recursive-boil-down
Decompose a system, repository, or architecture into four tiers — Macro (whole system), Bricks (components), Elements (conceptual primitives), Primitives (base…
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Updated 11-14 00:15
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Decompose a system, repository, or architecture into four tiers — Macro (whole system), Bricks (components), Elements (conceptual primitives), Primitives (base…
Use the deps.dev API, also called Open Source Insights, to fetch package metadata, versions, dependency graphs, advisories, project mappings, and hash lookups.…
Use GitHub CLI, `gh`, for authentication, repository work, issues, pull requests, releases, Actions, projects, and `gh api` calls. Use this skill whenever the…
Prepare a repository for reliable agent-driven development. Adopt builds the behavior baseline, agent guidance, proof contract, and enforcement; doctor audits…
Reference knowledge base behind the firefox-extension-dev-agent agent. TRIGGER WHEN: any Firefox WebExtension or add-on work touching manifest.json, browser.*…
Find and remove unused variables, functions, classes and unreachable branches with vulture and ruff, filtering framework false positives (Django, FastAPI,…
Use when integrating Better Auth session resolution into a Fastify 5 application via onRequest hooks, decorateRequest, and Web Request bridging. Covers cookie…
Project folder structure and package manager detection for Nebula. Reference when navigating the codebase, running commands, or determining which package…
Create verified requirements definitions, design comparisons, and implementation plans for vibe coding with strict stop conditions and risk-scaled output. Use…
Analyzes a requirement about a multirepo ecosystem (a parent folder with several documented child repos) and decomposes it into repo-scoped specs plus the…
File logs, Git evidence and optional development. Triggered by godev/devlog/ag/agentflow/fast-lane/skip-ag.
Use when executing implementation plans with independent tasks in the current session
Analyze and explore codebases using Repomix CLI. Use when: analyzing repositories, exploring code structure, finding patterns. Triggers on: 'analyze this…
Design or refactor API contracts for REST and GraphQL systems. Use when the user needs resource modeling, endpoint or schema shape, naming, versioning,…
Write backend test plans and implementations for business logic, APIs, database-backed flows, and authentication paths across Node.js or Python services. Use…
Refactor code safely with a behavior-preserving workflow for decomposition, duplication removal, naming cleanup, module splits, and repeated API migrations.…
OMU - Integrated AI agent orchestration skill for Unity3D game development. Manages game lifecycle (planning→development→QA→monetization) via .omu folder, plan with ralph+plannotator,…
Execute an approved implementation plan as the smallest complete patch — preserving existing patterns and uncommitted work, with layered verification and an…
Apply these opinionated .NET 8 architecture conventions whenever structuring or reviewing a backend service: clean architecture layering and which direction…
Apply these opinionated Python 3.11+ conventions when writing Python in this codebase: type hints with mypy, async/await, pytest fixtures, dataclasses, Poetry…
Turn the git commits for a Jira ticket into a short, business-friendly implementation report and save it as local markdown. Use when the user wants to report…
Analyze coding agent session transcripts to improve existing skills or create new ones. Use when asked to improve a skill based on a session, or extract a new…
Multi-mode engineering audit and refactor orchestration. Use when you need structured deep, medium, or low audits for (1) a whole project, (2) one section or…
Draw cloud architecture diagrams via CADT AI agent. Submit a product/resource description, the backend creates the architecture and returns a…