Feat/explore aiti learn upgrade#99
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firefly-hefeng merged 6 commits intoJul 10, 2026
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…TI/Learn - Lower AITI min sample from 5 to 2; Learn from 3 to 1. - Add messages-based fallback when structured summaries are missing. - Introduce ReflectiveConfidence (low/medium/high) on AitiProfile and LearnProfile. - Add shared reflective helpers in frontend/src/lib/reflective/shared.ts. - Update AitiCard/LearnCard empty states and confidence badges. - Add i18n strings for confidence and empty-state hints across en/zh/ja/ko.
- Add curiosity and interdisciplinary axes to AITI. - Add 30-day trend analysis comparing recent window to all-time. - Update AitiCard to render new axes and trend badges. - Extend shared reflective helpers with curiosity/interdisciplinary estimators. - Add i18n labels for new axes and trends across en/zh/ja/ko. - Update AITI markdown export to include new axes and trends.
… goals - Generate a staged learning path from domains, glossary, and open loops. - Build a review queue using recency-based spaced-repetition intervals. - Infer learning goals from top domains with progress estimate. - Update LearnCard to render learning path, review queue, and goals. - Add i18n labels for new Learn sections across en/zh/ja/ko. - Update Learn markdown export to include new sections.
- Add scripts/validate-test-data.py to inspect test fixture fitness. - Add scripts/test-reflective-logic.mjs as a plain-JS sanity check of AITI/Learn algorithms. - Tune interdisciplinary scoring curve based on fixture output. - Launch agent review matrix for computeAiti, computeLearn, shared helpers, and UI/i18n.
…nalysis, and i18n - Centralize and harden heuristic helpers in reflective/shared.ts (null-safe text access, deterministic partitioning, capped per-message cues, tightened question detection, interdisciplinary bucket formula). - Remove duplicate keyword lists from computeAiti; import shared exports. - Fix computeAiti message-fallback deduplication and extend to 6 axes (depth, maker, focus, affect, curiosity, interdisciplinary) with trends. - Extend Learn with localized learning paths, recency-based review queue, domain goals, and message fallback for domains/glossary/open loops. - Generalize AitiCard radar for N axes; improve LearnCard a11y, keys, goal-progress clamping, and empty states. - Add i18n keys for Send-to Notion/Obsidian, learning-path stages, and goal text across en/zh/ja/ko; fix zh distant fields string. - Sync scripts/test-reflective-logic.mjs and validate with test fixture.
…build - Add missing type exports (AitiAxisKey, AitiTrend, LearnPathStage, etc.) to packages/vesti-ui index.ts and frontend vendor re-export. - Complete DEFAULT_LABELS with summaryCard, empty detail labels, and send-to keys. - Add missing modelscope settings labels to en/zh/ja/ko and remove zh duplicate. - Add summaryCard block to frontend library translations in all locales. - Fix dashboard.tsx to fetch messages per conversation (getMessages requires id). - Pass onPlazaAdoptToggleMany through VestiDashboard to PromptsTab. - Fix repository.ts NoteImportMeta shape and operator precedence. - Fix library-tab.tsx event type imports and MetaChip children type. - Fix obsidianVaultService FileSystemHandle permission typing.
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