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...
Quantify wasted GitHub Actions minutes caused by reruns so flaky workflows can be fixed with data.
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-rerun-waste-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 measure CI waste caused by reruns and repeated attempts in GitHub Actions.
gh run view --json ...)Optional:
RUN_GLOB (default: artifacts/github-actions/*.json)TOP_N (default: 20)OUTPUT_FORMAT (text or json, default: text)WARN_MINUTES (default: 10)CRITICAL_MINUTES (default: 30)FAIL_ON_CRITICAL (0 or 1, default: 0)WORKFLOW_MATCH, WORKFLOW_EXCLUDE (regex, optional)JOB_MATCH, JOB_EXCLUDE (regex, optional)REPO_MATCH, REPO_EXCLUDE (regex, optional)BRANCH_MATCH, BRANCH_EXCLUDE (regex, optional)gh run view <run-id> --json databaseId,workflowName,headBranch,headSha,runAttempt,url,repository,jobs \
> artifacts/github-actions/run-<run-id>.json
If
runAttemptis missing, this skill also checksrun_attemptand job-levelattempt.
Text report:
RUN_GLOB='artifacts/github-actions/*.json' \
WARN_MINUTES=8 \
CRITICAL_MINUTES=20 \
bash skills/github-actions-rerun-waste-audit/scripts/rerun-waste-audit.sh
JSON output + fail gate:
RUN_GLOB='artifacts/github-actions/*.json' \
OUTPUT_FORMAT=json \
FAIL_ON_CRITICAL=1 \
bash skills/github-actions-rerun-waste-audit/scripts/rerun-waste-audit.sh
Repo/workflow filter:
RUN_GLOB='artifacts/github-actions/*.json' \
REPO_MATCH='^flowcreatebot/' \
WORKFLOW_MATCH='(CI|Build)' \
bash skills/github-actions-rerun-waste-audit/scripts/rerun-waste-audit.sh
Run with bundled fixtures:
RUN_GLOB='skills/github-actions-rerun-waste-audit/fixtures/*.json' \
bash skills/github-actions-rerun...
These signals come from indexed source analysis and may lag behind changes. Check the current source files.
# GitHub Actions Rerun Waste Audit Use this skill to measure CI waste caused by reruns and repeated attempts in GitHub Actions. ## What this skill does - Reads one or more run JSON exports (`gh run view --json ...`) - Groups attempts by repository + workflow + branch + commit + job name - Estimates rerun waste from all attempts except the latest attempt in each group - Flags severity using waste-minute thresholds - Emits text or JSON output for triage dashboards and CI quality reviews ## Inputs Optional: - `RUN_GLOB` (default: `artifacts/github-actions/*.json`) - `TOP_N` (default: `20`) - `OUTPUT_FORMAT` (`text` or `json`, default: `text`) - `WARN_MINUTES` (default: `10`) - `CRITICAL_MINUTES` (default: `30`) - `FAIL_ON_CRITICAL` (`0` or `1`, default: `0`) - `WORKFLOW_MATCH`, `WORKFLOW_EXCLUDE` (regex, optional) - `JOB_MATCH`, `JOB_EXCLUDE` (regex, optional) - `REPO_MATCH`, `REPO_EXCLUDE` (regex, optional) - `BRANCH_MATCH`, `BRANCH_EXCLUDE` (regex, optional) ## Collect run JSON ```bash gh run view <run-id> --json databaseId,workflowName,headBranch,headSha,runAttempt,url,repository,jobs \ > artifacts/github-actions/run-<run-id>.json ``` > If `runAttempt` is missing, this skill also checks `run_attempt` and job-level `attempt`. ## Run Text report: ```bash RUN_GLOB='artifacts/github-actions/*.json' \ WARN_MINUTES=8 \ CRITICAL_MINUTES=20 \ bash skills/github-actions-rerun-waste-audit/scripts/rerun-waste-audit.sh ``` JSON output + fail gate: ```bash RUN_GLOB='artifacts/github-actions/*.json' \ OUTPUT_FORMAT=json \ FAIL_ON_CRITICAL=1 \ bash skills/github-actions-rerun-waste-audit/scripts/rerun-waste-audit.sh ``` Repo/workflow filter: ```bash RUN_GLOB='artifacts/github-actions/*.json' \ REPO_MATCH='^flowcreatebot/' \ WORKFLOW_MATCH='(CI|Build)' \ bash skills/github-actions-rerun-waste-audit/scripts/rerun-waste-audit.sh ``` Run with bundled fixtures: ```bash RUN_GLOB='skills/github-actions-rerun-waste-audit/fixtures/*.json' \ bash skills/github-actions-rerun...
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...
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