bambu-studio-ai
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Detect flaky GitHub Actions job steps by finding mixed success/failure conclusions across runs.
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Use this skill to catch flaky CI steps that alternate between passing and failing across workflow runs.
gh run view --json ...)Optional:
RUN_GLOB (default: artifacts/github-actions/*.json)TOP_N (default: 20)OUTPUT_FORMAT (text or json, default: text)MIN_OCCURRENCES (default: 3) — minimum observed step runs before scoringWARN_FAILURE_RATE (default: 0.20) — flaky failure-rate thresholdCRITICAL_FAILURE_RATE (default: 0.40) — critical flaky failure-rate thresholdFAIL_ON_CRITICAL (0 or 1, default: 0)REPO_MATCH / REPO_EXCLUDE (regex, optional)WORKFLOW_MATCH / WORKFLOW_EXCLUDE (regex, optional)JOB_MATCH / JOB_EXCLUDE (regex, optional)STEP_MATCH / STEP_EXCLUDE (regex, optional)gh run view <run-id> --json databaseId,workflowName,headBranch,headSha,url,repository,jobs \
> artifacts/github-actions/run-<run-id>.json
Text report:
RUN_GLOB='artifacts/github-actions/*.json' \
MIN_OCCURRENCES=5 \
WARN_FAILURE_RATE=0.15 \
CRITICAL_FAILURE_RATE=0.35 \
bash skills/github-actions-step-flake-audit/scripts/step-flake-audit.sh
JSON output + fail gate:
RUN_GLOB='artifacts/github-actions/*.json' \
OUTPUT_FORMAT=json \
FAIL_ON_CRITICAL=1 \
bash skills/github-actions-step-flake-audit/scripts/step-flake-audit.sh
Run against bundled fixtures:
RUN_GLOB='skills/github-actions-step-flake-audit/fixtures/*.json' \
bash skills/github-actions-step-flake-audit/scripts/step-flake-audit.sh
0 in reporting mode...Ces informations proviennent de l’analyse indexée et peuvent être anciennes. Vérifiez les fichiers actuels.
# GitHub Actions Step Flake Audit Use this skill to catch flaky CI steps that alternate between passing and failing across workflow runs. ## What this skill does - Reads GitHub Actions run JSON exports (`gh run view --json ...`) - Groups step outcomes by repository + workflow + job + step name - Scores each step for flake risk when both success and failure outcomes are present - Ranks the most unstable steps by failure rate and failed-run volume - Supports text/json outputs and optional fail gate for CI enforcement ## Inputs Optional: - `RUN_GLOB` (default: `artifacts/github-actions/*.json`) - `TOP_N` (default: `20`) - `OUTPUT_FORMAT` (`text` or `json`, default: `text`) - `MIN_OCCURRENCES` (default: `3`) — minimum observed step runs before scoring - `WARN_FAILURE_RATE` (default: `0.20`) — flaky failure-rate threshold - `CRITICAL_FAILURE_RATE` (default: `0.40`) — critical flaky failure-rate threshold - `FAIL_ON_CRITICAL` (`0` or `1`, default: `0`) - `REPO_MATCH` / `REPO_EXCLUDE` (regex, optional) - `WORKFLOW_MATCH` / `WORKFLOW_EXCLUDE` (regex, optional) - `JOB_MATCH` / `JOB_EXCLUDE` (regex, optional) - `STEP_MATCH` / `STEP_EXCLUDE` (regex, optional) ## Collect run JSON ```bash gh run view <run-id> --json databaseId,workflowName,headBranch,headSha,url,repository,jobs \ > artifacts/github-actions/run-<run-id>.json ``` ## Run Text report: ```bash RUN_GLOB='artifacts/github-actions/*.json' \ MIN_OCCURRENCES=5 \ WARN_FAILURE_RATE=0.15 \ CRITICAL_FAILURE_RATE=0.35 \ bash skills/github-actions-step-flake-audit/scripts/step-flake-audit.sh ``` JSON output + fail gate: ```bash RUN_GLOB='artifacts/github-actions/*.json' \ OUTPUT_FORMAT=json \ FAIL_ON_CRITICAL=1 \ bash skills/github-actions-step-flake-audit/scripts/step-flake-audit.sh ``` Run against bundled fixtures: ```bash RUN_GLOB='skills/github-actions-step-flake-audit/fixtures/*.json' \ bash skills/github-actions-step-flake-audit/scripts/step-flake-audit.sh ``` ## Output contract - Exit `0` in reporting mode...
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