bambu-studio-ai
Bambu Lab 3D printer control and automation. Activate when user mentions: printer status, 3D printing, slice, analyze model, generate 3D, AMS filament, print monitor, Bambu Lab, or any 3D printing task. Full pi...
Detect flaky GitHub Actions job steps by finding mixed success/failure conclusions across runs.
Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.
SkillHub CLI
skillhub install daniellummis/github-actions-step-flake-auditInspect the source and compatibility requirements, then follow its installation steps.
Give your agent the source link and ask it to inspect instructions and dependencies before explaining the installation steps.
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...These signals come from indexed source analysis and may lag behind changes. Check the current source files.
# 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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