evaluation approach</span>
-            </li>
-            <li className="flex items-start gap-2">
-              <span className="text-primary mt-1">•</span>
-              <span>5-point classification scale</span>
-            </li>
-          </ul>
-        </div>
-      </div>
-
-      {/* Criteria */}
-      <div className="p-6 bg-muted/30 dark:bg-slate-900/40 rounded-lg space-y-4">
-        <h3 className="font-semibold text-lg" style={headingStyles}>
-          Evaluation Criteria
-        </h3>
-        <div className="grid md:grid-cols-2 gap-4 text-sm">
-          <div className="space-y-1">
-            <div className="font-medium">Fluency</div>
-            <div className="text-muted-foreground">Is the language natural and easy to read?</div>
-          </div>
-          <div className="space-y-1">
-            <div className="font-medium">Complexity</div>
-            <div className="text-muted-foreground">Is the language complexity appropriate for a general audience?</div>
-          </div>
-          <div className="space-y-1">
-            <div className="font-medium">Code-switching</div>
-            <div className="text-muted-foreground">Is the mix of English terminology balanced and helpful?</div>
-          </div>
-          <div className="space-y-1">
-            <div className="font-medium">Trust</div>
-            <div className="text-muted-foreground">Does the response provide accurate, actionable information?</div>
-          </div>
-        </div>
-      </div>
-
-      {/* Stats */}
-      <div className="py-6 px-4 bg-gradient-to-r from-primary/5 via-primary/10 to-primary/5 rounded-xl border border-primary/10">
-        <div className="grid grid-cols-2 md:grid-cols-4 gap-6 text-center">
-          <div className="space-y-1">
-            <div className="text-3xl md:text-4xl font-bold text-primary">~10K</div>
-            <div className="text-sm text-muted-foreground">Prompt-Response Pairs</div>
-          </div>
-          <div className="space-y-1">
-            <div className="text-3xl md:text-4xl font-bold text-primary">7</div>
-            <div className="text-sm text-muted-foreground">Languages</div>
-          </div>
-          <div className="space-y-1">
-            <div className="text-3xl md:text-4xl font-bold text-primary">120+</div>
-            <div className="text-sm text-muted-foreground">Native Speakers</div>
-          </div>
-          <div className="space-y-1">
-            <div className="text-3xl md:text-4xl font-bold text-primary">2</div>
-            <div className="text-sm text-muted-foreground">Claude Models</div>
-          </div>
-        </div>
-      </div>
-    </section>
-  );
-}
diff --git a/src/app/pilot/india-multilingual/_archive_v1/components/ModelPerformanceSection.tsx b/src/app/pilot/india-multilingual/_archive_v1/components/ModelPerformanceSection.tsx
deleted file mode 100644
index 7d72e50a..00000000
--- a/src/app/pilot/india-multilingual/_archive_v1/components/ModelPerformanceSection.tsx
+++ /dev/null
@@ -1,240 +0,0 @@
-'use client';
-
-import React from 'react';
-import { cn } from '@/lib/utils';
-import { LLMCoverageScores } from '@/types/shared';
-
-const headingStyles = {
-  fontFamily: '"Source Serif 4", Georgia, Cambria, "Times New Roman", Times, serif',
-};
-
-interface ModelPerformanceSectionProps {
-  llmCoverageScores: LLMCoverageScores;
-}
-
-const LANGUAGE_NAMES: Record<string, string> = {
-  hi: 'Hindi',
-  be: 'Bengali',
-  te: 'Telugu',
-  ka: 'Kannada',
-  ma: 'Malayalam',
-  as: 'Assamese',
-  mr: 'Marathi',
-};
-
-export function ModelPerformanceSection({ llmCoverageScores }: ModelPerformanceSectionProps) {
-  // Compute performance data from raw scores
-  const data = React.useMemo(() => {
-    const entries = Object.entries(llmCoverageScores);
-
-    const getScore = (scores: Record<string, { avgCoverageExtent?: number } | null>, model: string) => {
-      const key = Object.keys(scores).find(k => k.includes(model));
-      return key && scores[key] ? scores[key]?.avgCoverageExtent ?? 0 : 0;
-    };
-
-    // Overall
-    let opusSum = 0, sonnetSum = 0, count = 0;
-    entries.forEach(([, scores]) => {
-      opusSum += getScore(scores, 'opus');
-      sonnetSum += getScore(scores, 'sonnet');
-      count++;
-    });
-
-    // By domain
-    const agriEntries = entries.filter(([id]) => id.includes('-agri-'));
-    const legaEntries = entries.filter(([id]) => id.includes('-lega-'));
-
-    const avgDomain = (entries: typeof agriEntries, model: string) => {
-      if (entries.length === 0) return 0;
-      return entries.reduce((sum, [, scores]) => sum + getScore(scores, model), 0) / entries.length;
-    };
-
-    // By language
-    const langCodes = [...new Set(entries.map(([id]) => id.split('-')[0]))];
-    const byLanguage = langCodes.map(code => {
-      const langEntries = entries.filter(([id]) => id.startsWith(code + '-'));
-      return {
-        code,
-        name: LANGUAGE_NAMES[code] || code.toUpperCase(),
-        opus: langEntries.reduce((sum, [, scores]) => sum + getScore(scores, 'opus'), 0) / langEntries.length,
-        sonnet: langEntries.reduce((sum, [, scores]) => sum + getScore(scores, 'sonnet'), 0) / langEntries.length,
-      };
-    }).sort((a, b) => b.opus - a.opus); // Sort by Opus performance
-
-    return {
-      overall: {
-        opus: opusSum / count,
-        sonnet: sonnetSum / count,
-      },
-      byDomain: {
-        agricultural: { opus: avgDomain(agriEntries, 'opus'), sonnet: avgDomain(agriEntries, 'sonnet') },
-        legal: { opus: avgDomain(legaEntries, 'opus'), sonnet: avgDomain(legaEntries, 'sonnet') },
-      },
-      byLanguage,
-    };
-  }, [llmCoverageScores]);
-
-  const ScoreBar = ({ value, color, label }: { value: number; color: string; label: string }) => (
-    <div className="flex items-center gap-2">
-      <div className="w-full h-3 bg-muted rounded-full overflow-hidden">
-        <div
-          className={cn('h-full rounded-full transition-all', color)}
-          style={{ width: `${value * 100}%` }}
-        />
-      </div>
-      <span className="text-sm font-mono min-w-[3rem] text-right">
-        {(value * 100).toFixed(1)}%
-      </span>
-    </div>
-  );
-
-  const opusBetter = data.overall.opus > data.overall.sonnet;
-  const diff = Math.abs(data.overall.opus - data.overall.sonnet) * 100;
-
-  return (
-    <section className="space-y-6">
-      <div className="space-y-2">
-        <h2
-          className="text-2xl font-semibold"
-          style={headingStyles}
-        >
-          Model Performance
-        </h2>
-        <p className="text-muted-foreground">
-          Comparing Claude Opus 4.5 and Claude Sonnet 4.5 across languages and domains.
-        </p>
-      </div>
-
-      {/* Overall comparison */}
-      <div className="p-6 bg-muted/30 dark:bg-slate-900/40 rounded-lg space-y-4">
-        <div className="flex items-center justify-between">
-          <h3 className="font-semibold" style={headingStyles}>Overall Performance</h3>
-          <span className="text-sm text-muted-foreground">
-            {opusBetter ? 'Opus' : 'Sonnet'} leads by {diff.toFixed(1)}%
-          </span>
-        </div>
-        <div className="space-y-3">
-          <div className="space-y-1">
-            <div className="flex justify-between text-sm">
-              <span className="font-medium">Claude Opus 4.5</span>
-            </div>
-            <ScoreBar value={data.overall.opus} color="bg-violet-500" label="Opus" />
-          </div>
-          <div className="space-y-1">
-            <div className="flex justify-between text-sm">
-              <span className="font-medium">Claude Sonnet 4.5</span>
-            </div>
-            <ScoreBar value={data.overall.sonnet} color="bg-sky-500" label="Sonnet" />
-          </div>
-        </div>
-      </div>
-
-      {/* Domain comparison */}
-      <div className="grid md:grid-cols-2 gap-4">
-        <div className="p-5 bg-muted/30 dark:bg-slate-900/40 rounded-lg space-y-3">
-          <h4 className="font-medium flex items-center gap-2">
-            <span className="text-lg">🌾</span> Agricultural Domain
-          </h4>
-          <div className="space-y-2 text-sm">
-            <div className="flex justify-between">
-              <span>Opus 4.5</span>
-              <span className="font-mono text-violet-500">{(data.byDomain.agricultural.opus * 100).toFixed(1)}%</span>
-            </div>
-            <div className="flex justify-between">
-              <span>Sonnet 4.5</span>
-              <span className="font-mono text-sky-500">{(data.byDomain.agricultural.sonnet * 100).toFixed(1)}%</span>
-            </div>
-          </div>
-          {data.byDomain.agricultural.opus > data.byDomain.agricultural.sonnet && (
-            <div className="text-xs text-violet-500">
-              Opus +{((data.byDomain.agricultural.opus - data.byDomain.agricultural.sonnet) * 100).toFixed(1)}%
-            </div>
-          )}
-        </div>
-
-        <div className="p-5 bg-muted/30 dark:bg-slate-900/40 rounded-lg space-y-3">
-          <h4 className="font-medium flex items-center gap-2">
-            <span className="text-lg">⚖️</span> Legal Domain
-          </h4>
-          <div className="space-y-2 text-sm">
-            <div className="flex justify-between">
-              <span>Opus 4.5</span>
-              <span className="font-mono text-violet-500">{(data.byDomain.legal.opus * 100).toFixed(1)}%</span>
-            </div>
-            <div className="flex justify-between">
-              <span>Sonnet 4.5</span>
-              <span className="font-mono text-sky-500">{(data.byDomain.legal.sonnet * 100).toFixed(1)}%</span>
-            </div>
-          </div>
-          {Math.abs(data.byDomain.legal.opus - data.byDomain.legal.sonnet) < 0.02 && (
-            <div className="text-xs text-muted-foreground">
-              Near parity
-            </div>
-          )}
-        </div>
-      </div>
-
-      {/* By language */}
-      <div className="space-y-4">
-        <h3 className="font-semibold" style={headingStyles}>Performance by Language</h3>
-        <div className="border border-border rounded-lg overflow-hidden">
-          <table className="w-full text-sm">
-            <thead className="bg-muted/50 dark:bg-slate-900/50">
-              <tr>
-                <th className="text-left px-4 py-3 font-medium">Language</th>
-                <th className="text-center px-4 py-3 font-medium">
-                  <span className="text-violet-500">Opus 4.5</span>
-                </th>
-                <th className="text-center px-4 py-3 font-medium">
-                  <span className="text-sky-500">Sonnet 4.5</span>
-                </th>
-                <th className="text-center px-4 py-3 font-medium">Winner</th>
-              </tr>
-            </thead>
-            <tbody>
-              {data.byLanguage.map((lang) => {
-                const diff = lang.opus - lang.sonnet;
-                const winner = Math.abs(diff) < 0.02 ? 'tie' : diff > 0 ? 'opus' : 'sonnet';
-
-                return (
-                  <tr key={lang.code} className="border-t border-border">
-                    <td className="px-4 py-3 font-medium">{lang.name}</td>
-                    <td className="px-4 py-3 text-center font-mono text-violet-500">
-                      {(lang.opus * 100).toFixed(1)}%
-                    </td>
-                    <td className="px-4 py-3 text-center font-mono text-sky-500">
-                      {(lang.sonnet * 100).toFixed(1)}%
-                    </td>
-                    <td className="px-4 py-3 text-center">
-                      {winner === 'tie' ? (
-                        <span className="text-muted-foreground">—</span>
-                      ) : winner === 'opus' ? (
-                        <span className="text-violet-500 font-medium">
-                          Opus +{(Math.abs(diff) * 100).toFixed(1)}%
-                        </span>
-                      ) : (
-                        <span className="text-sky-500 font-medium">
-                          Sonnet +{(Math.abs(diff) * 100).toFixed(1)}%
-                        </span>
-                      )}
-                    </td>
-                  </tr>
-                );
-              })}
-            </tbody>
-          </table>
-        </div>
-      </div>
-
-      {/* Insight callout */}
-      <div className="p-4 bg-gradient-to-r from-violet-500/10 to-sky-500/10 border border-violet-500/20 rounded-lg">
-        <p className="text-sm text-muted-foreground">
-          <strong className="text-foreground">Key insight:</strong> While Opus leads overall,
-          performance varies significantly by language. Sonnet outperforms in Hindi,
-          while Opus shows stronger results in Bengali and Kannada. Both models
-          perform similarly on legal content but diverge on agricultural guidance.
-        </p>
-      </div>
-    </section>
-  );
-}
diff --git a/src/app/pilot/india-multilingual/_archive_v1/components/PilotFooter.tsx b/src/app/pilot/india-multilingual/_archive_v1/components/PilotFooter.tsx
deleted file mode 100644
index 9bfe703a..00000000
--- a/src/app/pilot/india-multilingual/_archive_v1/components/PilotFooter.tsx
+++ /dev/null
@@ -1,48 +0,0 @@
-import React from 'react';
-import CIPLogo from '@/components/icons/CIPLogo';
-
-export function PilotFooter() {
-  return (
-    <footer className="pt-12 border-t border-border space-y-6">
-      {/* Attribution */}
-      <div className="flex flex-wrap items-center justify-between gap-4">
-        <a
-          href="https://cip.org"
-          target="_blank"
-          rel="noopener noreferrer"
-          className="inline-flex items-center gap-2 text-sm text-muted-foreground hover:text-foreground transition-colors"
-        >
-          <CIPLogo className="w-5 h-5" />
-          <span>The Collective Intelligence Project</span>
-        </a>
-
-        <a
-          href="https://weval.org"
-          target="_blank"
-          rel="noopener noreferrer"
-          className="text-sm text-muted-foreground hover:text-foreground transition-colors"
-        >
-          Powered by Weval
-        </a>
-      </div>
-
-      {/* Fine print */}
-      <div className="text-xs text-muted-foreground space-y-2">
-        <p>
-          Human evaluation data collected via Karya platform with 120 native speakers
-          across seven Indian languages: Hindi, Bengali, Telugu, Kannada, Malayalam,
-          Assamese, and Marathi.
-        </p>
-        <p>
-          Evaluation criteria include fluency, language complexity, code-switching appropriateness,
-          and trustworthiness of information in legal and agricultural domains.
-        </p>
-      </div>
-
-      {/* Copyright */}
-      <div className="text-xs text-muted-foreground pt-4">
-        © {new Date().getFullYear()} The Collective Intelligence Project. All rights reserved.
-      </div>
-    </footer>
-  );
-}
diff --git a/src/app/pilot/india-multilingual/_archive_v1/components/PromptDetails.tsx b/src/app/pilot/india-multilingual/_archive_v1/components/PromptDetails.tsx
deleted file mode 100644
index efb132cc..00000000
--- a/src/app/pilot/india-multilingual/_archive_v1/components/PromptDetails.tsx
+++ /dev/null
@@ -1,171 +0,0 @@
-'use client';
-
-import React, { useEffect, useState } from 'react';
-import { ConversationMessage, CoverageResult } from '@/types/shared';
-import { HumanLLMComparison } from './HumanLLMComparison';
-import ResponseRenderer from '@/app/components/ResponseRenderer';
-
-interface PromptDetailsProps {
-  promptId: string;
-  modelId: string;
-  promptContext: string | ConversationMessage[];
-  configId: string;
-  runLabel: string;
-  timestamp: string;
-  // Optional: pass pre-loaded coverage data to avoid redundant fetch
-  preloadedCoverage?: CoverageResult;
-}
-
-interface ModalData {
-  response: string;
-  history?: ConversationMessage[];
-  systemPrompt?: string | null;
-}
-
-interface EvaluationData {
-  promptId: string;
-  modelId: string;
-  evaluationResult: CoverageResult;
-}
-
-export function PromptDetails({
-  promptId,
-  modelId,
-  promptContext,
-  configId,
-  runLabel,
-  timestamp,
-  preloadedCoverage,
-}: PromptDetailsProps) {
-  const [modalData, setModalData] = useState<ModalData | null>(null);
-  const [evalData, setEvalData] = useState<EvaluationData | null>(null);
-  const [loading, setLoading] = useState(true);
-  const [error, setError] = useState<string | null>(null);
-
-  // Format model name for display
-  const formatModelName = (id: string) => {
-    const name = id.split('/').pop() || id;
-    return name.replace(/\[temp:\d+\.?\d*\]/, '').trim();
-  };
-
-  // Extract prompt text from context
-  const getPromptText = (): string => {
-    if (typeof promptContext === 'string') {
-      return promptContext;
-    }
-    if (Array.isArray(promptContext)) {
-      const userMessage = promptContext.find((m) => m.role === 'user');
-      return userMessage?.content || '';
-    }
-    return '';
-  };
-
-  useEffect(() => {
-    const fetchData = async () => {
-      setLoading(true);
-      setError(null);
-
-      try {
-        // Fetch modal data (response) and evaluation details in parallel
-        const [modalRes, evalRes] = await Promise.all([
-          fetch(
-            `/api/comparison/${encodeURIComponent(configId)}/${encodeURIComponent(runLabel)}/${encodeURIComponent(timestamp)}/modal-data/${encodeURIComponent(promptId)}/${encodeURIComponent(modelId)}`
-          ),
-          preloadedCoverage
-            ? Promise.resolve(null) // Skip if we have preloaded data
-            : fetch(
-                `/api/comparison/${encodeURIComponent(configId)}/${encodeURIComponent(runLabel)}/${encodeURIComponent(timestamp)}/evaluation-details/${encodeURIComponent(promptId)}/${encodeURIComponent(modelId)}`
-              ),
-        ]);
-
-        if (!modalRes.ok) {
-          throw new Error('Failed to load response data');
-        }
-        const modalJson = await modalRes.json();
-        setModalData(modalJson);
-
-        if (preloadedCoverage) {
-          setEvalData({
-            promptId,
-            modelId,
-            evaluationResult: preloadedCoverage,
-          });
-        } else if (evalRes && evalRes.ok) {
-          const evalJson = await evalRes.json();
-          setEvalData(evalJson);
-        }
-      } catch (err) {
-        console.error('Failed to load prompt details:', err);
-        setError(err instanceof Error ? err.message : 'Failed to load data');
-      } finally {
-        setLoading(false);
-      }
-    };
-
-    fetchData();
-  }, [promptId, modelId, configId, runLabel, timestamp, preloadedCoverage]);
-
-  if (loading) {
-    return (
-      <div className="flex items-center gap-2 text-sm text-muted-foreground py-6">
-        <div className="w-4 h-4 border-2 border-primary border-t-transparent rounded-full animate-spin" />
-        Loading details...
-      </div>
-    );
-  }
-
-  if (error) {
-    return (
-      <div className="text-sm text-red-500 py-4">
-        {error}
-      </div>
-    );
-  }
-
-  const coverage = evalData?.evaluationResult;
-  const humanRatings = coverage?.humanRatings;
-  const llmCriterionScores = coverage?.llmCriterionScores;
-
-  return (
-    <div className="space-y-4">
-      {/* Prompt */}
-      <div>
-        <div className="text-xs text-muted-foreground uppercase font-medium mb-2">
-          Prompt
-        </div>
-        <div className="text-sm bg-background/50 p-3 rounded-lg border border-border/50">
-          <pre className="whitespace-pre-wrap font-sans">{getPromptText()}</pre>
-        </div>
-      </div>
-
-      {/* Response */}
-      <div>
-        <div className="text-xs text-muted-foreground uppercase font-medium mb-2">
-          Response ({formatModelName(modelId)})
-        </div>
-        <div className="text-sm bg-background/50 p-3 rounded-lg border border-border/50 max-h-64 overflow-y-auto">
-          {modalData?.response ? (
-            <ResponseRenderer content={modalData.response} renderAs="html" />
-          ) : (
-            <span className="text-muted-foreground">Response not available</span>
-          )}
-        </div>
-      </div>
-
-      {/* Human vs LLM Comparison */}
-      {humanRatings && llmCriterionScores && (
-        <div className="pt-2">
-          <div className="text-xs text-muted-foreground uppercase font-medium mb-3">
-            Score Comparison
-          </div>
-          <div className="bg-background/50 p-4 rounded-lg border border-border/50">
-            <HumanLLMComparison
-              humanRatings={humanRatings}
-              llmCriterionScores={llmCriterionScores}
-            />
-          </div>
-        </div>
-      )}
-    </div>
-  );
-}
diff --git a/src/app/pilot/india-multilingual/_archive_v1/components/PromptExplorer.tsx b/src/app/pilot/india-multilingual/_archive_v1/components/PromptExplorer.tsx
deleted file mode 100644
index 9a222c00..00000000
--- a/src/app/pilot/india-multilingual/_archive_v1/components/PromptExplorer.tsx
+++ /dev/null
@@ -1,213 +0,0 @@
-'use client';
-
-import React, { useState, useMemo } from 'react';
-import { ConversationMessage, LLMCoverageScores } from '@/types/shared';
-import { FilterBar, FilterState, parseLanguageFromPromptId, parseDomainFromPromptId } from './FilterBar';
-import { PromptRow } from './PromptRow';
-import { ChevronLeft, ChevronRight } from 'lucide-react';
-
-const headingStyles = {
-  fontFamily: '"Source Serif 4", Georgia, Cambria, "Times New Roman", Times, serif',
-};
-
-interface PromptExplorerProps {
-  promptIds: string[];
-  promptContexts: Record<string, string | ConversationMessage[]>;
-  llmCoverageScores: LLMCoverageScores;
-  models: string[];
-  configId: string;
-  runLabel: string;
-  timestamp: string;
-}
-
-interface PromptEntry {
-  promptId: string;
-  modelId: string;
-  language: string;
-  domain: string;
-  humanScore: number | null;
-  llmScore: number | null;
-}
-
-export function PromptExplorer({
-  promptIds,
-  promptContexts,
-  llmCoverageScores,
-  models,
-  configId,
-  runLabel,
-  timestamp,
-}: PromptExplorerProps) {
-  const [filters, setFilters] = useState<FilterState>({
-    language: 'all',
-    domain: 'all',
-    pageSize: 25,
-  });
-  const [currentPage, setCurrentPage] = useState(0);
-  const [expandedKey, setExpandedKey] = useState<string | null>(null);
-
-  // Build flat list of all prompt×model entries with scores
-  const allEntries = useMemo(() => {
-    const entries: PromptEntry[] = [];
-
-    for (const promptId of promptIds) {
-      const language = parseLanguageFromPromptId(promptId);
-      const domain = parseDomainFromPromptId(promptId);
-
-      for (const modelId of models) {
