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...
Audit GitHub Actions runs for fail-then-success retry recovery patterns to quantify flaky rerun waste.
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-retry-recovery-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 find workflow/job slices that repeatedly fail before eventually succeeding, so teams can target flaky reruns with the biggest minute waste.
headSha)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)gh run view <run-id> --json databaseId,workflowName,headBranch,headSha,conclusion,createdAt,updatedAt,url,repository \
> artifacts/github-actions/run-<run-id>.json
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
0 in report mode1 when FAIL_ON_CRITICAL=1 and critical recoveries are presentsummary, ranked recoveries, and critical_recoveries
These signals come from indexed source analysis and may lag behind changes. Check the current source files.
# 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 ```bash 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: ```bash 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: ```bash 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`
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...
Generative Engine Optimization (GEO) for AI search visibility. Optimize content to appear in ChatGPT, Perplexity, Claude, and Google AI Overviews. Use when optimizing websites, pages, or content for LLM discove...
Local speech-to-text with NVIDIA Parakeet TDT 0.6B v3 (ONNX on CPU). 30x faster than Whisper, 25 languages, auto-detection, OpenAI-compatible API. Use when transcribing audio files, converting speech to text, o...
飞书消息自动处理与进度反馈技能。安装后后台运行,监听飞书任务消息并自动创建独立进程处理。 在处理前后发送实时进度反馈(任务确认、进度百分比、完成通知)。 支持任务类型识别、智能解析、错误重试、并发控制、状态持久化...