fix: self-learning system — thresholds, single toggle, frontmatter, --reset#173
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fix: self-learning system — thresholds, single toggle, frontmatter, --reset#173
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added 2 commits
April 6, 2026 09:47
- Extract magic number 0.33 into INITIAL_CONFIDENCE constant in json-helper.cjs - Fix inaccurate SYNC comment in learn.ts (batch_size is not in background-learning) - Add tests for stripLeadingFrontmatter via create-artifacts (duplicate frontmatter bug fix) - Add tests for cleanSelfLearningArtifacts (new learning-cleanup.ts utility)
…-reset - Raise promotion thresholds: 5 observations + 7-day spread (was 3/24h) - Single on/off toggle: hook presence in settings.json only (no learning.json enabled field) - Fix duplicate frontmatter: stripLeadingFrontmatter + no-frontmatter prompt instruction - Add `devflow learn --reset` for artifact + log + state cleanup - Add quality rules to background-learning prompt - Update CLAUDE.md to reflect new thresholds and mechanism - Remove existing self-learning artifacts from this project - New shared utility: learning-cleanup.ts
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Summary
settings.jsonis the ONLY control, removed dual-stateenabledfield fromlearning.jsonstripLeadingFrontmatter()injson-helper.cjs+ no-frontmatter prompt instruction (belt-and-suspenders)devflow learn --reset— removes all self-learning artifacts + log + transient state with confirmation promptTest plan
stripLeadingFrontmatterhandles edge cases (no frontmatter, nested dashes, empty)--resetconfirms before deleting, acquires lock, releases on all pathssession-end-learningdefaults gracefully whenlearning.jsonmissing--enable/--disable/--configure/initnever writeenabledto config