-        const coverage = llmCoverageScores[promptId]?.[modelId];
-        if (!coverage) continue;
-
-        const humanRatings = coverage.humanRatings;
-        const humanScore = humanRatings?.composite ?? null;
-        const llmScore = coverage.avgCoverageExtent ?? null;
-
-        entries.push({
-          promptId,
-          modelId,
-          language,
-          domain,
-          humanScore,
-          llmScore,
-        });
-      }
-    }
-
-    return entries;
-  }, [promptIds, models, llmCoverageScores]);
-
-  // Extract available languages and domains
-  const availableLanguages = useMemo(() => {
-    const langs = new Set(allEntries.map((e) => e.language));
-    return Array.from(langs).filter((l) => l !== 'unknown').sort();
-  }, [allEntries]);
-
-  const availableDomains = useMemo(() => {
-    const domains = new Set(allEntries.map((e) => e.domain));
-    return Array.from(domains).filter((d) => d !== 'unknown').sort();
-  }, [allEntries]);
-
-  // Apply filters
-  const filteredEntries = useMemo(() => {
-    return allEntries.filter((entry) => {
-      if (filters.language !== 'all' && entry.language !== filters.language) {
-        return false;
-      }
-      if (filters.domain !== 'all' && entry.domain !== filters.domain) {
-        return false;
-      }
-      return true;
-    });
-  }, [allEntries, filters]);
-
-  // Pagination
-  const totalPages = Math.ceil(filteredEntries.length / filters.pageSize);
-  const paginatedEntries = filteredEntries.slice(
-    currentPage * filters.pageSize,
-    (currentPage + 1) * filters.pageSize
-  );
-
-  // Reset page when filters change
-  const handleFilterChange = (newFilters: FilterState) => {
-    setFilters(newFilters);
-    setCurrentPage(0);
-    setExpandedKey(null);
-  };
-
-  const handleToggle = (key: string) => {
-    setExpandedKey((prev) => (prev === key ? null : key));
-  };
-
-  return (
-    <section className="space-y-6">
-      <div className="space-y-2">
-        <h2
-          className="text-2xl font-semibold"
-          style={headingStyles}
-        >
-          Prompt Explorer
-        </h2>
-        <p className="text-muted-foreground">
-          Browse all prompts with human and LLM ratings. Click to expand for full response and score comparison.
-        </p>
-      </div>
-
-      {/* Filters */}
-      <FilterBar
-        filters={filters}
-        onFilterChange={handleFilterChange}
-        availableLanguages={availableLanguages}
-        availableDomains={availableDomains}
-      />
-
-      {/* Results summary */}
-      <div className="text-sm text-muted-foreground">
-        Showing {paginatedEntries.length} of {filteredEntries.length} results
-        {filteredEntries.length !== allEntries.length && (
-          <span> (filtered from {allEntries.length} total)</span>
-        )}
-      </div>
-
-      {/* Prompt rows */}
-      <div className="space-y-3">
-        {paginatedEntries.map((entry) => {
-          const key = `${entry.promptId}_${entry.modelId}`;
-          const coverage = llmCoverageScores[entry.promptId]?.[entry.modelId] ?? null;
-          const promptContext = promptContexts[entry.promptId] || '';
-
-          return (
-            <PromptRow
-              key={key}
-              promptId={entry.promptId}
-              language={entry.language}
-              domain={entry.domain}
-              modelId={entry.modelId}
-              humanScore={entry.humanScore}
-              llmScore={entry.llmScore}
-              promptContext={promptContext}
-              coverage={coverage}
-              configId={configId}
-              runLabel={runLabel}
-              timestamp={timestamp}
-              isExpanded={expandedKey === key}
-              onToggle={() => handleToggle(key)}
-            />
-          );
-        })}
-
-        {paginatedEntries.length === 0 && (
-          <div className="text-center py-8 text-muted-foreground">
-            No prompts match the current filters.
-          </div>
-        )}
-      </div>
-
-      {/* Pagination */}
-      {totalPages > 1 && (
-        <div className="flex items-center justify-between pt-4">
-          <button
-            onClick={() => setCurrentPage((p) => Math.max(0, p - 1))}
-            disabled={currentPage === 0}
-            className="flex items-center gap-1 px-3 py-1.5 text-sm border border-border rounded-md hover:bg-muted/50 disabled:opacity-50 disabled:cursor-not-allowed"
-          >
-            <ChevronLeft className="w-4 h-4" />
-            Previous
-          </button>
-
-          <div className="text-sm text-muted-foreground">
-            Page {currentPage + 1} of {totalPages}
-          </div>
-
-          <button
-            onClick={() => setCurrentPage((p) => Math.min(totalPages - 1, p + 1))}
-            disabled={currentPage >= totalPages - 1}
-            className="flex items-center gap-1 px-3 py-1.5 text-sm border border-border rounded-md hover:bg-muted/50 disabled:opacity-50 disabled:cursor-not-allowed"
-          >
-            Next
-            <ChevronRight className="w-4 h-4" />
-          </button>
-        </div>
-      )}
-    </section>
-  );
-}
diff --git a/src/app/pilot/india-multilingual/_archive_v1/components/PromptRow.tsx b/src/app/pilot/india-multilingual/_archive_v1/components/PromptRow.tsx
deleted file mode 100644
index 66305f6b..00000000
--- a/src/app/pilot/india-multilingual/_archive_v1/components/PromptRow.tsx
+++ /dev/null
@@ -1,135 +0,0 @@
-'use client';
-
-import React from 'react';
-import { cn } from '@/lib/utils';
-import { ChevronDown, ChevronRight } from 'lucide-react';
-import { ConversationMessage, CoverageResult } from '@/types/shared';
-import { getLanguageLabel, getDomainLabel } from './FilterBar';
-import { PromptDetails } from './PromptDetails';
-
-interface PromptRowProps {
-  promptId: string;
-  language: string;
-  domain: string;
-  modelId: string;
-  humanScore: number | null;
-  llmScore: number | null;
-  promptContext: string | ConversationMessage[];
-  coverage: CoverageResult;
-  configId: string;
-  runLabel: string;
-  timestamp: string;
-  isExpanded: boolean;
-  onToggle: () => void;
-}
-
-export function PromptRow({
-  promptId,
-  language,
-  domain,
-  modelId,
-  humanScore,
-  llmScore,
-  promptContext,
-  coverage,
-  configId,
-  runLabel,
-  timestamp,
-  isExpanded,
-  onToggle,
-}: PromptRowProps) {
-  const diff = humanScore !== null && llmScore !== null
-    ? llmScore - humanScore
-    : null;
-
-  const formatModelName = (id: string) => {
-    const name = id.split('/').pop() || id;
-    return name.replace(/\[temp:\d+\.?\d*\]/, '').trim();
-  };
-
-  return (
-    <div
-      className={cn(
-        'border border-border rounded-lg overflow-hidden transition-colors',
-        isExpanded && 'border-primary/30'
-      )}
-    >
-      {/* Header row - clickable */}
-      <button
-        onClick={onToggle}
-        className="w-full flex items-center justify-between p-4 hover:bg-muted/30 transition-colors text-left"
-      >
-        <div className="flex items-center gap-4">
-          {isExpanded ? (
-            <ChevronDown className="w-4 h-4 text-muted-foreground flex-shrink-0" />
-          ) : (
-            <ChevronRight className="w-4 h-4 text-muted-foreground flex-shrink-0" />
-          )}
-          <div className="space-y-1 min-w-0">
-            <div className="font-mono text-xs text-muted-foreground truncate max-w-[200px]">
-              {promptId}
-            </div>
-            <div className="flex items-center gap-2 text-sm">
-              <span className="px-1.5 py-0.5 rounded bg-muted text-muted-foreground text-xs">
-                {getLanguageLabel(language)}
-              </span>
-              <span className="px-1.5 py-0.5 rounded bg-muted text-muted-foreground text-xs">
-                {getDomainLabel(domain)}
-              </span>
-              <span className="text-xs text-muted-foreground hidden sm:inline">
-                {formatModelName(modelId)}
-              </span>
-            </div>
-          </div>
-        </div>
-
-        <div className="flex items-center gap-4 sm:gap-6 flex-shrink-0">
-          <div className="text-center">
-            <div className="text-xs text-muted-foreground hidden sm:block">Human</div>
-            <div className="font-mono text-sm text-emerald-500">
-              {humanScore !== null ? `${Math.round(humanScore * 100)}%` : '—'}
-            </div>
-          </div>
-          <div className="text-center">
-            <div className="text-xs text-muted-foreground hidden sm:block">LLM</div>
-            <div className="font-mono text-sm text-blue-500">
-              {llmScore !== null ? `${Math.round(llmScore * 100)}%` : '—'}
-            </div>
-          </div>
-          <div className="text-center min-w-[3rem]">
-            <div className="text-xs text-muted-foreground hidden sm:block">Diff</div>
-            <div
-              className={cn(
-                'font-mono text-sm font-medium',
-                diff !== null && Math.abs(diff) > 0.3
-                  ? 'text-red-500'
-                  : diff !== null && Math.abs(diff) > 0.15
-                  ? 'text-amber-500'
-                  : 'text-muted-foreground'
-              )}
-            >
-              {diff !== null
-                ? `${diff >= 0 ? '+' : ''}${Math.round(diff * 100)}%`
-                : '—'}
-            </div>
-          </div>
-        </div>
-      </button>
-
-      {/* Expanded content */}
-      {isExpanded && (
-        <div className="px-4 pb-4 pt-2 border-t border-border bg-muted/20">
-          <PromptDetails
-            promptId={promptId}
-            modelId={modelId}
-            promptContext={promptContext}
-            configId={configId}
-            runLabel={runLabel}
-            timestamp={timestamp}
-            preloadedCoverage={coverage}
-          />
-        </div>
-      )}
-    </div>
-  );
-}
diff --git a/src/app/pilot/india-multilingual/_archive_v1/page.tsx b/src/app/pilot/india-multilingual/_archive_v1/page.tsx
deleted file mode 100644
index 76f39dfe..00000000
--- a/src/app/pilot/india-multilingual/_archive_v1/page.tsx
+++ /dev/null
@@ -1,63 +0,0 @@
-import { Metadata } from 'next';
-import { getCoreResult } from '@/lib/storageService';
-import { PilotClient } from './PilotClient';
-import fs from 'fs/promises';
-import path from 'path';
-
-// Hardcoded for this specific pilot - no dynamic routing needed
-const CONFIG_ID = '.._____india-multilingual__india-multilingual-full';
-const RUN_LABEL = 'india-multilingual-full_e74330710b1e01ee';
-const TIMESTAMP = '2026-02-10T15-48-27-773Z';
-
-// Load comparative results from JSON
-async function getComparativeResults() {
-  try {
-    const filePath = path.join(process.cwd(), '..', '___india-multilingual', 'comparative_results.json');
-    const content = await fs.readFile(filePath, 'utf-8');
-    return JSON.parse(content);
-  } catch (error) {
-    console.error('[page.tsx] Failed to load comparative results:', error);
-    return null;
-  }
-}
-
-export const metadata: Metadata = {
-  title: 'India Multilingual Evaluation | Human vs LLM Agreement',
-  description: 'Comparing human evaluator ratings with LLM judge scores on multilingual Indian language content.',
-};
-
-export default async function IndiaMultilingualPilotPage() {
-  // Load core data and comparative results server-side
-  const [coreData, comparativeResults] = await Promise.all([
-    getCoreResult(CONFIG_ID, RUN_LABEL, TIMESTAMP),
-    getComparativeResults(),
-  ]);
-
-  if (!coreData) {
-    return (
-      <div className="min-h-screen flex items-center justify-center">
-        <p className="text-muted-foreground">Pilot data not found.</p>
-      </div>
-    );
-  }
-
-  // Extract what we need for the narrative
-  const pilotData = {
-    configId: CONFIG_ID,
-    runLabel: RUN_LABEL,
-    timestamp: TIMESTAMP,
-    title: coreData.configTitle || 'India Multilingual Evaluation',
-    description: coreData.description,
-    promptIds: coreData.promptIds || [],
-    models: coreData.effectiveModels || [],
-    humanLLMAgreement: (coreData as any).humanLLMAgreement || null,
-    humanLLMAgreementHighReliability: (coreData as any).humanLLMAgreementHighReliability || null,
-    dataQuality: (coreData as any).dataQuality || null,
-    executiveSummary: coreData.executiveSummary,
-    llmCoverageScores: coreData.evaluationResults?.llmCoverageScores || null,
-    promptContexts: coreData.promptContexts || {},
-    comparativeResults: comparativeResults || null,
-  };
-
-  return <PilotClient data={pilotData} />;
-}
diff --git a/src/app/v2/layout.tsx b/src/app/v2/layout.tsx
deleted file mode 100644
index 9a871f04..00000000
--- a/src/app/v2/layout.tsx
+++ /dev/null
@@ -1,25 +0,0 @@
-import { Suspense } from 'react';
-import { SiteFooter } from '@/app/components/SiteFooter';
-import { NavBarV2 } from '@/app/components/NavBarV2';
-import { TopProgressBar } from '@/app/components/TopProgressBar';
-import { NavigationEvents } from '@/app/components/NavigationEvents';
-
-export default function V2Layout({
-  children,
-}: {
-  children: React.ReactNode;
-}) {
-  return (
-    <div className="flex flex-col min-h-screen">
-      <Suspense fallback={null}>
-        <TopProgressBar />
-        <NavigationEvents />
-      </Suspense>
-      <NavBarV2 />
-      <main className="flex-grow w-full bg-background text-foreground">
-        {children}
-      </main>
-      <SiteFooter contentMaxWidth="max-w-7xl" />
-    </div>
-  );
-}
diff --git a/src/app/v2/page.tsx b/src/app/v2/page.tsx
deleted file mode 100644
index b2f4af34..00000000
--- a/src/app/v2/page.tsx
+++ /dev/null
@@ -1,208 +0,0 @@
-import CapabilityLeaderboardDisplay from '@/app/components/home/CapabilityLeaderboardDisplay';
-import {
-  getComparisonRunInfo,
-  EnhancedComparisonConfigInfo,
-  getCachedHomepageStats,
-} from '@/app/utils/homepageDataUtils';
-import { HomepageSummaryFileContent } from '@/lib/storageService';
-import React from 'react';
-import type { Metadata } from 'next';
-import BrowseAllBlueprintsSection from '@/app/components/home/BrowseAllBlueprintsSection';
-import FeaturedBlueprintsSection from '@/app/components/home/FeaturedBlueprintsSection';
-import TopTagsSection from '@/app/components/home/TopTagsSection';
-import { processBlueprintSummaries } from '@/app/utils/blueprintSummaryUtils';
-import Link from 'next/link';
-import Icon from '@/components/ui/icon';
-
-const appUrl = process.env.NEXT_PUBLIC_APP_URL || (process.env.NODE_ENV === 'development' ? 'http://localhost:3172' : 'https://weval.org');
-
-export const metadata: Metadata = {
-  title: 'Weval - The Open Platform for AI Evaluation',
-  description: 'An open-source framework for creating, sharing, and running a collaborative library of AI model evaluations. Test what matters to you.',
-  openGraph: {
-    title: 'Weval - The Open Platform for AI Evaluation',
-    description: 'Create, share, and run a massive, collaborative library of AI model evaluations. Like a Wikipedia for benchmarks, Weval empowers anyone to test what matters to them.',
-    url: appUrl,
-    siteName: 'Weval',
-    images: [
-      {
-        url: `${appUrl}/opengraph-image`,
-        width: 1200,
-        height: 630,
-        alt: "Weval - Open AI Evaluation Platform",
-      },
-    ],
-    locale: 'en_US',
-    type: 'website',
-  },
-  twitter: {
-    card: 'summary_large_image',
-    title: 'Weval - The Open Platform for AI Evaluation',
-    description: 'Create, share, and run a massive, collaborative library of AI model evaluations. Test what matters to you.',
-    images: [`${appUrl}/opengraph-image`],
-  },
-};
-
-export const revalidate = 3600;
-
-// Config ID prefixes that indicate non-public evaluations
-// - Reserved prefixes from blueprint-parser.ts: _pr_, _staging_, _test_
-// - API runs: api-run-*
-// - Sandbox runs: sandbox-*
-const EXCLUDED_CONFIG_ID_PREFIXES = ['_pr_', '_staging_', '_test_', 'api-run-', 'sandbox-'];
-
-// Tags that indicate non-public/internal evaluations
-const EXCLUDED_TAGS = ['_test', '_sandbox_test'];
-
-function isPublicEvaluation(config: EnhancedComparisonConfigInfo): boolean {
-  const configId = config.id || config.configId || '';
-  // Check config ID prefix
-  if (EXCLUDED_CONFIG_ID_PREFIXES.some(prefix => configId.startsWith(prefix))) {
-    return false;
-  }
-  // Check tags
-  if (config.tags && config.tags.some(tag => EXCLUDED_TAGS.includes(tag))) {
-    return false;
-  }
-  return true;
-}
-
-export default async function HomePageV2() {
-  const [initialConfigsRaw, homepageStats]: [
-    EnhancedComparisonConfigInfo[],
-    HomepageSummaryFileContent | null,
-  ] = await Promise.all([
-    getComparisonRunInfo(),
-    getCachedHomepageStats(),
-  ]);
-
-  // Count of all public evaluations (excluding sandbox, test, etc.)
-  // initialConfigsRaw contains all configs from the pre-computed homepage summary
-  const publicEvalCount = initialConfigsRaw.filter(isPublicEvaluation).length;
-
-  const isDevelopment = process.env.NODE_ENV === 'development';
-  const featuredConfigs = initialConfigsRaw.filter(config => {
-    if (isDevelopment) {
-      return true;
-    }
-    return config.tags?.includes('_featured');
-  });
-
-  const blueprintSummaries = processBlueprintSummaries(featuredConfigs);
-
-  // Featured config IDs for the top 3 showcase
-  const FEATURED_CONFIG_IDS: string[] = [
-    'evidence-based-ai-tutoring',
-    'sri-lanka-citizen-compendium-factum',
-    'sycophancy-probe'
-  ];
-
-  // Split blueprints into featured (top 3) and remaining
-  const featuredBlueprints = FEATURED_CONFIG_IDS.length > 0
-    ? blueprintSummaries.filter(bp => FEATURED_CONFIG_IDS.includes(bp.id || bp.configId)).slice(0, 3)
-    : blueprintSummaries.slice(0, 3);
-
-  const featuredConfigIds = featuredBlueprints.map(bp => bp.id || bp.configId);
-
-  // Extract and count tags
-  const tagCounts: Record<string, number> = {};
-  featuredConfigs.forEach(config => {
-    if (config.tags) {
-      config.tags.forEach(tag => {
-        if (!tag.startsWith('_')) {
-          tagCounts[tag] = (tagCounts[tag] || 0) + 1;
-        }
-      });
-    }
-  });
-
-  const tagsData = Object.entries(tagCounts)
-    .map(([name, count]) => ({ name, count }))
-    .sort((a, b) => b.count - a.count);
-
-  return (
-    <div className="min-h-screen bg-background text-foreground">
-      <div className="fixed inset-0 -z-10 dark:bg-gradient-to-br dark:from-slate-900 dark:to-slate-800 bg-gradient-to-br from-slate-50 to-slate-100" />
-      <div className="max-w-7xl mx-auto">
-
-        {/* Hero Section - simplified tagline */}
-        <div className="w-full bg-background pt-8 pb-4 text-foreground">
-          <div className="max-w-4xl mx-auto px-4 sm:px-6 lg:px-8">
-            <div className="text-center">
-              <h1 className="text-3xl sm:text-4xl font-bold mb-2">The Open Platform for AI Evaluation</h1>
-              <p className="text-base sm:text-lg text-muted-foreground">
-                {publicEvalCount} community-built evaluations testing models on real-world tasks
-              </p>
-            </div>
-          </div>
-        </div>
-
-        <div className="px-4 sm:px-6 lg:px-8 sm:pb-2 md:pb-4 pt-4 md:pt-6 space-y-8 md:space-y-10">
-
-          {/* Dev Mode Info */}
-          {process.env.NODE_ENV === 'development' && homepageStats && (
-            <div className="mb-4 p-3 bg-blue-50 dark:bg-blue-950/20 border border-blue-200 dark:border-blue-800 rounded-lg">
-              <div className="flex items-center gap-4 flex-wrap">
-                <div className="flex items-center gap-2">
-                  <div className="w-2 h-2 bg-blue-500 rounded-full"></div>
-                  <span className="text-sm font-medium text-blue-800 dark:text-blue-200">
-                    Dev Mode (v2)
-                  </span>
-                </div>
-                <span className="text-xs text-blue-600 dark:text-blue-300">
-                  Configs loaded: {featuredConfigs.length}
-                </span>
-              </div>
-            </div>
-          )}
-
-          {/* The Leaderboards */}
-          {featuredConfigs.length > 0 && homepageStats?.capabilityLeaderboards && (
-            <section aria-labelledby="the-leaderboards-heading">
-              <CapabilityLeaderboardDisplay
-                leaderboards={homepageStats.capabilityLeaderboards}
-                rawData={homepageStats.capabilityRawData}
-                modelCardMappings={homepageStats.modelCardMappings}
-              />
-            </section>
-          )}
-
-          {featuredConfigs.length > 0 ? (
-            <>
-              <hr className="my-8 md:my-12 border-border/70 dark:border-slate-700/50 w-3/4 mx-auto" />
-              <FeaturedBlueprintsSection featuredBlueprints={featuredBlueprints} />
-              <hr className="my-8 md:my-12 border-border/70 dark:border-slate-700/50 w-3/4 mx-auto" />
-              <section id="more-blueprints" className="scroll-mt-20">
-                <BrowseAllBlueprintsSection
-                  blueprints={blueprintSummaries}
-                  title="Other Evaluations"
-                  detailed={false}
-                  excludeConfigIds={featuredConfigIds}
-                  actionLink={{ href: '/all', text: 'View All Evaluations' }}
-                />
-              </section>
-              <hr className="my-8 md:my-12 border-border/70 dark:border-slate-700/50 w-3/4 mx-auto" />
-              <TopTagsSection tags={tagsData} />
-            </>
-          ) : (
-           <div className="bg-card/80 dark:bg-slate-800/50 backdrop-blur-md p-8 sm:p-12 rounded-xl shadow-xl ring-1 ring-border dark:ring-slate-700/80 text-center flex flex-col items-center mt-10">
-              <Icon name="layout-grid" className="w-16 h-16 mx-auto mb-6 text-primary opacity-80" />
-              <h2 className="text-xl sm:text-2xl font-semibold text-card-foreground dark:text-slate-100 mb-3">
-                No Evaluation Blueprints Found
-              </h2>
-              <p className="text-muted-foreground dark:text-slate-400 text-sm sm:text-base max-w-lg mx-auto mb-6">
-                It looks like you haven&apos;t run any evaluation blueprints yet. Use the CLI to generate results.
-              </p>
-            </div>
-          )}
-
-          <div className="text-center pt-6 pb-4">
-            <p className="text-sm text-muted-foreground">
-              Weval is an open source project from the <Link href="https://cip.org" target="_blank" rel="noopener noreferrer" className="underline hover:text-foreground">Collective Intelligence Project</Link>.
-            </p>
-          </div>
-        </div>
-      </div>
-    </div>
-  );
-}

