DevOps

Create a new sub-agent — no Terraform, no Docker by default.

Poll RSS, JSON APIs, and GitHub with watermark dedup.

Installs John Papa's ai-ready skill, which makes a repository AI-ready by generating AGENTS.md, copilot-instructions.md, CI workflows, and issue templates.

Run the full local cleanup pipeline — stale git worktrees, dead personal forks, Docker prune, Go caches, and Homebrew — in one pass, each stage report →…

Reclaim Docker disk by pruning unused images, containers, networks, build cache, optionally volumes, and the build cache of non-default buildx builders; on…

Create, maintain, or contribute to a Portolan catalog whose metadata is stored in a git repository, with CI that validates each change.

Deploy and run a working MDK stack from mdk.yaml.

Append a sync-worthy entry to today's work-sync note.

Suede AI agent-team orchestrator, the method behind multi-agent automation: split complex work into coordinated lanes with explicit file ownership, WIP…

Generate a production-ready CI/CD pipeline config (GitHub Actions, GitLab CI, CircleCI, or Jenkins) by discovering the project's actual stack, test/build…

Build and maintain production TypeScript CLIs as stable public APIs - command contracts, packed-artifact correctness, npm publishing, CI/CD, docs, providers…

Create and operate CloudNativePG (CNPG) Postgres databases on Kubernetes the GitOps/Flux way - on managed cloud (GKE + GCS via Workload Identity) OR…

Generates production-ready docker-compose.yml and Dockerfile(s) for a project by scanning its manifest files (package.json, pyproject.toml, Gemfile, go.mod…

Refresh existing docs (architecture, onboarding, data-model, deployment, security, contributing) so they match the current codebase, verifying every claim…

Scans a codebase for environment variable usage to generate or sync .env.example, validate .env completeness against what the code actually reads, and detect…

Scores the observability of every entry point in a codebase with `autotel map` and closes the gaps it reports.

Use this when setting up CI for a GitHub repository — offers GitHub Actions or Vira depending on the project

Review pull requests and diffs for correctness, regressions, evidence, and applicable repository policy.

发布/提交流程：用户说 ship、发布、提交、推送、commit、更新版号、changelog、打 tag、开源准备时使用，凡是要把工作区改动变成提交/版本/Release 的时刻都算，即使用户只说了"提交一下"。按仓库自身风格做细粒度原子提交、更新版本与 changelog、盯 CI 到绿。不用于：写代码、修…

Reference manual for open-source README, license, CI, version, release, and marketplace requirements.

Reference manual for Python project layout, uv dependencies, static checks, tests, packaging, and CI conventions.

Run formatting, lint, typecheck, and tests for this repo; use when validating changes or investigating CI failures.

AWS Lambda handler patterns with CDK infrastructure conventions.

用百炼 CLI (`bl`) 走完"数据→微调训练→导出→部署→调用"的完整闭环，或跳过训练直接部署基座模型。支持文本模型（SFT/DPO/CPT）、音频 TTS 模型（CosyVoice）、图像生成模型（Wan2.7）和视频生成模型（Wan…