$ca-metrics — governance trend glance

SkillMonitoring & ops

Read-only 3-metric governance glance — override rate, small-lane rate, sprint low-confidence ratio — each with a trend arrow vs. the prior 20-commit window.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the $ca-metrics — governance trend glance skill

What this skill tells your AI

The instructions your AI receives, as published by arbiterforge/codearbiter in plugins/ca-pi/skills/ca-metrics/SKILL.md and read by ahel’s review.

A bare-numbers summary of the three governance-health metrics that _metricslib.py tracks across commit windows. Each metric shows its value for the current 20-commit window and a direction arrow (↑/↓/→) relative to the immediately preceding window.

This is NOT a second $ca-audit packet. It prints numbers and arrows only — no verbatim override lines, no commit list, no file write. Use it to spot a trend at a glance; reach for $ca-audit when you need the full evidentiary packet.

Flow

  1. Invoke the helper. Call the thin entry hook metrics.py, which wraps compute from _metricslib.py. Resolve the interpreter once by presence — PY=python3; { command -v python3 >/dev/null 2>&1 && python3 --version >/dev/null 2>&1; } || PY=python — never python3 … || python …, which reruns the helper on any nonzero exit and reports the second run's code instead of the first's (#577). Pass <project-root> as --root. If --window N was supplied, pass it through as --window N; otherwise omit it (the helper applies the default of 20).

    "$PY" "${PLUGIN_ROOT}/hooks/metrics.py" --root "<project-root>"
    

    ensure_ascii note — do not remove this. metrics.py calls json.dumps with its default ensure_ascii=True. This ASCII-escapes the arrow glyphs (↑↓→) in the subprocess stdout, which avoids a UnicodeEncodeError on Windows cp1252 consoles that cannot encode those code-points raw. The rendered output you present to the user (step 2 below) uses the real glyphs — they are written by the assistant, not piped through the subprocess stdout. Do NOT add ensure_ascii=False here.

    With a custom window size:

    "$PY" "${PLUGIN_ROOT}/hooks/metrics.py" --root "<project-root>" --window N
    

    Replace N with the integer the user supplied.

  2. Render the glance. Parse the returned JSON dict. Present exactly three lines, one per metric, in this order:

    override rate:          <current>  <arrow>  (prior: <prior>)
    small-lane rate:        <current>  <arrow>  (prior: <prior>)
    sprint low-conf ratio:  <current>  <arrow>  (prior: <prior>)
    
    • Use the real glyphs ↑, ↓, → in your message (not the JSON-escaped forms).
    • For sprint_low_conf_ratio, the current or prior value may be the string "n/a" — render it literally (e.g. n/a ↑).
    • ↑ on override_rate and sprint_low_conf_ratio is a worsening signal; state this briefly below the table so the reader does not have to guess.
  3. State the window. Append one line naming the window size used, e.g. Window: 20 commits (default) or Window: N commits (--window N).

Hard gate

  • Read-only. MUST NOT write, create, or modify any file. MUST NOT stage or commit. git status MUST be unchanged after a run.
  • Emits ONLY the fixed 3-metric glance: override_rate, small_lane_rate, sprint_low_conf_ratio. MUST NOT emit verbatim override log lines, verbatim triage entries, commit lists, or any other content from the governance logs.
  • MUST NOT require $ca-init to have been run. The helper degrades gracefully on absent logs (counts return 0 / ratio returns "n/a"); surface the degraded values as-is rather than blocking.
  • If the helper subprocess fails entirely (import error, Python not found), report the error and stop — do not fabricate metric values.

When NOT to use

  • Full governance packet with verbatim overrides and audit trail → $ca-audit.
  • Live project state (active sprint, open confirms, hook health) → $ca-status.

Signals

GitHub stars
144
Forks
7
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
ca-metrics
Source
github.com/arbiterforge/codearbiter