Every CLI in `src/pyishlib/` uses argparse subcommands — never flag-based

InstaMolt shared package (@instamolt/shared) — constants, types, moderation prompts, and resilience utilities (CircuitBreaker, retryAsync) shared between Next.js and media server. Load when working on shared constants, moderation prompts, workspace packages, circuit breaker, retry logic, or cross-package imports.

Run Playwright smoke tests for Denser blog application. Executes 15 tests (SMOKE-01 to SMOKE-15) against configurable environment (production, dev, or localhost) with retry support (max 3 attempts per failing test). Supports headed (visible browser) and headless modes. Collects artifacts (screenshots, trace.zip) on failures and generates HTML report. Use when testing blog functionality, verifying deployments, checking UI/API consistency, or when user requests smoke tests, playwright tests, or blog testing.

End-to-end smoke test of all MemCan MCP endpoints. Creates, searches, updates, deletes memories and checks logs. Use when verifying MemCan installation or after upgrades.

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Reviews GitHub pull requests for the Medusa repository. Checks PR template compliance, contribution guidelines, code conventions, and community contribution limits. Posts a review comment and applies initial-approval or requires-more label. Use when a PR is opened or updated.

Analyze a GitHub pull request including diff, comments, related issues, and local code context

Diagnose and resolve managed clusters stuck in "Pending Import" state after switchover.

GraphQL is a query language and runtime for APIs that enables clients to request exactly the data they need. It provides a strongly-typed schema, single endpoint architecture, and eliminates over-fetc

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Use when creating new Claude Code skills or improving existing ones - ensures skills are discoverable, scannable, and effective through proper structure, CSO optimization, and real examples

Comprehensive pull request review using specialized agents

Angular 21.x SPA development skill with TailwindCSS 4.x and daisyUI 5.5.5. Use when building Angular standalone components, services, lazy-loaded routes, unit tests, or creating UI with TailwindCSS + daisyUI. Covers component scaffolding, UI/UX design, accessibility audits, and design systems.

Interact with Obsidian vaults using the Obsidian CLI to read, create, search, and manage notes, tasks, properties, and more. Also supports plugin and theme development with commands to reload plugins, run JavaScript, capture errors, take screenshots, and inspect the DOM. Use when the user asks to interact with their Obsidian vault, manage notes, search vault content, perform vault operations from the command line, or develop and debug Obsidian plugins and themes.

Use after code changes, before releases, or when testing features - runs the right level of QA based on what changed

Universal validation and knowledge capture. Detects what changed, runs governance gates, captures knowledge, verifies deployment. Works for any project.

REST and GraphQL API testing with Playwright. Use when testing APIs, mocking endpoints, validating responses, or integrating API tests with E2E flows.

Plan a project and generate PRD for execution. Creates prd.json + README.md with full HQ context awareness. Runtime-agnostic — executes identically in Claude Code and Codex. Adapts interview depth to brainstorm context if available.

Create isolated git worktree for parallel development in monorepos.

Start the multi-AI pipeline with a given request. Guides through plan -> review -> implement -> review workflow.

Run the full orchestrator → developer → qa pipeline for a game implementation task. Use when the user asks to implement, add, or change something in the PICO-8 codebase.

Autonomous end-to-end execution skill. Use when the user gives a broad directive (improve, audit, fix, ship, polish) that should run from audit through deploy without check-ins. This skill codifies the loop-until-live pattern and the stop conditions.

Use when adding authentication to Android applications (Kotlin/Java) with Web Auth, biometric-protected credentials, and MFA - integrates com.auth0.android:auth0 SDK for native Android apps

'[Skill Management] Fix the agent skill based on `logs.txt` file. Triggers on: fix skill logs, skill error, skill broken, skill not working.'

Audit SoulMap AI evals so datasets, assertions, source markers, and golden responses stay source-backed, failure-oriented, and hard to game.

Release management with versioning, stability assessment, changelog generation, and release gates. TRIGGER on: release, version, changelog, tag, cut release, release status, what version, stability, release gate.

Roll back a bad release to the previous known-good version (Marcus workflow)

Use when creating HTML email templates with React components - welcome emails, password resets, notifications, order confirmations, newsletters, or transactional emails.

Use when the Integrator is performing git operations — committing, branching, merging feature branches, resolving conflicts, managing branch lifecycle, or maintaining commit history. Activates for any git-related work.

Design and document database schemas for BenchSight tables, relationships, and data models. Use when adding new tables or modifying existing schema.

Create an isolated worktree in `.worktrees/` branched from up-to-date main, with spec directory scaffolded.

Implements a game from its architecture document using strict TDD. Use after architect-game produces an architecture doc.

Best practices and patterns for generating clean, secure, maintainable code

description: Automated pipeline from SPEC.md to ready-to-execute tasks — runs autonomously by default with parallel task execution

Ensures new Rails views, layouts, and page-level UI in rails-pokedex are designed in Google Stitch and retrieved via MCP before coding. Use when creating ERB templates, layouts, partials, styling overhauls, or any new user-facing page; when refactoring views; or when the user mentions Stitch, UI de página, telas, or frontend Rails.

Use PROACTIVELY when discovering, creating, renaming, or removing workflow definitions. MUST BE USED when adding a new user-facing flow that needs testing, or when the user asks for workflow changes. Owns the four-file workflow contract (registry + spec + bug file + fix-loop binding).

Mandatory core-4 reviewer with P0-P3 severity classification and specialist escalation

Writing Commit Message

Using git to commit current changes

Create a GitHub pull request from current working changes. Handles all git states - uncommitted changes, no branch, unpushed commits, etc. Analyzes diffs and changesets to generate a PR with filled-in template. Opens the PR in the browser when done. Use when the user asks to create a PR, open a PR, submit changes, or push for review.

Habilidad especializada para escribir y mantener tests en el proyecto, incluyendo tests unitarios, de integración, E2E con Playwright, y tests de accesibilidad.

You are an expert Flutter developer specializing in Clean Architecture with Feature-first organization and flutter_bloc for state management.

Authoring and styling guidelines for the Opentrons /docs MkDocs project. Covers file conventions, frontmatter, page titles, header IDs, image formats, tables, code blocks, Python API reference (mkdocstrings, autorefs, macros), and CSS patterns (parts lists, screenshots, icons, instruction lists, side-by-side figures, fonts, colors). Use when writing, editing, or reviewing any file in the docs/ directory, or when the user asks about MkDocs conventions, docstrings, CSS classes, or the Python API reference.

ALWAYS use this when writing docs

创建包含正确远程处理的 Pull Request

Helps work with UUI themes including generating theme tokens from Figma, working with skin packages, and connecting external themes. Use when generating theme tokens, working with loveship/electric/promo themes, or connecting external themes.

**Name:** `anim`

nextjs