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 sudden GitHub Actions failure-rate spikes by workflow group using recent-vs-baseline run windows.
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-failure-spike-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 workflows that recently degraded (new flaky tests, broken deploy gates, bad dependency updates, or infra outages) before they become long-running incidents.
ok, warn, critical) using spike + recent failure rate gatesOptional:
RUN_GLOB (default: artifacts/github-actions/*.json)TOP_N (default: 20)OUTPUT_FORMAT (text or json, default: text)RECENT_RUNS (default: 4)MIN_RECENT_RUNS (default: 3)MIN_BASELINE_RUNS (default: 4)WARN_SPIKE_PCT (default: 15)CRITICAL_SPIKE_PCT (default: 30)WARN_RECENT_FAILURE_RATE (default: 25)CRITICAL_RECENT_FAILURE_RATE (default: 45)WORKFLOW_MATCH (regex, optional)WORKFLOW_EXCLUDE (regex, optional)BRANCH_MATCH (regex, optional)BRANCH_EXCLUDE (regex, optional)EVENT_MATCH (regex, optional)EVENT_EXCLUDE (regex, optional)REPO_MATCH (regex, optional)REPO_EXCLUDE (regex, optional)FAIL_ON_CRITICAL (0 or 1, default: 0)gh run view <run-id> --json databaseId,workflowName,event,conclusion,headBranch,headSha,createdAt,updatedAt,startedAt,url,repository \
> artifacts/github-actions/run-<run-id>.json
Text report:
RUN_GLOB='artifacts/github-actions/*.json' \
RECENT_RUNS=8 \
WARN_SPIKE_PCT=12 \
bash skills/github-actions-failure-spike-audit/scripts/failure-spike-audit.sh
JSON output + fail gate:
RUN_GLOB='artifacts/github-actions/*.json' \
OUTPUT_FORMAT=json \
FAIL_ON_CRITICAL=1 \
bash skills/github-actions-failure-spike-audit/scripts/failure-spike-audit.sh
Run against bundled fixtures:
``...
These signals come from indexed source analysis and may lag behind changes. Check the current source files.
# GitHub Actions Failure Spike Audit Use this skill to catch workflows that recently degraded (new flaky tests, broken deploy gates, bad dependency updates, or infra outages) before they become long-running incidents. ## What this skill does - Reads GitHub Actions run JSON exports - Groups by repository + workflow + branch + event - Splits each group into **recent** runs and **baseline** history - Compares recent failure rate to baseline failure rate - Scores severity (`ok`, `warn`, `critical`) using spike + recent failure rate gates - Emits text or JSON output for CI automation ## Inputs Optional: - `RUN_GLOB` (default: `artifacts/github-actions/*.json`) - `TOP_N` (default: `20`) - `OUTPUT_FORMAT` (`text` or `json`, default: `text`) - `RECENT_RUNS` (default: `4`) - `MIN_RECENT_RUNS` (default: `3`) - `MIN_BASELINE_RUNS` (default: `4`) - `WARN_SPIKE_PCT` (default: `15`) - `CRITICAL_SPIKE_PCT` (default: `30`) - `WARN_RECENT_FAILURE_RATE` (default: `25`) - `CRITICAL_RECENT_FAILURE_RATE` (default: `45`) - `WORKFLOW_MATCH` (regex, optional) - `WORKFLOW_EXCLUDE` (regex, optional) - `BRANCH_MATCH` (regex, optional) - `BRANCH_EXCLUDE` (regex, optional) - `EVENT_MATCH` (regex, optional) - `EVENT_EXCLUDE` (regex, optional) - `REPO_MATCH` (regex, optional) - `REPO_EXCLUDE` (regex, optional) - `FAIL_ON_CRITICAL` (`0` or `1`, default: `0`) ## Collect run JSON ```bash gh run view <run-id> --json databaseId,workflowName,event,conclusion,headBranch,headSha,createdAt,updatedAt,startedAt,url,repository \ > artifacts/github-actions/run-<run-id>.json ``` ## Run Text report: ```bash RUN_GLOB='artifacts/github-actions/*.json' \ RECENT_RUNS=8 \ WARN_SPIKE_PCT=12 \ bash skills/github-actions-failure-spike-audit/scripts/failure-spike-audit.sh ``` JSON output + fail gate: ```bash RUN_GLOB='artifacts/github-actions/*.json' \ OUTPUT_FORMAT=json \ FAIL_ON_CRITICAL=1 \ bash skills/github-actions-failure-spike-audit/scripts/failure-spike-audit.sh ``` Run against bundled fixtures: ``...
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