Ca metrics
Skill arbiterForge/codeArbiter/plugins/ca-codex/skills/ca-metrics
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.From its SKILL.md
npx -y skills add arbiterForge/codeArbiter --skill ca-metricsAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
SKILL.md
3.8 KB, 926 tokens by cl100k_base, as published. Nobody here has run it
$ca-metrics — governance trend glance
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 $ca-audit when you need the full evidentiary packet.
Flow
-
Invoke the helper. Call the thin entry hook
metrics.py, which wrapscomputefrom_metricslib.py, via a Windows-safepython3 … || python …fallback. Pass<project-root>as--root. If--window Nwas supplied, pass it through as--window N; otherwise omit it (the helper applies the default of 20).python3 "${CLAUDE_PLUGIN_ROOT}/hooks/metrics.py" --root "<project-root>" || python "${CLAUDE_PLUGIN_ROOT}/hooks/metrics.py" --root "<project-root>"ensure_asciinote — do not remove this.metrics.pycallsjson.dumpswith its defaultensure_ascii=True. This ASCII-escapes the arrow glyphs (↑↓→) in the subprocess stdout, which avoids aUnicodeEncodeErroron Windowscp1252consoles that cannot encode those code-points raw. The rendered output you present to the user (step 2 below) uses the real glyphs — they are written by the assistant, not piped through the subprocess stdout. Do NOT addensure_ascii=Falsehere.With a custom window size:
python3 "${CLAUDE_PLUGIN_ROOT}/hooks/metrics.py" --root "<project-root>" --window N || python "${CLAUDE_PLUGIN_ROOT}/hooks/metrics.py" --root "<project-root>" --window NReplace
Nwith the integer the user supplied. -
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, thecurrentorpriorvalue may be the string"n/a"— render it literally (e.g.n/a ↑). - ↑ on
override_rateandsprint_low_conf_ratiois a worsening signal; state this briefly below the table so the reader does not have to guess.
-
State the window. Append one line naming the window size used, e.g.
Window: 20 commits (default)orWindow: N commits (--window N).
Hard gate
- Read-only. MUST NOT write, create, or modify any file. MUST NOT stage or commit.
git statusMUST 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-initto 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.
What ships with it
Read from the repository
Just SKILL.md. No reference files, no scripts.