From a9a6fd86097c6a823b4f7527bac2d303ea139267 Mon Sep 17 00:00:00 2001
From: Claude <noreply@anthropic.com>
Date: Thu, 16 Jul 2026 03:09:21 +0000
Subject: [PATCH 03/10] refactor: move shared sandbox utils to src/lib and
 src/hooks

yaml-generator, json-response-parser (+ tests) and useMobile were physically
located under src/app/sandbox but imported by the live analysis viewer, the
story API routes, and the shared textarea UI primitive. Relocate them so the
sandbox route no longer owns cross-surface code.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_017bEpzahprA9rLt1wxxTKgy
---
 .../analysis/[configId]/[runLabel]/[timestamp]/ClientPage.tsx | 2 +-
 src/app/api/sandbox/auto-create/route.ts                      | 2 +-
 src/app/api/sandbox/auto-extend/route.ts                      | 4 ++--
 src/app/api/sandbox/auto-wiki/route.ts                        | 2 +-
 src/app/api/story/__tests__/json-response-parser.test.ts      | 4 ++--
 src/app/api/story/create/route.ts                             | 2 +-
 src/app/api/story/export/__tests__/route.test.ts              | 2 +-
 src/app/api/story/export/route.ts                             | 2 +-
 src/app/api/story/update/route.ts                             | 2 +-
 src/app/sandbox/components/FormPanel.tsx                      | 2 +-
 src/app/sandbox/components/MobileModal.tsx                    | 2 +-
 src/app/sandbox/components/PromptCard.tsx                     | 2 +-
 src/app/sandbox/components/SandboxClientPage.tsx              | 4 ++--
 src/components/ui/textarea.tsx                                | 2 +-
 src/{app/sandbox => }/hooks/useMobile.ts                      | 0
 src/{app/sandbox/utils => lib}/json-response-parser.test.ts   | 0
 src/{app/sandbox/utils => lib}/json-response-parser.ts        | 0
 src/{app/sandbox/utils => lib}/yaml-generator.test.ts         | 0
 src/{app/sandbox/utils => lib}/yaml-generator.ts              | 0
 19 files changed, 17 insertions(+), 17 deletions(-)
 rename src/{app/sandbox => }/hooks/useMobile.ts (100%)
 rename src/{app/sandbox/utils => lib}/json-response-parser.test.ts (100%)
 rename src/{app/sandbox/utils => lib}/json-response-parser.ts (100%)
 rename src/{app/sandbox/utils => lib}/yaml-generator.test.ts (100%)
 rename src/{app/sandbox/utils => lib}/yaml-generator.ts (100%)

