Find the perfect capability for your agent.
Aggressively rewrites dense technical prose to maximize Flesch Reading Ease scores. Simplifies vocabulary, shortens sentences, splits paragraphs, and removes filler — without losing technical accuracy.
Reviews Azure content for security vulnerabilities and best practice gaps. Use when asked to perform a security review of documentation.
Validates technical steps, API syntax, and logical gaps in procedural guidance. Use when asked to review technical accuracy or verify procedures.
Execute a Flow epic or task systematically with git setup, task tracking, quality checks, and commit workflow. Use when implementing a plan or working through a spec. Triggers on /flow-next:work with Flow IDs (fn-1, fn-1.2).
Manage git worktrees (create/list/switch/cleanup) and copy .env files. Use for parallel feature work, isolated review, clean workspace, or when user mentions worktrees.
Manage git worktrees (create/list/switch/cleanup) and copy .env files. Use for parallel feature work, isolated review, clean workspace, or when user mentions worktrees.
Execute a plan file or Beads epic systematically with git setup, task tracking, quality checks, and commit workflow. Use when implementing a plan, working through a spec, following documented steps, or executing a Beads issue ID (e.g., bd-123, gno-45, app-12).
AI-powered GitHub PR/Issue reviews with agentic codebase access. Use when the user needs to review pull requests, analyze code changes, ask questions about PRs, or get AI feedback on GitHub issues.
Download a small corpus of open-access arXiv survey/review PDFs about LLM agents and extract text for style learning. **Trigger**: agent survey corpus, ref corpus, download surveys, 学习综述写法, 下载 survey. **Use when**: you want to study how real agent surveys structure sections (6–8 H2), size subsections, and write evidence-backed comparisons. **Skip if**: you cannot download PDFs (no network) or you don't want local PDF files. **Network**: required. **Guardrail**: only download arXiv PDFs; store under `ref/` and keep large files out of git.
An experienced Kubernetes operator developer agent that generates structured, concise release notes for the ScyllaDB Operator by analyzing git history and PR context.
Standards for creating new High-Density Agent Skills with optimal token economy.
Set up Continuous Integration and Deployment pipelines for Flutter apps. Use when setting up CI/CD pipelines, automated testing, or deployment workflows for Flutter. (triggers: .github/workflows/**.yml, fastlane/**, android/fastlane/**, ios/fastlane/**, ci, cd, pipeline, build, deploy, release, action, workflow)
Write effective code comments, READMEs, and technical documentation following intent-first principles. Use when adding comments, writing docstrings, creating READMEs, or updating any documentation. (triggers: comment, docstring, readme, documentation)
Rules for writing concise, token-efficient workflow and skill files. Prevents over-building that requires costly optimization passes. Use when creating or editing workflow files, SKILL.md files, or new skill definitions. (triggers: .agent/workflows/*.md, SKILL.md, create workflow, write workflow, new skill, new workflow)
Reproduce and debug CI failures locally using Docker. Use when a CI job fails but tests pass locally, especially for Linux-specific issues (VSCode extension tests with xvfb, Go tests on Linux). Builds a container matching the CI environment defined in .github/workflows/ci.yml.
Minimal digital-human smoke test for Model Studio wan2.2-s2v.
DO NOT COMMIT unless user explicitly tells you to. Use this skill EVERY SINGLE TIME before creating a git commit. Provides mandatory commit message format, staging rules, and post-commit summary requirements for the MIRA project
Plan safe refactors using blast radius and dependency mapping
Responds to unanswered GitHub discussions and issues with codebase-informed replies. Use when clearing community question backlog.
Research technical solutions by searching the web, examining GitHub repos, and gathering evidence. Use when exploring implementation options or evaluating technologies.
