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// Skill profile

GitHub Actions Conclusion Volatility Audit

Name: GitHub Actions Conclusion Volatility Audit
Author: daniellummis

name: github-actions-conclusion-volatility-audit

by daniellummis · published 2026-03-22

开发工具数据处理

Total installs

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★ 0

Last updated

2026-03

// Install command

$ claw add gh:daniellummis/daniellummis-github-actions-conclusion-volatility-audit

View on GitHub

// Full documentation

---

name: github-actions-conclusion-volatility-audit

description: Audit GitHub Actions workflow conclusion volatility to surface unstable pipelines before they become chronic failures.

version: 1.0.0

metadata: {"openclaw":{"requires":{"bins":["bash","python3"]}}}

---

# GitHub Actions Conclusion Volatility Audit

Use this skill to detect unstable workflows that frequently flip between success and failure-like outcomes.

What this skill does

Reads one or more workflow run JSON exports

Groups runs by repository + workflow + branch

Calculates volatility using conclusion transitions across run history

Flags groups by warn/critical instability thresholds

Emits text or JSON output for CI reporting and quality gates

Inputs

Optional:

`RUN_GLOB` (default: `artifacts/github-actions/*.json`)

`TOP_N` (default: `20`)

`OUTPUT_FORMAT` (`text` or `json`, default: `text`)

`MIN_RUNS` (default: `5`) — minimum runs before severity is applied

`WARN_INSTABILITY_PCT` (default: `35`)

`CRITICAL_INSTABILITY_PCT` (default: `60`)

`FAIL_ON_CRITICAL` (`0` or `1`, default: `0`)

`WORKFLOW_MATCH`, `WORKFLOW_EXCLUDE` (regex, optional)

`BRANCH_MATCH`, `BRANCH_EXCLUDE` (regex, optional)

`REPO_MATCH`, `REPO_EXCLUDE` (regex, optional)

Failure-like conclusions are: `failure`, `cancelled`, `timed_out`, `action_required`, `startup_failure`.

Collect run JSON

gh run view <run-id> --json databaseId,workflowName,headBranch,conclusion,createdAt,updatedAt,url,repository \
  > artifacts/github-actions/run-<run-id>.json

Run

Text report:

RUN_GLOB='artifacts/github-actions/*.json' \
WARN_INSTABILITY_PCT=35 \
CRITICAL_INSTABILITY_PCT=60 \
bash skills/github-actions-conclusion-volatility-audit/scripts/conclusion-volatility-audit.sh

JSON output + fail gate:

RUN_GLOB='artifacts/github-actions/*.json' \
OUTPUT_FORMAT=json \
FAIL_ON_CRITICAL=1 \
bash skills/github-actions-conclusion-volatility-audit/scripts/conclusion-volatility-audit.sh

Output contract

Exit `0` in reporting mode

Exit `1` when `FAIL_ON_CRITICAL=1` and one or more critical groups are found

Text output includes summary and top unstable workflow groups

JSON output includes `summary`, ranked `groups`, and `critical_groups`

// Comments

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