diff --git a/src/app/analysis/[configId]/[runLabel]/[timestamp]/ClientPage.tsx b/src/app/analysis/[configId]/[runLabel]/[timestamp]/ClientPage.tsx
index 3042f479..3711c89a 100644
--- a/src/app/analysis/[configId]/[runLabel]/[timestamp]/ClientPage.tsx
+++ b/src/app/analysis/[configId]/[runLabel]/[timestamp]/ClientPage.tsx
@@ -25,7 +25,7 @@ import { BLUEPRINT_CONFIG_REPO_URL } from '@/lib/configConstants';
 import { SinglePromptView } from '@/app/analysis/components/SinglePromptView';
 import { AggregateAnalysisView } from '@/app/analysis/components/AggregateAnalysisView';
 import { useToast } from '@/components/ui/use-toast';
-import { generateMinimalBlueprintYaml } from '@/app/sandbox/utils/yaml-generator';
+import { generateMinimalBlueprintYaml } from '@/lib/yaml-generator';
 import { useAnalysis } from '@/app/analysis/context/AnalysisContext';
 import AnalysisPageHeader from '@/app/analysis/components/AnalysisPageHeader';
 import { fromSafeTimestamp, formatTimestampForDisplay } from '@/lib/timestampUtils';
diff --git a/src/app/api/sandbox/auto-create/route.ts b/src/app/api/sandbox/auto-create/route.ts
index 5f020cad..28b93254 100644
--- a/src/app/api/sandbox/auto-create/route.ts
+++ b/src/app/api/sandbox/auto-create/route.ts
@@ -2,7 +2,7 @@ import { NextRequest, NextResponse } from 'next/server';
 import { LLMApiCallOptions } from '@/lib/llm-clients/types';
 import { getModelResponse } from '@/cli/services/llm-service';
 import { checkForErrors } from '@/cli/utils/response-utils';
-import { parseWevalConfigFromResponse } from '@/app/sandbox/utils/json-response-parser';
+import { parseWevalConfigFromResponse } from '@/lib/json-response-parser';
 import { fromZodError } from 'zod-validation-error';
 import { z } from 'zod';
 import {
diff --git a/src/app/api/sandbox/auto-extend/route.ts b/src/app/api/sandbox/auto-extend/route.ts
index 25ee8d33..9567c784 100644
--- a/src/app/api/sandbox/auto-extend/route.ts
+++ b/src/app/api/sandbox/auto-extend/route.ts
@@ -1,8 +1,8 @@
 import { NextRequest, NextResponse } from 'next/server';
 import { getModelResponse } from '@/cli/services/llm-service';
 import { checkForErrors } from '@/cli/utils/response-utils';
-import { parsePromptsFromResponse } from '@/app/sandbox/utils/json-response-parser';
-import { generateMinimalBlueprintYaml } from '@/app/sandbox/utils/yaml-generator';
+import { parsePromptsFromResponse } from '@/lib/json-response-parser';
+import { generateMinimalBlueprintYaml } from '@/lib/yaml-generator';
 import { WevalConfig } from '@/types/shared';
 import { z } from 'zod';
 import {
diff --git a/src/app/api/sandbox/auto-wiki/route.ts b/src/app/api/sandbox/auto-wiki/route.ts
index 29ae339f..5dd80aad 100644
--- a/src/app/api/sandbox/auto-wiki/route.ts
+++ b/src/app/api/sandbox/auto-wiki/route.ts
@@ -2,7 +2,7 @@ import { NextRequest, NextResponse } from 'next/server';
 import { z } from 'zod';
 import { getModelResponse } from '@/cli/services/llm-service';
 import { checkForErrors } from '@/cli/utils/response-utils';
-import { parseWevalConfigFromResponse } from '@/app/sandbox/utils/json-response-parser';
+import { parseWevalConfigFromResponse } from '@/lib/json-response-parser';
 import { fromZodError } from 'zod-validation-error';
 import {
     EXPERT_PREAMBLE,
diff --git a/src/app/api/story/__tests__/json-response-parser.test.ts b/src/app/api/story/__tests__/json-response-parser.test.ts
index 4b3e5882..4cc1b876 100644
--- a/src/app/api/story/__tests__/json-response-parser.test.ts
+++ b/src/app/api/story/__tests__/json-response-parser.test.ts
@@ -1,5 +1,5 @@
 import { vi } from 'vitest';
-import { parseWevalConfigFromResponse } from '@/app/sandbox/utils/json-response-parser';
+import { parseWevalConfigFromResponse } from '@/lib/json-response-parser';
 
