🧠 Automated AI Knowledge Base for Product Managers — 4-pillar system with self-evolving knowledge graph. Updates every 4h.

A CPU-style scheduler for an agent's token budget — pre-allocate by value-per-token, predict overrun, down-tier or preempt before the window blows.

Scan your dependency tree for hidden instructions aimed at your coding agent before it runs them.

Curated Hermes Agent skills & runbooks — personal knowledge workflows, ready to drop into your own agent. | 精选 Hermes Agent Skill 合集，记录和分享 hermes-agent 使用经验，开箱即用。

Adapt GLM-5.2 tool-calling to the OpenAI tool_calls schema so coding-agent harnesses stop silently mis-parsing GLM function calls

Zero-config CLI that audits a JS/TS repo for AI-generated code slop and emits a single SlopScore (0-100) plus a ranked file heatmap.

Drive Windows desktop apps with an LLM agent via the UI Automation accessibility tree — no pixel/CV automation

Exactly-once idempotency for browser-agent side-effects — Stripe's Idempotency-Key for your Playwright agent

Forensic timeline that shows which bash command your AI ran at 3am

Structured verification gate for AI agent edit loops — AST-level proof that edits actually landed

Claude Code & Codex agent honesty verifier — one command surfaces fixes the coding agent claimed but never made.

CiteGuard — catch fabricated citations & CVEs in papers and PRs, in CI. Deterministic citation/identifier verifier (DOI/arXiv/CVE/commit/GitHub issue) with a GitHub Action.

Surgical in-session context editing for coding agents — delete failed turns from Claude Code / Cursor sessions instead of /clear-and-restart

tokenctl — cgroups for your LLM bill: hierarchical token budgets, in-flight preemption, multi-provider proxy

Runtime seccomp-style per-call capability sandbox for installable agent skills — declare what each skill may touch, enforce it at the call site, trap+log violations.

skvet — pre-install risk scanner for agentic skill bundles: stars-orthogonal shell/hook/network safety score

dscache — DeepSeek prefix-cache profiler: see when your cache busts, why, and what it cost

ctxprof — context-budget profiler for Claude Code sessions: see exactly what's eating your context window

CacheGuard（缓存卫士）— a drop-in proxy that keeps DeepSeek's server-side prefix-cache stable in front of any coding agent, so cache-hit pricing never silently breaks.

RefusalScope — probe and classify how an LLM refuses (incl. disguised/soft refusals), and diff refusal scope across model versions