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Use for /he:learn; durable guard after repeated misses, review loops, or workflow gaps.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Use for /he:plan; stage 1 readiness with Treehouse, Grill Me, owner, proof path, PASS/FAIL.
Use for UI components, design systems, atomic design, tokens, themes, hardcoded visuals, or missing design SSOT.
Use for module boundaries, public APIs, ownership, abstractions, wrappers, test seams, or architecture review.
Use for visual PDFs: create, polish, export, verify decks, reports, proposals, one-pagers, or HTML-to-PDF.
Use for hard bugs, failing behavior, flaky tests, exceptions, regressions, or unexplained slowness before fixing.
Use for real UI E2E smoke/regression proof across web, Flutter, browser, Chrome, or device flows, with artifacts.
| name | he-learn |
| description | Use for /he:learn; durable guard after repeated misses, review loops, or workflow gaps. |
Stage 5/5. Use /he:learn only when he-state.json contains open learning findings after repeated misses, review gaps, or ship findings. Finish the durable guard; do not timebox it.
Read ../workflow-help/references/route-map.md, ../repeated-failure-learning/SKILL.md, and ../skill-creator/SKILL.md before acting.
he-state.json before/after each learning step; validate it before loop-complete yes/he:ship should close with Next: loop complete: yesskill-creator only for skill/stage-contract changeshe-learn until the durable guard exists and passesNext: loop complete: yes/no. No transcript dump; future runs can resume from state