 // Mock the LLM service
 vi.mock('@/cli/services/llm-service', () => ({
@@ -10,7 +10,7 @@ vi.mock('@/cli/utils/response-utils', () => ({
   checkForErrors: vi.fn(() => false)
 }));
 
-vi.mock('@/app/sandbox/utils/yaml-generator', () => ({
+vi.mock('@/lib/yaml-generator', () => ({
   generateMinimalBlueprintYaml: vi.fn((config) => `title: "${config.title}"\ndescription: "${config.description}"`)
 }));
 
diff --git a/src/app/api/story/create/route.ts b/src/app/api/story/create/route.ts
index e990f024..57c93bd2 100644
--- a/src/app/api/story/create/route.ts
+++ b/src/app/api/story/create/route.ts
@@ -2,7 +2,7 @@ import { NextRequest, NextResponse } from 'next/server';
 import { configure } from '@/cli/config';
 import { getLogger } from '@/utils/logger';
 import { CREATOR_SYSTEM_PROMPT } from '../utils/prompt-constants';
-import { parseWevalConfigFromResponse } from '@/app/sandbox/utils/json-response-parser';
+import { parseWevalConfigFromResponse } from '@/lib/json-response-parser';
 import { resilientLLMCall, validateStoryResponse } from '../utils/llm-resilience';
 import { z } from 'zod';
 
diff --git a/src/app/api/story/export/__tests__/route.test.ts b/src/app/api/story/export/__tests__/route.test.ts
index e62c49fe..efc0b900 100644
--- a/src/app/api/story/export/__tests__/route.test.ts
+++ b/src/app/api/story/export/__tests__/route.test.ts
@@ -15,7 +15,7 @@ vi.mock('@/utils/logger', () => ({
     error: vi.fn(),
   })),
 }));
-vi.mock('@/app/sandbox/utils/yaml-generator', () => ({
+vi.mock('@/lib/yaml-generator', () => ({
   generateMinimalBlueprintYaml: vi.fn((obj) => `# Generated YAML\ntitle: ${obj.title || 'Test'}`),
 }));
 
diff --git a/src/app/api/story/export/route.ts b/src/app/api/story/export/route.ts
index 68eb9a03..b00429ca 100644
--- a/src/app/api/story/export/route.ts
+++ b/src/app/api/story/export/route.ts
@@ -1,6 +1,6 @@
 import { NextRequest, NextResponse } from 'next/server';
 import { saveJsonFile, getJsonFile } from '@/lib/storageService';
-import { generateMinimalBlueprintYaml } from '@/app/sandbox/utils/yaml-generator';
+import { generateMinimalBlueprintYaml } from '@/lib/yaml-generator';
 import { getLogger } from '@/utils/logger';
 import { z } from 'zod';
 import type { ComparisonConfig } from '@/cli/types/cli_types';
diff --git a/src/app/api/story/update/route.ts b/src/app/api/story/update/route.ts
index a27418e7..9909f51e 100644
--- a/src/app/api/story/update/route.ts
+++ b/src/app/api/story/update/route.ts
@@ -2,7 +2,7 @@ import { NextRequest, NextResponse } from 'next/server';
 import { configure } from '@/cli/config';
 import { getLogger } from '@/utils/logger';
 import { UPDATER_SYSTEM_PROMPT } from '../utils/prompt-constants';
-import { parseWevalConfigFromResponse } from '@/app/sandbox/utils/json-response-parser';
+import { parseWevalConfigFromResponse } from '@/lib/json-response-parser';
 import { resilientLLMCall, validateStoryResponse } from '../utils/llm-resilience';
 import { z } from 'zod';
 
diff --git a/src/app/sandbox/components/FormPanel.tsx b/src/app/sandbox/components/FormPanel.tsx
index 3266f287..edb06d4b 100644
--- a/src/app/sandbox/components/FormPanel.tsx
+++ b/src/app/sandbox/components/FormPanel.tsx
@@ -25,7 +25,7 @@ import { useToast } from '@/components/ui/use-toast';
 import { Switch } from "@/components/ui/switch"
 import { Label } from "@/components/ui/label"
 import Icon from '@/components/ui/icon';
-import { useMobile } from '../hooks/useMobile';
+import { useMobile } from '@/hooks/useMobile';
 
 interface FormPanelProps {
     parsedBlueprint: ComparisonConfig | null;
diff --git a/src/app/sandbox/components/MobileModal.tsx b/src/app/sandbox/components/MobileModal.tsx
index 958b6f30..d812668b 100644
--- a/src/app/sandbox/components/MobileModal.tsx
+++ b/src/app/sandbox/components/MobileModal.tsx
@@ -2,7 +2,7 @@
 
 import { ReactNode } from 'react';
 import { Dialog, DialogContent, DialogDescription, DialogFooter, DialogHeader, DialogTitle } from '@/components/ui/dialog';
-import { useMobile } from '../hooks/useMobile';
+import { useMobile } from '@/hooks/useMobile';
 
 interface MobileModalProps {
   isOpen: boolean;
diff --git a/src/app/sandbox/components/PromptCard.tsx b/src/app/sandbox/components/PromptCard.tsx
index 02f18376..4b33e3d2 100644
--- a/src/app/sandbox/components/PromptCard.tsx
+++ b/src/app/sandbox/components/PromptCard.tsx
@@ -26,7 +26,7 @@ import {
     SelectValue,
 } from "@/components/ui/select";
 import { Tabs, TabsContent, TabsList, TabsTrigger } from "@/components/ui/tabs";
-import { useMobile } from '../hooks/useMobile';
+import { useMobile } from '@/hooks/useMobile';
 import Icon from '@/components/ui/icon';
 
 type PromptConfig = WevalPromptConfig;
diff --git a/src/app/sandbox/components/SandboxClientPage.tsx b/src/app/sandbox/components/SandboxClientPage.tsx
index 260bea6d..eb3c37a6 100644
--- a/src/app/sandbox/components/SandboxClientPage.tsx
+++ b/src/app/sandbox/components/SandboxClientPage.tsx
@@ -20,7 +20,7 @@ import { Separator } from '@/components/ui/separator';
 import { ComparisonConfig } from '@/cli/types/cli_types';
 import { AutoCreateModal } from './AutoCreateModal';
 import { DEFAULT_BLUEPRINT_CONTENT } from '../hooks/useWorkspace';
-import { generateMinimalBlueprintYaml } from '../utils/yaml-generator';
+import { generateMinimalBlueprintYaml } from '@/lib/yaml-generator';
 import { parseAndNormalizeBlueprint } from '@/lib/blueprint-parser';
 import { useImmer } from 'use-immer';
 import { InputModal } from './InputModal';
@@ -35,7 +35,7 @@ import {
 } from "@/components/ui/dropdown-menu";
 import { TourModal } from './TourModal';
 import { MobileFileNavigator } from './MobileFileNavigator';
-import { useMobile } from '../hooks/useMobile';
+import { useMobile } from '@/hooks/useMobile';
 import {
   Dialog,
   DialogContent,
diff --git a/src/components/ui/textarea.tsx b/src/components/ui/textarea.tsx
index f4274acc..643338b5 100644
--- a/src/components/ui/textarea.tsx
+++ b/src/components/ui/textarea.tsx
@@ -1,7 +1,7 @@
 import * as React from "react"
 
 import { cn } from "@/lib/utils"
-import { useMobile } from "@/app/sandbox/hooks/useMobile"
+import { useMobile } from "@/hooks/useMobile"
 
 export interface TextareaProps
   extends React.TextareaHTMLAttributes<HTMLTextAreaElement> {}
diff --git a/src/app/sandbox/hooks/useMobile.ts b/src/hooks/useMobile.ts
similarity index 100%
rename from src/app/sandbox/hooks/useMobile.ts
rename to src/hooks/useMobile.ts
diff --git a/src/app/sandbox/utils/json-response-parser.test.ts b/src/lib/json-response-parser.test.ts
similarity index 100%
rename from src/app/sandbox/utils/json-response-parser.test.ts
rename to src/lib/json-response-parser.test.ts
diff --git a/src/app/sandbox/utils/json-response-parser.ts b/src/lib/json-response-parser.ts
similarity index 100%
rename from src/app/sandbox/utils/json-response-parser.ts
rename to src/lib/json-response-parser.ts
diff --git a/src/app/sandbox/utils/yaml-generator.test.ts b/src/lib/yaml-generator.test.ts
similarity index 100%
rename from src/app/sandbox/utils/yaml-generator.test.ts
rename to src/lib/yaml-generator.test.ts
diff --git a/src/app/sandbox/utils/yaml-generator.ts b/src/lib/yaml-generator.ts
similarity index 100%
rename from src/app/sandbox/utils/yaml-generator.ts
rename to src/lib/yaml-generator.ts

From bcaac49824fd40e9ebb0e529c3c99ea30c0a0333 Mon Sep 17 00:00:00 2001
From: Claude <noreply@anthropic.com>
Date: Thu, 16 Jul 2026 03:16:51 +0000
Subject: [PATCH 04/10] fix(webhooks): align push-to-main blueprint ingestion
 with PR/cron paths

The push webhook parsed blueprints with a raw single-document yaml.load and
required an embedded 'id' field, while the PR webhook and scheduled evals use
the canonical parser with path-derived IDs. Consequences: multi-document
blueprints that passed PR staging silently never ran after merge, embedded-id
policy was contradicted, model-less blueprints failed downstream, and dedupe
hashes never matched the cron path's resolved-config hashes.

