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Get Started Free →Extract decisions, lessons, patterns, and surprises from completed phase artifacts
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-17 | ✗→✓ | ▲ Improved | -61% | 0% |
| case-04 | ✓→✗ | ▼ Worse | -82% | 0% |
| case-06 | ✓→✗ | ▼ Worse | -64% | 0% |
| case-09 | ✓→✗ | ▼ Worse | -77% | 0% |
| case-13 | ✓→✗ | ▼ Worse | -67% | 0% |
<objective> Extract structured learnings from completed phase artifacts (PLAN.md, SUMMARY.md, VERIFICATION.md, UAT.md, STATE.md) into a LEARNINGS.md file that captures decisions, lessons learned, patterns discovered, and surprises encountered. </objective>
<execution_context> @~/.claude/gsd-core/workflows/extract-learnings.md </execution_context>
Execute the extract-learnings workflow from @~/.claude/gsd-core/workflows/extract-learnings.md end-to-end.
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