principle-boundary-discipline
Keep work with its declared owner when current-task evidence shows a repository, package, trust, state, or responsibility boundary could be crossed. Use when a…
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Updated 11-16 00:04
Coding & development
41,212 results
principle-stop-on-plan-drift
Stop approved implementation when repository evidence or a proposed action departs from the approved task. Use while executing a hash-matched plan when paths,…
socialos
Project memory for SocialOS — unified social inbox with AI reply suggestions. Read at every session start. Trigger when starting any coding task, before using…
springboot-patterns
Spring Boot architecture patterns, REST API design, layered services, data access, caching, async processing, and logging. Use for Java Spring Boot backend…
jsdoc
Full JSDoc format guide for TypeScript, covering @example formats (short, multi-line, multi-variant), tag usage (@default, @deprecated, what to avoid),…
requesting-code-review
Use when completing tasks, implementing major features, or before merging to verify work meets requirements
explain-to-me
Explains unfamiliar concepts or code at the user's requested depth and language when they ask how or why something works.
python-anti-patterns
Python anti-pattern checklist. MUST consult before finalizing any Python implementation, during Python code review, or when a Python bug traces to mutable…
python-code-style
Python code style — ruff, black, isort, naming conventions, docstrings. MUST consult when configuring Python linters/formatters, establishing project style…
python-configuration
Python configuration management — pydantic-settings, environment variables, .env files, secrets. MUST consult when externalizing config, adding settings…
python-resource-management
Python resource management — context managers, __enter__/__exit__, contextlib, cleanup patterns. MUST consult when writing context managers, managing…
up-wiki
Update Outline wiki documentation with implementation-level details from the current session by dispatching the up-docs-propagate-wiki sub-agent. This skill…
context-first
Load relevant design documents and project context before working on any task. Use when user asks about features, requests implementation, discusses…
javascript
Node.js and JavaScript development patterns, gotchas, and library compatibility notes. Use when working with Node.js projects, TypeScript, React, antd,…
lyxy-runner-javascript
Environment rules for running JavaScript / TypeScript scripts with bun: always prefer executing with the bun command; bun natively supports .js and .ts; imported third-party dependencies are automatically downloaded and installed, with no need for package.json or any dependency declaration step; alternative execution methods such as node/npm/yarn/pnpm are prohibited; npm…
codex-context-details
Codex context breakdown
architecture-boundaries
Layering and boundaries, web vs public API, app layout (clients, routes, logging), ports/adapters, runtime-portable domain/shared/utils code, multi-tenancy,…
create-pr
Patterns and conventions for creating a good PR
review-pr-comments
Triages a PR with GitHub CLI: loads issue-level and inline review feedback (gh pr view, gh api REST, gh api graphql as appropriate), walks items in order,…
toolchain-commands
Installing dependencies, running dev/build/test/lint, filtering packages, single-test runs, git hooks, preparing a clone (.env.development / .env.test), or…
delegation-first
Default behavior pattern that automatically delegates implementation tasks to specialized sub-agents while keeping the main conversation focused on…
git-upstream-pr-diverged
Submit a diverged-fork commit to upstream as a clean PR via cherry-pick with re-derive fallback, message scrubbing, and regression checks. Use when direct…
dspy-langtrace
Use Langtrace for DSPy observability and tracing. Use when you want to set up Langtrace, langtrace-python-sdk, auto-instrument DSPy, trace DSPy calls, LLM…
dspy-ollama
Run DSPy with local models using Ollama — no API key needed. Use when you want to run DSPy locally, use Ollama, set up a local LLM, run offline, or configure…