Extract a shared parseSubmittedBlueprint() into src/lib/blueprint-ingestion
(canonical parse, canonical schema validation, path-derived ID, CORE model
default) and use it in the push webhook, resolving model collections before
hashing for cross-path dedupe consistency.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_017bEpzahprA9rLt1wxxTKgy
---
 src/app/api/webhooks/github-push/route.ts     |  65 ++++-----
 src/lib/__tests__/blueprint-ingestion.test.ts | 131 ++++++++++++++++++
 src/lib/blueprint-ingestion.ts                |  98 +++++++++++++
 3 files changed, 257 insertions(+), 37 deletions(-)
 create mode 100644 src/lib/__tests__/blueprint-ingestion.test.ts
 create mode 100644 src/lib/blueprint-ingestion.ts

diff --git a/src/app/api/webhooks/github-push/route.ts b/src/app/api/webhooks/github-push/route.ts
index 4e39b8dc..6ee850e9 100644
--- a/src/app/api/webhooks/github-push/route.ts
+++ b/src/app/api/webhooks/github-push/route.ts
@@ -4,6 +4,9 @@ import crypto from 'crypto';
 import { callBackgroundFunction } from '@/lib/background-function-client';
 import { webhookIPLimiter, webhookGlobalLimiter } from '@/lib/webhook-rate-limiter';
 import { generateConfigContentHash } from '@/lib/hash-utils';
+import { parseSubmittedBlueprint } from '@/lib/blueprint-ingestion';
+import { resolveModelsInConfig } from '@/lib/blueprint-service';
+import { ComparisonConfig } from '@/cli/types/cli_types';
 import { S3Client, HeadObjectCommand } from '@aws-sdk/client-s3';
 
 const GITHUB_WEBHOOK_SECRET = process.env.GITHUB_WEBHOOK_SECRET;
@@ -155,35 +158,6 @@ async function hasBeenEvaluated(configId: string, contentHash: string): Promise<
   }
 }
 
-/**
- * Parse and validate blueprint
- */
-async function parseBlueprint(content: string): Promise<any | null> {
-  try {
-    const yaml = await import('js-yaml');
-    const parsed = yaml.load(content);
-
-    if (!parsed || typeof parsed !== 'object') {
-      return null;
-    }
-
-    const config = parsed as any;
-
-    if (!config.id || typeof config.id !== 'string') {
-      return null;
-    }
-
-    if (!config.prompts || !Array.isArray(config.prompts) || config.prompts.length === 0) {
-      return null;
-    }
-
-    return config;
-  } catch (error: any) {
-    console.error('[GitHub Push Webhook] Parse error:', error.message);
-    return null;
-  }
-}
-
 /**
  * Trigger production evaluation
  */
@@ -334,17 +308,34 @@ export async function POST(req: NextRequest) {
         continue;
       }
 
-      // Parse blueprint
-      const config = await parseBlueprint(content);
-      if (!config) {
-        console.error(`[GitHub Push Webhook] Invalid blueprint: ${file.filename}`);
-        results.errors.push(`${file.filename}: Invalid blueprint structure`);
+      // Parse with the canonical parser (multi-document YAML, path-derived ID,
+      // canonical schema validation) so merged blueprints behave identically
+      // to the PR-staging and scheduled-eval ingestion paths.
+      const parsed = parseSubmittedBlueprint(content, file.filename);
+      for (const warning of parsed.warnings) {
+        console.warn(`[GitHub Push Webhook] ${file.filename}: ${warning}`);
+      }
+      if (!parsed.config) {
+        console.error(`[GitHub Push Webhook] Invalid blueprint ${file.filename}: ${parsed.error}`);
+        results.errors.push(`${file.filename}: ${parsed.error}`);
+        continue;
+      }
+
+      // Resolve model collections (e.g. CORE) before hashing so the dedupe
+      // hash matches the scheduled-eval path, which hashes the resolved config.
+      let config: ComparisonConfig;
+      try {
+        config = await resolveModelsInConfig(parsed.config, GITHUB_TOKEN);
+      } catch (error: any) {
+        results.errors.push(`${file.filename}: Failed to resolve model collections: ${error.message}`);
+        continue;
+      }
+      if (!config.models || config.models.length === 0) {
+        results.errors.push(`${file.filename}: No models remain after collection resolution`);
         continue;
       }
 
-      // Calculate content hash
-      const modelIds = config.models?.map((m: any) => typeof m === 'string' ? m : m.id) || [];
-      const contentHash = generateConfigContentHash({ ...config, models: modelIds });
+      const contentHash = generateConfigContentHash(config);
 
       // Check if already evaluated
       const alreadyEvaluated = await hasBeenEvaluated(config.id, contentHash);
diff --git a/src/lib/__tests__/blueprint-ingestion.test.ts b/src/lib/__tests__/blueprint-ingestion.test.ts
new file mode 100644
index 00000000..8faf6c69
--- /dev/null
+++ b/src/lib/__tests__/blueprint-ingestion.test.ts
@@ -0,0 +1,131 @@
+import { parseSubmittedBlueprint, formatSchemaErrors } from '../blueprint-ingestion';
+
+describe('parseSubmittedBlueprint', () => {
+    const simpleBlueprint = `
+title: Test Blueprint
+description: A test
+prompts:
+  - id: p1
+    prompt: What is the capital of France?
+    should:
+      - Mentions Paris
+`;
+
+    it('parses a simple single-document blueprint and derives the ID from the path', () => {
+        const result = parseSubmittedBlueprint(simpleBlueprint, 'blueprints/my-eval.yml');
+        expect(result.error).toBeUndefined();
+        expect(result.config?.id).toBe('my-eval');
+        expect(result.config?.prompts).toHaveLength(1);
+    });
+
+    it('parses multi-document YAML (header + prompt stream), which the old push webhook rejected', () => {
+        const multiDoc = `
+title: Multi Doc Blueprint
+description: Header document
+---
+id: p1
+prompt: First prompt
+should:
+  - Is helpful
+---
+id: p2
+prompt: Second prompt
+should:
+  - Is accurate
+`;
+        const result = parseSubmittedBlueprint(multiDoc, 'blueprints/multi-doc.yml');
+        expect(result.error).toBeUndefined();
+        expect(result.config?.id).toBe('multi-doc');
+        expect(result.config?.prompts).toHaveLength(2);
+    });
+
+    it('ignores a deprecated embedded id field and warns about it', () => {
+        const withId = `
+id: embedded-id
+title: Test
+prompts:
+  - id: p1
+    prompt: Hello?
+`;
+        const result = parseSubmittedBlueprint(withId, 'blueprints/path-id.yml');
+        expect(result.error).toBeUndefined();
+        expect(result.config?.id).toBe('path-id');
+        expect(result.warnings.some(w => w.includes("deprecated 'id'"))).toBe(true);
+    });
+
+    it('strips a leading blueprints/ prefix but keeps subdirectory structure in the ID', () => {
+        const result = parseSubmittedBlueprint(simpleBlueprint, 'blueprints/subdir/my-eval.weval.yml');
+        expect(result.error).toBeUndefined();
+        expect(result.config?.id).toContain('my-eval');
+        expect(result.config?.id).not.toContain('blueprints');
+    });
+
+    it('rejects a blueprint with no prompts', () => {
+        const noPrompts = `
+title: Empty
+description: No prompts here
+prompts: []
+`;
+        const result = parseSubmittedBlueprint(noPrompts, 'blueprints/empty.yml');
+        expect(result.config).toBeUndefined();
+        expect(result.error).toBeTruthy();
+    });
+
+    it('rejects unparseable YAML with a parse error', () => {
+        const result = parseSubmittedBlueprint('{{{ not yaml :::', 'blueprints/bad.yml');
+        expect(result.config).toBeUndefined();
+        expect(result.error).toMatch(/error/i);
+    });
+
+    it('rejects blueprints that fail canonical schema validation', () => {
+        const badSchema = `
+title: Bad
+prompts:
+  - id: p1
+    prompt: Hello?
+    weight: "not-a-number"
+`;
+        const result = parseSubmittedBlueprint(badSchema, 'blueprints/bad-schema.yml');
+        expect(result.config).toBeUndefined();
+        expect(result.error).toMatch(/Schema validation failed|Parse error/);
+    });
+
+    it('defaults models to CORE when absent', () => {
+        const result = parseSubmittedBlueprint(simpleBlueprint, 'blueprints/my-eval.yml');
+        expect(result.config?.models).toEqual(['CORE']);
+    });
+
+    it('defaults title to the derived ID when absent', () => {
+        const noTitle = `
+prompts:
+  - id: p1
+    prompt: Hello?
+`;
+        const result = parseSubmittedBlueprint(noTitle, 'blueprints/untitled.yml');
+        expect(result.error).toBeUndefined();
+        expect(result.config?.title).toBe('untitled');
+    });
+
+    it('rejects reserved ID prefixes derived from the path', () => {
+        const result = parseSubmittedBlueprint(simpleBlueprint, 'blueprints/_pr_sneaky.yml');
+        expect(result.config).toBeUndefined();
+        expect(result.error).toMatch(/reserved prefix/);
+    });
+});
+
+describe('formatSchemaErrors', () => {
+    it('handles null/empty error lists', () => {
+        expect(formatSchemaErrors(null)).toBe('unknown schema error');
+        expect(formatSchemaErrors([])).toBe('unknown schema error');
+    });
+
+    it('truncates long error lists and reports the remainder', () => {
+        const errors = Array.from({ length: 8 }, (_, i) => ({
+            instancePath: `/prompts/${i}`,
+            message: 'is invalid',
+        })) as any;
+        const formatted = formatSchemaErrors(errors, 5);
+        expect(formatted).toContain('/prompts/0');
+        expect(formatted).toContain('(+3 more)');
+    });
+});
diff --git a/src/lib/blueprint-ingestion.ts b/src/lib/blueprint-ingestion.ts
new file mode 100644
index 00000000..8372958c
--- /dev/null
+++ b/src/lib/blueprint-ingestion.ts
@@ -0,0 +1,98 @@
+import { parseAndNormalizeBlueprint, validateReservedPrefixes } from '@/lib/blueprint-parser';
+import { validateBlueprintSchema } from '@/lib/blueprint-validator';
+import { generateBlueprintIdFromPath, validateBlueprintId } from '@/app/utils/blueprintIdUtils';
+import { ComparisonConfig } from '@/cli/types/cli_types';
+import type { ErrorObject } from 'ajv';
+
+export interface BlueprintIngestionSuccess {
+    config: ComparisonConfig;
+    error?: undefined;
+    warnings: string[];
+}
+
+export interface BlueprintIngestionFailure {
+    config?: undefined;
+    error: string;
+    warnings: string[];
+}
+
+export type BlueprintIngestionResult = BlueprintIngestionSuccess | BlueprintIngestionFailure;
+
+export function formatSchemaErrors(errors: ErrorObject[] | null | undefined, maxErrors: number = 5): string {
+    if (!errors || errors.length === 0) {
+        return 'unknown schema error';
+    }
+    const shown = errors
+        .slice(0, maxErrors)
+        .map(e => `${e.instancePath || '/'} ${e.message ?? 'is invalid'}`)
+        .join('; ');
+    const remaining = errors.length - maxErrors;
+    return remaining > 0 ? `${shown} (+${remaining} more)` : shown;
+}
+
+/**
+ * Parse and validate a submitted blueprint the same way on every ingestion
+ * path (PR staging webhook, push-to-main webhook, scheduled evals):
+ *
+ * - canonical parser (supports all multi-document YAML structures)
+ * - canonical JSON-Schema validation, rejecting invalid blueprints up front
+ *   instead of letting them fail mid-run
+ * - blueprint ID derived from the repo-relative file path; an embedded `id`
+ *   field is deprecated and ignored
+ * - `models` defaults to the CORE collection when absent
+ */
+export function parseSubmittedBlueprint(
+    content: string,
+    repoRelativePath: string,
+): BlueprintIngestionResult {
+    const warnings: string[] = [];
+
+    const fileType = repoRelativePath.endsWith('.json') ? 'json' : 'yaml';
+    let config: ComparisonConfig;
+    try {
+        config = parseAndNormalizeBlueprint(content, fileType);
+    } catch (error: any) {
+        return { error: `Parse error: ${error.message}`, warnings };
+    }
+
+    const schemaCheck = validateBlueprintSchema(config, 'canonical');
+    if (!schemaCheck.valid) {
+        return {
+            error: `Schema validation failed: ${formatSchemaErrors(schemaCheck.errors as ErrorObject[] | null)}`,
+            warnings,
+        };
+    }
+
+    if (config.id) {
+        warnings.push(
+            `Blueprint contains a deprecated 'id' field ('${config.id}'). It is ignored; the ID is derived from the file path.`,
+        );
+    }
+
+    const pathForId = repoRelativePath.startsWith('blueprints/')
+        ? repoRelativePath.substring('blueprints/'.length)
+        : repoRelativePath;
+
+    try {
+        const id = generateBlueprintIdFromPath(pathForId);
+        validateReservedPrefixes(id);
+        validateBlueprintId(id);
+        config.id = id;
+    } catch (error: any) {
+        return { error: error.message, warnings };
+    }
+
+    if (!config.title) {
+        config.title = config.id;
+    }
+
+    if (!config.prompts || !Array.isArray(config.prompts) || config.prompts.length === 0) {
+        return { error: 'Blueprint contains no prompts', warnings };
+    }
+
+    if (!config.models || !Array.isArray(config.models) || config.models.length === 0) {
+        config.models = ['CORE'];
+    }
+
+    return { config, warnings };
+}

From 0da4250df4c1c9bb8f034f606ad888bc6cda1ede Mon Sep 17 00:00:00 2001
From: Claude <noreply@anthropic.com>
Date: Thu, 16 Jul 2026 03:16:52 +0000
Subject: [PATCH 05/10] fix(webhooks): fail fast on schema-invalid blueprints
 at PR staging

