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// Skill profile

GitHub Actions Retry Recovery Audit

Name: GitHub Actions Retry Recovery Audit
Author: daniellummis

name: github-actions-retry-recovery-audit

by daniellummis · published 2026-03-22

开发工具数据处理

Total installs

Stars

★ 0

Last updated

2026-03

// Install command

$ claw add gh:daniellummis/daniellummis-github-actions-retry-recovery-audit

View on GitHub

// Full documentation

---

name: github-actions-retry-recovery-audit

description: Audit GitHub Actions runs for fail-then-success retry recovery patterns to quantify flaky rerun waste.

version: 1.0.0

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

---

# GitHub Actions Retry Recovery Audit

Use this skill to find workflow/job slices that repeatedly fail before eventually succeeding, so teams can target flaky reruns with the biggest minute waste.

What this skill does

Reads one or more GitHub Actions workflow run JSON exports

Groups attempts by repository/workflow/branch/commit (`headSha`)

Detects recovery sequences where one or more failure-like attempts are followed by success

Calculates wasted minutes consumed before first success in each sequence

Emits text or JSON output for triage dashboards and CI fail gates

Inputs

Optional:

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

`TOP_N` (default: `20`)

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

`WARN_WASTE_MINUTES` (default: `20`)

`CRITICAL_WASTE_MINUTES` (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)

Collect run JSON

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

Run

Text report:

RUN_GLOB='artifacts/github-actions/*.json' \
WARN_WASTE_MINUTES=20 \
CRITICAL_WASTE_MINUTES=60 \
bash skills/github-actions-retry-recovery-audit/scripts/retry-recovery-audit.sh

JSON output + fail gate:

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

Output contract

Exit `0` in report mode

Exit `1` when `FAIL_ON_CRITICAL=1` and critical recoveries are present

Text output includes summary plus top recovery groups ranked by wasted minutes

JSON output includes `summary`, ranked `recoveries`, and `critical_recoveries`

// Comments

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