React
Apply when writing React components. Hook discipline, state placement, performance, async cleanup, and list keys.
Review Deployment
Apply when reviewing code or planning a deployment. Pre-merge checks, migration ordering, rollback strategy, post-deploy verification.
Fastapi
Apply when building FastAPI endpoints, Pydantic models, or async APIs. Covers routing, dependency injection, error handling, testing, and OpenAPI hygiene.
Langchain
Apply when building LangChain pipelines, LCEL chains, agents, or retrieval-augmented generation systems.
Security Review
Apply when performing a security review, checking for vulnerabilities, or implementing authentication and authorization logic.
Git Conventions
Apply when committing, branching, or opening a pull request. Conventional commit format, branch naming, PR scope.
Domain Template
Apply when documenting project-specific knowledge. Template for ADRs, naming conventions, business rules, and tech-stack quirks.
Db Schema
Apply when designing database schemas, writing migrations, or reviewing table structure. Covers naming, keys, indexes, constraints, nullability, and migration safety.
Shell Scripting
Apply when writing or reviewing Bash or POSIX shell scripts — automation, CI steps, deploy scripts, or any shell-based tooling.
Drawio
Apply when creating or reviewing architecture diagrams, Mermaid diagrams, or draw.io files.
Python
Apply when writing Python code. Type hints, error handling, mutable defaults, async patterns, and packaging conventions.
Branch Finishing
Apply when closing out a feature branch — pre-merge checklist, rebase, CI verification, cleanup, and post-merge steps.
Typescript
Apply when writing TypeScript code. Strict types, discriminated unions, async patterns, and runtime safety.
Tdd
Apply when adding new behavior or fixing a bug. Red-green-refactor cycle, test-first discipline, when TDD doesn't pay.
Skill Everything
Git-versioned agent memory — agents that never make the same mistake twice.
Self Extension Workflow
Apply when executing the self-extension workflow. Six steps from a mistake to a merged rule, with CI gates and CODEOWNERS approval.
Docker
Apply when writing or reviewing Dockerfiles, docker compose files, or container build pipelines. Covers layer caching, multi-stage builds, security hardening, and compose conventions.
Brainstorming
Apply when generating ideas, exploring solution space, or facilitating divergent thinking before committing to an approach.
Github Cli
Apply when using the gh CLI to manage pull requests, issues, releases, or CI workflows on GitHub.
Implementation Plan
Apply when planning before writing code, defining scope, or producing an implementation plan for a feature or change.
Code Quality
Apply when writing or refactoring code. Generic rules to prevent the most common review comments — function length, naming, error handling, security, and tooling.
Error Log
Apply when learning from a mistake. Central memory of past errors and derived rules; consult before logging a new error to avoid duplicates.
Svg Check
Apply when editing, generating, or reviewing any SVG diagram. Pixel-perfect Playwright bbox-check is the acceptance test — eyeballing is not sufficient. Run on every SVG before declaring done.
Debugging
Apply when diagnosing a bug, reproducing a failure, or performing root cause analysis. Covers systematic isolation, binary search, logging strategy, and hypothesis-driven investigation.
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