Canonical JSON-Schema validation was warn-only, so structurally invalid
blueprints proceeded into paid staging runs and failed late. Validate after
parsing and report Ajv errors in the PR validation comment instead. Per-file
parse errors now also surface as validation errors rather than failing the
whole webhook.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_017bEpzahprA9rLt1wxxTKgy
---
 src/app/api/webhooks/github-pr/route.ts | 25 +++++++++++++++++++++++--
 1 file changed, 23 insertions(+), 2 deletions(-)

diff --git a/src/app/api/webhooks/github-pr/route.ts b/src/app/api/webhooks/github-pr/route.ts
index c4146876..5a5d6670 100644
--- a/src/app/api/webhooks/github-pr/route.ts
+++ b/src/app/api/webhooks/github-pr/route.ts
@@ -6,7 +6,11 @@ import { callBackgroundFunction } from '@/lib/background-function-client';
 import { prEvaluationLimiter, webhookIPLimiter, webhookGlobalLimiter } from '@/lib/webhook-rate-limiter';
 import { checkPREvalLimits, formatLimitViolations, PR_EVAL_LIMITS } from '@/lib/pr-eval-limiter';
 import { validateReservedPrefixes } from '@/lib/blueprint-parser';
+import { validateBlueprintSchema } from '@/lib/blueprint-validator';
+import { formatSchemaErrors } from '@/lib/blueprint-ingestion';
 import { generateBlueprintIdFromPath, validateBlueprintId } from '@/app/utils/blueprintIdUtils';
+import type { ComparisonConfig } from '@/cli/types/cli_types';
+import type { ErrorObject } from 'ajv';
 
 const GITHUB_WEBHOOK_SECRET = process.env.GITHUB_WEBHOOK_SECRET;
 const UPSTREAM_OWNER = 'weval-org';
@@ -432,8 +436,25 @@ export async function POST(req: NextRequest) {
 
       // Parse blueprint for limit checking using the proper parser
       // This handles all multi-document formats correctly
-      const { parseAndNormalizeBlueprint } = await import('@/lib/blueprint-parser');
-      const config = parseAndNormalizeBlueprint(content, 'yaml');
+      let config: ComparisonConfig;
+      try {
+        const { parseAndNormalizeBlueprint } = await import('@/lib/blueprint-parser');
+        config = parseAndNormalizeBlueprint(content, 'yaml');
+      } catch (parseError: any) {
+        validationErrors.push({ filename: file.filename, error: `Parse error: ${parseError.message}` });
+        continue;
+      }
+
+      // Fail fast on canonical-schema violations so contributors get
+      // actionable feedback at PR time instead of a burned staging run.
+      const schemaCheck = validateBlueprintSchema(config, 'canonical');
+      if (!schemaCheck.valid) {
+        validationErrors.push({
+          filename: file.filename,
+          error: `Schema validation failed: ${formatSchemaErrors(schemaCheck.errors as ErrorObject[] | null)}`,
+        });
+        continue;
+      }
 
       // Check PR evaluation limits
       // Note: checkPREvalLimits doesn't need auth for public model collections

From 413d531a1cd663c4f72b1c0c3c7401803a5d11ff Mon Sep 17 00:00:00 2001
From: Claude <noreply@anthropic.com>
Date: Thu, 16 Jul 2026 03:19:06 +0000
Subject: [PATCH 06/10] fix(judges): honor useExperimentalScale, drop ignored
 judgeMode parameter
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

FORCE_EXPERIMENTAL=true silently overrode the per-blueprint
useExperimentalScale flag, so opting out of the 9-point scale did nothing.
The default remains the experimental scale; an explicit
useExperimentalScale: false now selects the classic 5-point scale.

judgeMode was threaded into evaluateSinglePoint but never read — scoring is
always consensus (mean of successful judges). Remove the dead parameter and
mark the config field deprecated, and document that custom judge panels
disable the automatic backup judge.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_017bEpzahprA9rLt1wxxTKgy
---
 src/cli/evaluators/llm-coverage-evaluator.ts | 19 +++++++++----------
 src/types/shared.ts                          | 16 ++++++++++++++--
 2 files changed, 23 insertions(+), 12 deletions(-)

diff --git a/src/cli/evaluators/llm-coverage-evaluator.ts b/src/cli/evaluators/llm-coverage-evaluator.ts
index b3d156c4..586a5cbd 100644
--- a/src/cli/evaluators/llm-coverage-evaluator.ts
+++ b/src/cli/evaluators/llm-coverage-evaluator.ts
@@ -29,8 +29,9 @@ const DEFAULT_JUDGE_CONCURRENCY = 20;
 
 type Logger = ReturnType<typeof getConfig>['logger'];
 
-// Global override to force experimental classification scale
-const FORCE_EXPERIMENTAL = true;
+// The 9-point experimental scale is the platform default. Blueprints can opt
+// back into the classic 5-point scale with `useExperimentalScale: false`.
+const USE_EXPERIMENTAL_SCALE_BY_DEFAULT = true;
 
 type ClassificationScaleItem = { name: string; score: number; description: string };
 
@@ -108,9 +109,9 @@ export class LLMCoverageEvaluator implements Evaluator {
         this.logger = logger;
         this.useCache = useCache;
         this.logger.info(`[LLMCoverageEvaluator] Initialized (Pointwise evaluation is now default). Caching: ${this.useCache}`);
-        const defaultScale = FORCE_EXPERIMENTAL ? EXPERIMENTAL_CLASSIFICATION_SCALE : CLASSIFICATION_SCALE;
-        const strategyLabel = FORCE_EXPERIMENTAL ? 'EXPERIMENTAL (FORCED)' : 'DEFAULT';
-        this.logger.info(`[LLMCoverageEvaluator] Classification scale default: ${strategyLabel}; size=${defaultScale.length}`);
+        const defaultScale = USE_EXPERIMENTAL_SCALE_BY_DEFAULT ? EXPERIMENTAL_CLASSIFICATION_SCALE : CLASSIFICATION_SCALE;
+        const strategyLabel = USE_EXPERIMENTAL_SCALE_BY_DEFAULT ? 'EXPERIMENTAL' : 'DEFAULT';
+        this.logger.info(`[LLMCoverageEvaluator] Classification scale default: ${strategyLabel}; size=${defaultScale.length} (per-blueprint override: useExperimentalScale)`);
     }
 
     getMethodName(): EvaluationMethod { return 'llm-coverage'; }
@@ -253,7 +254,6 @@ export class LLMCoverageEvaluator implements Evaluator {
         promptContextText: string,
         suiteDescription: string | undefined,
         judges?: Judge[],
-        judgeMode?: 'failover' | 'consensus', // Legacy
         classificationScale: ClassificationScaleItem[] = CLASSIFICATION_SCALE,
         providerLimiters?: Map<string, { adaptive: AdaptiveRateLimiter; limit: ReturnType<typeof pLimit> }>,
     ): Promise<JudgeResult> {
@@ -957,11 +957,11 @@ Output: <reflection>The text mentions empathy, which means the criterion is MET
             }
 
             const llmCoverageConfig = config.evaluationConfig?.['llm-coverage'] as LLMCoverageEvaluationConfig | undefined;
-            const classificationScale = (FORCE_EXPERIMENTAL || llmCoverageConfig?.useExperimentalScale)
+            const usingExperimental = llmCoverageConfig?.useExperimentalScale ?? USE_EXPERIMENTAL_SCALE_BY_DEFAULT;
+            const classificationScale = usingExperimental
                 ? EXPERIMENTAL_CLASSIFICATION_SCALE
                 : CLASSIFICATION_SCALE;
-            const usingExperimental = classificationScale === EXPERIMENTAL_CLASSIFICATION_SCALE;
-            const reason = FORCE_EXPERIMENTAL ? 'FORCE_EXPERIMENTAL=true' : (llmCoverageConfig?.useExperimentalScale ? 'per-blueprint flag' : 'default');
+            const reason = llmCoverageConfig?.useExperimentalScale !== undefined ? 'per-blueprint flag' : 'default';
             this.logger.info(`[LLMCoverageEvaluator] Using ${usingExperimental ? 'EXPERIMENTAL' : 'DEFAULT'} classification scale (${reason}) for prompt ${promptData.promptId}; size=${classificationScale.length}`);
 
             for (const [modelId, responseData] of Object.entries(promptData.modelResponses)) {
@@ -1025,7 +1025,6 @@ Output: <reflection>The text mentions empathy, which means the criterion is MET
                                     transcriptForModel,
                                     config.description,
                                     llmCoverageConfig?.judges,
-                                    llmCoverageConfig?.judgeMode,
                                     classificationScale,
                                     providerLimiters
                                 );
diff --git a/src/types/shared.ts b/src/types/shared.ts
index cef915eb..ef780c59 100644
--- a/src/types/shared.ts
+++ b/src/types/shared.ts
@@ -470,9 +470,21 @@ export interface Judge {
 // Public config type for llm-coverage evaluation (shared)
 export interface LLMCoverageEvaluationConfig {
     judgeModels?: string[]; // Backwards compatibility
-    judgeMode?: 'failover' | 'consensus'; // Backwards compatibility
+    /**
+     * @deprecated Accepted for backwards compatibility but ignored: scores are
+     * always averaged across all successful judges (consensus).
+     */
+    judgeMode?: 'failover' | 'consensus';
+    /**
+     * Custom judge panel. NOTE: configuring custom judges disables the
+     * automatic backup judge that supplements failed default judges.
+     */
     judges?: Judge[];
-    useExperimentalScale?: boolean; // Use 9-point classification scale instead of 5-point
+    /**
+     * Selects the 9-point experimental classification scale (default: true).
+     * Set to false to use the classic 5-point scale.
+     */
+    useExperimentalScale?: boolean;
 }
 
 // --- New Types for Model-Specific Summaries ---

From 25dc4caa392f5966f58ce83904dbb70a0d7c670c Mon Sep 17 00:00:00 2001
From: Claude <noreply@anthropic.com>
Date: Thu, 16 Jul 2026 03:21:46 +0000
Subject: [PATCH 07/10] fix(analysis): restore excluded-model detection for
 artifact-format runs
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

buildCoreData deleted excludedModels from core.json with a comment saying it
would be 'recalculated client-side' — but core.json ships null placeholder
response matrices, so the client scan (undefined/empty-string check) could
never fire and the 'Models Automatically Excluded' alert was silently dead on
all new-format runs.

Compute excludedModels server-side at save time, while the full response text
is still available, using the same missing-or-whitespace rule the client
applies to legacy monoliths. Applies to newly saved runs; older core.json
artifacts predate the field.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_017bEpzahprA9rLt1wxxTKgy
---
 src/lib/__tests__/artefact-read-write.test.ts | 37 +++++++++++++++++++
 src/lib/storageService.ts                     | 23 +++++++++++-
 2 files changed, 58 insertions(+), 2 deletions(-)

diff --git a/src/lib/__tests__/artefact-read-write.test.ts b/src/lib/__tests__/artefact-read-write.test.ts
index 7a62ed76..685654eb 100644
--- a/src/lib/__tests__/artefact-read-write.test.ts
+++ b/src/lib/__tests__/artefact-read-write.test.ts
@@ -59,3 +59,40 @@ describe('artefact read/write round-trip', () => {
     expect(cov).toMatchObject({ avgCoverageExtent: 0.5 });
   });
 });
+
+describe('core.json excludedModels computation', () => {
+  const configId = 'test_config_excluded';
+  const runLabel = 'testrun';
+  const timestamp = '2024-01-02T00-00-00Z';
+  const fileName = `${runLabel}_${timestamp}_comparison.json`;
+
+  // modelA answers everything; modelB is missing p2; modelC returns whitespace on p1
+  const sampleData: any = {
+    configId,
+    configTitle: 'Sample',
+    runLabel,
+    timestamp,
+    config: { id: configId, title: 'Sample', models: ['modelA', 'modelB', 'modelC'], prompts: [] },
+    effectiveModels: ['modelA', 'modelB', 'modelC'],
+    promptIds: ['p1', 'p2'],
+    allFinalAssistantResponses: {
+      p1: { modelA: 'Hello', modelB: 'Hi', modelC: '   ' },
+      p2: { modelA: 'World', modelC: 'Fine answer' },
+    },
+    evaluationResults: { llmCoverageScores: {}, similarityMatrix: {} },
+  };
+
+  beforeAll(async () => {
+    process.env.STORAGE_PROVIDER = 'local';
+    await saveResult(configId, fileName, sampleData);
+  });
+
+  it('flags models with missing or whitespace-only responses, while responsive models pass', async () => {
+    const core = await getCoreResult(configId, runLabel, timestamp);
+    expect(core).toBeTruthy();
+    const excluded = (core as any).excludedModels;
+    expect(excluded).toContain('modelB'); // missing p2
+    expect(excluded).toContain('modelC'); // whitespace on p1
+    expect(excluded).not.toContain('modelA');
+  });
+});
diff --git a/src/lib/storageService.ts b/src/lib/storageService.ts
index 86ef5048..0de7e3dc 100644
--- a/src/lib/storageService.ts
+++ b/src/lib/storageService.ts
@@ -16,6 +16,7 @@ import {
 import { Readable } from 'stream';
 import {
   calculateStandardDeviation,
+  IDEAL_MODEL_ID,
 } from '@/app/utils/calculationUtils';
 import {
   EnhancedComparisonConfigInfo,
@@ -959,8 +960,26 @@ export async function saveResult(configId: string, fileNameWithTimestamp: string
         return out;
       };
       clone.allFinalAssistantResponses = buildPlaceholderMatrix();
-      // Reset excludedModels; will be recalculated client-side based on artefacts
-      if (clone.excludedModels) delete clone.excludedModels;
+      // Compute excludedModels while the full response text is still available:
+      // models missing a response (or returning only whitespace) for any prompt.
+      // The client cannot derive this from core.json, whose response matrices
+      // are null placeholders.
+      {
+        const responses = full.allFinalAssistantResponses || {};
+        const promptIdsForExclusion: string[] = full.promptIds || Object.keys(responses);
+        const excluded = new Set<string>(Array.isArray(full.excludedModels) ? full.excludedModels : []);
+        for (const modelId of (full.effectiveModels || []) as string[]) {
+          if (modelId === IDEAL_MODEL_ID || excluded.has(modelId)) continue;
+          for (const promptId of promptIdsForExclusion) {
+            const text = responses[promptId]?.[modelId];
+            if (text === undefined || (typeof text === 'string' && text.trim() === '')) {
+              excluded.add(modelId);
+              break;
+            }
+          }
+        }
+        clone.excludedModels = Array.from(excluded);
+      }
       clone.fullConversationHistories = buildPlaceholderMatrix();
       // Trim coverage scores (retain essential fields & lightweight point assessments)
       const llmCoverage = full.evaluationResults?.llmCoverageScores || {};

