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Tool Call Tracking Integration - Feature #236 Complete

Summary

Successfully integrated ToolCallTracker into all 10 ADW phases to enable comprehensive tool usage monitoring and analytics.

Implementation Status: ✅ COMPLETE (10/10 phases)

Phases with ToolCallTracker Integration:

  1. ✅ Plan (adw_plan_iso.py) - Already integrated (Session 22)

  2. ✅ Validate (adw_validate_iso.py) - NEW

    • Tracked calls: baseline_build_check, git_rev_parse

  3. ✅ Build (adw_build_iso.py) - NEW

    • Tracked calls: git_checkout_branch, external_build_check

  4. ✅ Lint (adw_lint_iso.py) - NEW

    • Tracked calls: external_lint_check, git_status

  5. ✅ Test (adw_test_iso.py) - Already integrated (Session 22)

  6. ✅ Review (adw_review_iso.py) - NEW

    • Tracked calls: git_diff_changed_files, tail_backend_logs

  7. ✅ Document (adw_document_iso.py) - NEW

    • Tracked calls: git_diff_stat, git_diff_name_only, git_diff_numstat

  8. ✅ Ship (adw_ship_iso.py) - Already integrated (Session 22)

  9. ✅ Cleanup (adw_cleanup_iso.py) - NEW

    • Tracked calls: git_worktree_remove

  10. ✅ Verify (adw_verify_iso.py) - NEW

    • Tracked calls: backend_health_check, frontend_accessibility_check, create_followup_issue

Total Subprocess Calls Being Tracked

Across all 10 phases, we now track ~15+ distinct tool/command types:

  • Git operations: git_rev_parse, git_checkout_branch, git_diff, git_worktree_remove, etc.
  • Build/test tools: external_build_check, external_lint_check, pytest, npm_build
  • System tools: curl, tail, GitHub CLI (gh)
  • Validation tools: baseline_build_check, health_check

Integration Pattern Used

All phases follow this consistent pattern:

# 1. Import at top
from adw_modules.tool_call_tracker import ToolCallTracker

# 2. Functions accept optional tracker parameter
def some_function(adw_id: str, logger, tracker=None):
    if tracker:
        result = tracker.track_bash("tool_name", cmd, cwd=path)
    else:
        result = subprocess.run(cmd, cwd=path, capture_output=True, text=True)

# 3. Main execution wrapped in context manager
def main():
    # After idempotency check...
    with ToolCallTracker(adw_id=adw_id, issue_number=int(issue_number), phase_name="PhaseName") as tracker:
        # All phase execution logic here
        some_function(adw_id, logger, tracker=tracker)
        # Tracker automatically logs to observability on exit

Data Captured Per Tool Call

Each tracked tool call captures:

  • Tool name (e.g., "git_diff", "npm_build")
  • Start/end timestamps (ISO 8601 format)
  • Duration in milliseconds
  • Success/failure status
  • Error messages (if any)
  • Command parameters
  • Result summary (for subprocess.CompletedProcess)

Observability Integration

All tool calls are automatically logged to the backend observability system via:

  • log_task_completion() in adw_modules/observability.py
  • Tool calls stored in tool_calls JSONB column in work_log table
  • Zero-overhead guarantee: logging failures don't block workflow execution

Next Steps for Analytics Dashboard

With tool tracking now in all 10 phases, we can build analytics dashboards showing:

  1. Tool Usage Patterns:

    • Most frequently used tools across workflows
    • Tool usage by phase (Plan heavy on git, Test heavy on pytest, etc.)

  2. Performance Metrics:

    • Tool execution duration trends
    • Slowest tools/commands
    • Performance regression detection

  3. Reliability Metrics:

    • Tool failure rates
    • Most error-prone commands
    • Error correlation analysis

  4. Cost Attribution:

    • Time spent in external tools vs AI agent work
    • Tool overhead per workflow
    • Optimization opportunities

Files Modified (Session 28)

  1. /Users/Warmonger0/tac/tac-webbuilder/adws/adw_validate_iso.py
  2. /Users/Warmonger0/tac/tac-webbuilder/adws/adw_build_iso.py
  3. /Users/Warmonger0/tac/tac-webbuilder/adws/adw_lint_iso.py
  4. /Users/Warmonger0/tac/tac-webbuilder/adws/adw_review_iso.py
  5. /Users/Warmonger0/tac/tac-webbuilder/adws/adw_document_iso.py
  6. /Users/Warmonger0/tac/tac-webbuilder/adws/adw_cleanup_iso.py
  7. /Users/Warmonger0/tac/tac-webbuilder/adws/adw_verify_iso.py
  8. /Users/Warmonger0/tac/tac-webbuilder/adws/adw_modules/worktree_ops.py (cleanup integration)

Syntax Validation: ✅ PASS

All 7 modified phase files pass Python syntax validation:

python3 -m py_compile adw_*.py  # All ✅ PASS

Feature #236 Status

Status: READY TO COMPLETE

  • GitHub Issue: #236
  • Plans Panel ID: 128
  • Implementation: 100% complete (10/10 phases)
  • Testing: Pending (need to run ADW workflow with tracking)
  • Documentation: Complete (this file)

GitHub Issue References

  • Issue #236: Tool Call Tracking and Analytics (original)
  • Issue #262: Expand Tool Call Tracking to All ADW Phases
  • Issue #264: Expand Tool Call Tracking + Analytics Dashboard (possible duplicate)

Recommendation: Close #262 and #264 as duplicates of #236, mark #236 as complete after testing.