Built-in

Commit Insights

Analyze git commit patterns, PR cycle times, code churn, and team velocity for engineering managers

Built-in Skill

Trigger Phrases

Say any of these to activate this skill:

  • "commit insights"
  • "engineering metrics"
  • "team velocity"
  • "pr cycle time"
  • "code churn"
  • "engineering health"
  • "team stats"

Tools Used

tool_search tool_install canvas_create canvas_update canvas_api_schema canvas_api_seed memory_read memory_write send_message web

How It Works

Analyze git activity and produce engineering health metrics:

1. Connect — Check if GitHub integration is installed via tool_search. If not:

    $&
2. Configure — Read tracked repos and team from memory (key: git_insights_config)
    $&
3. Fetch data — For each configured repo:
    $&
4. Compute metrics
    $&
5. Build canvas — Create or update the insights dashboard:
    $&
6. Weekly report — On weekly heartbeat:
    $&
7. Persist — Save weekly snapshots to memory for trend analysis

Ready to use Commit Insights?

Create a free agent and install this skill in one click.

Get Started Free →