From 99339541712637a3b2ef34d3999a979f55125c52 Mon Sep 17 00:00:00 2001
From: Claude <noreply@anthropic.com>
Date: Thu, 16 Jul 2026 03:23:22 +0000
Subject: [PATCH 08/10] fix(pr-eval): sample prompts evenly across blueprint
 instead of first-N truncation
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

applyPREvalLimits staged large blueprints by slicing the first 10 prompts, so
PR review of a several-hundred-prompt blueprint only ever exercised the
opening block (e.g. one language of a multilingual suite). Sample
deterministically and evenly across the prompt list instead — full-file
coverage with the same staging-run hash for identical PR content.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_017bEpzahprA9rLt1wxxTKgy
---
 src/lib/__tests__/pr-eval-limiter.test.ts | 38 ++++++++++++++++++++---
 src/lib/pr-eval-limiter.ts                | 24 ++++++++++++--
 2 files changed, 56 insertions(+), 6 deletions(-)

diff --git a/src/lib/__tests__/pr-eval-limiter.test.ts b/src/lib/__tests__/pr-eval-limiter.test.ts
index 32da7714..f6da9267 100644
--- a/src/lib/__tests__/pr-eval-limiter.test.ts
+++ b/src/lib/__tests__/pr-eval-limiter.test.ts
@@ -10,6 +10,7 @@ import {
   PR_EVAL_LIMITS,
   checkPREvalLimits,
   applyPREvalLimits,
+  sampleEvenlySpaced,
   formatLimitViolations,
 } from '../pr-eval-limiter';
 import { ComparisonConfig } from '@/cli/types/cli_types';
@@ -381,18 +382,20 @@ describe('applyPREvalLimits', () => {
     });
   });
 
-  it('should trim prompts to maxPrompts', async () => {
+  it('should trim prompts to maxPrompts by sampling evenly across the blueprint', async () => {
     const config: ComparisonConfig = {
       id: 'test',
-      prompts: Array(50).fill({ user: 'test prompt' }),
+      prompts: Array.from({ length: 50 }, (_, i) => ({ id: `p${i}`, user: `test prompt ${i}` })) as any,
       models: ['openai:gpt-4'],
     };
 
     const trimmed = await applyPREvalLimits(config);
 
     expect(trimmed.prompts?.length).toBe(10);
-    // Should keep first 10
-    expect(trimmed.prompts).toEqual(config.prompts?.slice(0, 10));
+    // Evenly spaced across all 50 prompts (step 5), not just the first 10
+    expect((trimmed.prompts as any[]).map(p => p.id)).toEqual(
+      ['p0', 'p5', 'p10', 'p15', 'p20', 'p25', 'p30', 'p35', 'p40', 'p45']
+    );
   });
 
   it('should not modify prompts within limit', async () => {
@@ -575,3 +578,30 @@ describe('formatLimitViolations', () => {
     expect(message).toContain(`Allowed model collections: ${PR_EVAL_LIMITS.allowedModelCollections.join(', ')}`);
   });
 });
+
+describe('sampleEvenlySpaced', () => {
+  it('returns the input unchanged when already within the count', () => {
+    expect(sampleEvenlySpaced([1, 2, 3], 10)).toEqual([1, 2, 3]);
+    expect(sampleEvenlySpaced([1, 2, 3], 3)).toEqual([1, 2, 3]);
+  });
+
+  it('returns an empty list for non-positive counts', () => {
+    expect(sampleEvenlySpaced([1, 2, 3], 0)).toEqual([]);
+  });
+
+  it('samples unique, in-order items spread across the list', () => {
+    const items = Array.from({ length: 137 }, (_, i) => i);
+    const sampled = sampleEvenlySpaced(items, 10);
+
+    expect(sampled.length).toBe(10);
+    expect(new Set(sampled).size).toBe(10); // no duplicates
+    expect([...sampled].sort((a, b) => a - b)).toEqual(sampled); // preserves order
+    expect(sampled[0]).toBe(0); // covers the start
+    expect(sampled[sampled.length - 1]).toBeGreaterThanOrEqual(items.length - Math.ceil(items.length / 10)); // reaches the tail
+  });
+
+  it('is deterministic for identical inputs', () => {
+    const items = Array.from({ length: 42 }, (_, i) => `p${i}`);
+    expect(sampleEvenlySpaced(items, 10)).toEqual(sampleEvenlySpaced(items, 10));
+  });
+});
diff --git a/src/lib/pr-eval-limiter.ts b/src/lib/pr-eval-limiter.ts
index 476bfbb5..96ba269d 100644
--- a/src/lib/pr-eval-limiter.ts
+++ b/src/lib/pr-eval-limiter.ts
@@ -235,6 +235,24 @@ export async function checkPREvalLimits(
   };
 }
 
+/**
+ * Deterministically sample `count` items spread evenly across the list.
+ * Large blueprints are often organised in blocks (per language, per topic),
+ * so staging only the first N prompts would validate a single block and skip
+ * the rest. An evenly-spaced sample covers the whole file while staying
+ * stable for a given prompt list (same PR content → same staging run hash).
+ */
+export function sampleEvenlySpaced<T>(items: T[], count: number): T[] {
+  if (count <= 0) return [];
+  if (items.length <= count) return items;
+  const step = items.length / count;
+  const sampled: T[] = [];
+  for (let i = 0; i < count; i++) {
+    sampled.push(items[Math.floor(i * step)]);
+  }
+  return sampled;
+}
+
 /**
  * Apply limits to a blueprint by trimming/filtering
  * Returns a modified config that fits within limits
@@ -248,9 +266,10 @@ export async function applyPREvalLimits(
   const limits = PR_EVAL_LIMITS;
   const modifiedConfig = { ...config };
 
-  // Trim prompts
+  // Sample prompts evenly across the blueprint rather than truncating to the
+  // first N, so the staging run exercises the whole file.
   if (modifiedConfig.prompts && modifiedConfig.prompts.length > limits.maxPrompts) {
-    modifiedConfig.prompts = modifiedConfig.prompts.slice(0, limits.maxPrompts);
+    modifiedConfig.prompts = sampleEvenlySpaced(modifiedConfig.prompts, limits.maxPrompts);
   }
 
   // Trim temperatures
@@ -301,6 +320,7 @@ export function formatLimitViolations(violations: LimitViolation[]): string {
 
   lines.push('\n**What happens:**');
   lines.push('- Your blueprint will be automatically trimmed to fit limits');
+  lines.push(`- Prompts are sampled evenly across the blueprint (not just the first ${PR_EVAL_LIMITS.maxPrompts})`);
   lines.push('- PR evaluation runs with trimmed version for validation');
   lines.push('- After merge, full evaluation runs with all prompts/models/variations');
   lines.push('- You can also test locally: `pnpm cli run-config github --name your-blueprint`');

From 376d3c67ca133b33a2bcbd672827d110d95e59f1 Mon Sep 17 00:00:00 2001
From: Claude <noreply@anthropic.com>
Date: Thu, 16 Jul 2026 03:25:28 +0000
Subject: [PATCH 09/10] fix(webhooks): satisfy strict null check on
 path-derived blueprint id

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_017bEpzahprA9rLt1wxxTKgy
---
 src/app/api/webhooks/github-push/route.ts | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/src/app/api/webhooks/github-push/route.ts b/src/app/api/webhooks/github-push/route.ts
index 6ee850e9..ded7d28c 100644
--- a/src/app/api/webhooks/github-push/route.ts
+++ b/src/app/api/webhooks/github-push/route.ts
@@ -337,8 +337,11 @@ export async function POST(req: NextRequest) {
 
       const contentHash = generateConfigContentHash(config);
 
+      // parseSubmittedBlueprint always sets a path-derived id
+      const configId = config.id!;
+
       // Check if already evaluated
-      const alreadyEvaluated = await hasBeenEvaluated(config.id, contentHash);
+      const alreadyEvaluated = await hasBeenEvaluated(configId, contentHash);
 
       if (alreadyEvaluated) {
         console.log(`[GitHub Push Webhook] Blueprint ${config.id} already evaluated (hash: ${contentHash})`);

From bc4d6f294728030f548446f19b750c54f3639437 Mon Sep 17 00:00:00 2001
From: Claude <noreply@anthropic.com>
Date: Thu, 16 Jul 2026 05:24:54 +0000
Subject: [PATCH 10/10] docs: add production screenshots for the PR #58
 site-tour comment

Viewport captures of the public weval.org pages touched by the audit
(removed, fixed, and orphaned surfaces), referenced from the PR discussion.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_017bEpzahprA9rLt1wxxTKgy
---
 .github/pr-media/site-tour/compass.png         | Bin 0 -> 128099 bytes
 .../site-tour/eval-card-api_evaluations.png    | Bin 0 -> 354363 bytes
 .../pr-media/site-tour/experiments_ndeltas.png | Bin 0 -> 153412 bytes
 .../site-tour/experiments_redlines.png         | Bin 0 -> 144108 bytes
 .github/pr-media/site-tour/model-404.png       | Bin 0 -> 34193 bytes
 .github/pr-media/site-tour/old-ndeltas-404.png | Bin 0 -> 8417 bytes
 .../pr-media/site-tour/old-redlines-404.png    | Bin 0 -> 8417 bytes
 .github/pr-media/site-tour/pairs.png           | Bin 0 -> 27525 bytes
 .github/pr-media/site-tour/regressions.png     | Bin 0 -> 111921 bytes
 .github/pr-media/site-tour/story.png           | Bin 0 -> 41457 bytes
 .github/pr-media/site-tour/v2.png              | Bin 0 -> 116316 bytes
 .github/pr-media/site-tour/vibes.png           | Bin 0 -> 177989 bytes
 .github/pr-media/site-tour/what-is-an-eval.png | Bin 0 -> 154873 bytes
 .github/pr-media/site-tour/workshop.png        | Bin 0 -> 85852 bytes
 14 files changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 .github/pr-media/site-tour/compass.png
 create mode 100644 .github/pr-media/site-tour/eval-card-api_evaluations.png
 create mode 100644 .github/pr-media/site-tour/experiments_ndeltas.png
 create mode 100644 .github/pr-media/site-tour/experiments_redlines.png
 create mode 100644 .github/pr-media/site-tour/model-404.png
 create mode 100644 .github/pr-media/site-tour/old-ndeltas-404.png
 create mode 100644 .github/pr-media/site-tour/old-redlines-404.png
 create mode 100644 .github/pr-media/site-tour/pairs.png
 create mode 100644 .github/pr-media/site-tour/regressions.png
 create mode 100644 .github/pr-media/site-tour/story.png
 create mode 100644 .github/pr-media/site-tour/v2.png
 create mode 100644 .github/pr-media/site-tour/vibes.png
 create mode 100644 .github/pr-media/site-tour/what-is-an-eval.png
 create mode 100644 .github/pr-media/site-tour/workshop.png

diff --git a/.github/pr-media/site-tour/compass.png b/.github/pr-media/site-tour/compass.png
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HcmV?d00001