Recall Reasoning

This searches handoffs with post-mortems (what worked, what failed, key decisions).

Secondary: Reasoning Files (build attempts)

bash "$CLAUDE_PROJECT_DIR/.claude/scripts/search-reasoning.sh" "<query>"

This searches .git/claude/commits/*/reasoning.md for build failures and fixes.

Examples

# Search for authentication-related work
uv run python scripts/core/artifact_query.py "authentication OAuth JWT"

# Find only successful approaches
uv run python scripts/core/artifact_query.py "implement agent" --outcome SUCCEEDED

# Find what failed (to avoid repeating mistakes)
uv run python scripts/core/artifact_query.py "hook implementation" --outcome FAILED

# Search build/test reasoning
bash "$CLAUDE_PROJECT_DIR/.claude/scripts/search-reasoning.sh" "TypeError"

What Gets Searched

Artifact Index (handoffs, plans, ledgers):

• Task summaries and status
• What worked - Successful approaches
• What failed - Dead ends and why
• Key decisions - Choices with rationale
• Goal and constraints from ledgers

Reasoning Files (.git/claude/):

• Failed build attempts and error output
• Successful builds after failures
• Commit context and branch info

Interpreting Results

From Artifact Index:

• ✓ = SUCCEEDED outcome (pattern to follow)
• ✗ = FAILED outcome (pattern to avoid)
• ? = UNKNOWN outcome (not yet marked)
• Post-mortem sections show distilled learnings

From Reasoning:

• build_fail = approach that didn't work
• build_pass = what finally succeeded
• Multiple failures before success = non-trivial problem

Process

1. Run Artifact Index query first - richer context, post-mortems
2. Review relevant handoffs - check what worked/failed sections
3. If needed, search reasoning - for specific build errors
4. Apply learnings - follow successful patterns, avoid failed ones

No Results?

Artifact Index empty:

• Run uv run python scripts/core/artifact_index.py --all to index existing handoffs
• Create handoffs with post-mortem sections for future recall

Reasoning files empty:

• Use /commit after builds to capture reasoning
• Check if .git/claude/ directory exists