05-learn

name: 05-learn description: "Capture solved problems as searchable solution artifacts. Use after a workflow loop completes or a non-trivial problem is solved."

Learn

Use this skill after solving a problem so the repository gains a reusable learning in docs/solutions/.

See shared pipeline instructions for model routing and pipeline behavior.

Core rules

• Every solution MUST include YAML frontmatter per references/solution-schema.yaml (title, category, severity, tags, applies_when).
• Use references/category-map.md to map the problem to the correct solution category.
• Check for overlap with nearby solution docs before creating a new artifact.
• Use references/overlap-rules.md to decide whether to create, update, or consolidate.
• Use pattern_extractor to identify recurring patterns across existing artifacts before writing a new solution.
• Structure the document with assets/solution-template.md.
• Determine storage level:
  • Project-specific → {project-root}/docs/solutions/ (only relevant to current project)
  • Cross-project (global) → ~/.pi/agent/docs/solutions/ (applicable to any project)
  • Default to global when uncertain.
• Make the result useful to future 02-plan and 04-review runs via the search strategy in references/solution-search-strategy.md.

Workflow

1. Identify the recently solved problem or learning.
2. Use pattern_extractor extract to scan existing artifacts for recurring patterns.
3. Use pattern_extractor categorize to group patterns by type.
4. Search docs/solutions/ for related artifacts and perform an overlap check.
5. Choose the correct category using references/category-map.md.
6. Write or update the solution artifact under docs/solutions/<category>/.
7. Mention how future 02-plan and 04-review runs should benefit from the new learning.
8. Include 🧠 Context Status (health, handoff path, active files, new-session recommendation) for workflow closure.
9. Save/mention handoff-lite path under .context/compound-engineering/handoffs/ using the shared Handoff-lite template in skills/references/pipeline-config.md.

Before finishing this skill, apply the completion checklist in shared pipeline instructions.