Timmy-time-dashboard/timmy_automations/metrics

Metrics & Integration Automations

Data collection, validation, and dashboard integration.

Scripts

Script	Source	Purpose
backfill_retro.py	../../scripts/backfill_retro.py	Seed retrospective data from Gitea history
pre_commit_checks.py	../../scripts/pre_commit_checks.py	CI hygiene validation

Backfill Retrospective

One-time script to populate .loop/retro/ from Gitea merged PRs:

python3 scripts/backfill_retro.py

This seeds the cycle retrospective log so the LOOPSTAT panel isn't empty on new setups.

Pre-commit Checks

Runs automatically before commits to catch common issues:

• ImportError regressions
• Model name assertions
• Platform-specific path issues
• Syntax errors in test files
• Black formatting

# Run manually
python3 scripts/pre_commit_checks.py

# Or via pre-commit hook
bash scripts/pre-commit-hook.sh

Dashboard Integration

Metrics automations write to:

File	Purpose
.loop/retro/cycles.jsonl	Cycle retrospective log
.loop/retro/summary.json	Rolling statistics
.loop/retro/insights.json	Introspection recommendations
.loop/automation_state.json	Current automation states

These feed the Mission Control dashboard at /mission-control.