Maintain a development log (DEVLOG.md) at the project root. Use at the START and END of every coding session, after implementing features, fixing bugs, refactoring code, or making any meaningful code changes. Automatically triggered for all development tasks.

Decision framework for GLSL shader projects. Routes to specialized shader skills (fundamentals, noise, SDF, effects) based on task requirements. Use when starting a shader project or needing guidance on which shader techniques to combine.

Use this skill when the task explicitly involves:

Minimal / clean / Linear / Notion / Vercel / whitespace-heavy UIs. Locked knobs: CRAFT=8, MOTION=3, DENSITY=2. Monochrome + one accent, Inter/Geist, hairline borders over shadows. Trigger on: minimal, clean, Linear-like, Notion-like, Vercel-like, whitespace-heavy.

Reviews local git changes and generates a pull request summary following the project template. Use when the user asks to automate PR summary, generate PR description, fill PR template, or review local changes for a PR.

7-step workflow to export en.json from app i18n modules (or use user-provided JSON), detect new/changed keys via git diff when applicable, translate into zh/tc/ko/es using TRANSLATION_PROMPT.md, and merge into app locale JSON files.

**This skill has been renamed to g-medic.** Use `@g-medic` instead.

Implement new MCP tools in the deno-mcp-template project. Provides the exact file structure, type signatures, registration steps, and patterns for standard tools, sampling tools, form and URL elicitation, resource-backed tools, and notification tools. Use when adding a new tool, creating MCP tools, or asking how tools work in this project.

Add or modify tasks in Implementation Plan. Use when user proposes new requirements, changes priorities, or adjusts existing task scope.

Activates whenever referencing backend routes in frontend components. Use when importing from @/actions or @/routes, calling Laravel routes from TypeScript, or working with Wayfinder route functions.

Sync .env from 1Password using env_var_mappings.

Generate a gh pr create command targeting the upstream repo with a concise bulleted PR message. Never executes the command.

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'Stage files and create a conventional commit with a well-formed message.'

Reproduce and debug Android bugs on an emulator using ADB. Covers emulator setup, test data seeding, UI navigation via uiautomator, log capture, and screenshots. Use when the user asks to reproduce a bug, debug an issue on an emulator, or investigate an Android crash/behavior.

Personalizes a fork of this Cloudflare multi-worker monorepo—worker names in wrangler, package names, README, and UI—so deploys and docs are not stuck on starter kit defaults. Use when the user created a repo from the template, wants to deploy their own app, or asks to rename workers, rebrand, or remove generic starter kit copy. Skip when developing the upstream starter kit (origin URL contains firtoz/cf-multiworker-starter-kit; canonical https://github.com/firtoz/cf-multiworker-starter-kit) unless the user explicitly asks.

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Внедрение накопленных улучшений из improvements-backlog в инструкции AI агента

'Use when staging and committing code changes with conventional commit messages'

Create a GitHub Pull Request to merge the current branch into main with a well-structured title and description using GitHub CLI. Use when the user asks to create a PR, open a pull request, submit a merge request, or send changes for review.

Deploy Supabase Edge Functions. Use when deploying process-task or other functions, when Docker mount fails, or when updating edge function code.

Import/export validation post-implementation. Checks that all imports resolve to actual exports, catches broken references and circular dependencies.

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office

Security and compliance for MCPAtlas: threat model, RBAC, audit, supply chain, input validation, plugin sandbox. Use when implementing auth, hardening, or reviewing security-sensitive code.

Desenvolve aplicações Vue 3 seguindo arquitetura Feature-Sliced Design (FSD), implementando lazy loading, code splitting, e padrões de performance. Use quando desenvolvendo features, componentes, ou trabalhando com Vue 3 neste projeto.

Evidence-first ECC Tools burn and billing audit workflow. Use when investigating runaway PR creation, quota bypass, premium-model leakage, duplicate jobs, or GitHub App cost spikes in the ECC Tools repo.

Design product behavior and user experience with a product designer mindset. Use when shaping features, reviewing UX, improving flows, evaluating usability, clarifying copy, or making user-facing trade-off decisions.

azure-auth

Rosetta ad-hoc adaptive meta-workflow that constructs, tracks, reviews, and executes a tailored execution plan per user request. Use when no other specific workflow matches the request.

Run the validation pipeline and produce a short markdown report.

Performs a structured engineering code review focusing on design quality, coupling, performance (especially mobile), and maintainability. Use when the user asks to review code, 检查代码, 审阅代码, 代码评估, or analyze code design/quality.

Run Frontend/UI QA: Storybook coverage and visual checks, responsive behaviour, component consistency. Use when the user runs a full QA, /qa-frontend, or asks for frontend-only QA. Output structured findings in the QA report format.

Playwright E2E testing patterns, Page Object Model, configuration, CI/CD integration, artifact management, and flaky test strategies.

Autonomous PR creation from a worktree branch.

Regenerate the entire design system from a new brand color while preserving the project type. Updates .forge.json and shows what changed.

Implements Geoffrey Huntley's Ralph Wiggum autonomous iteration technique for managing LLM context. Use when working on long-running tasks, when context is getting polluted, or when you need autonomous development with deliberate context rotation. Treats LLM context like memory - rotates to fresh context before pollution builds up, with state persisting in files and git.

After coding changes, fully verify and test the remote site (findtorontoevents.ca) using Playwright and HTTP fallback—events load, no JS errors, key features present.

Generate responsive breakpoint tokens: sm through 2xl.

Run all linting, type checking, tests, Markdown lint, and documentation build for the project. Check for errors and warnings, then fix any problems found. Use when the user asks to run checks, verify the build, run CI locally, or fix lint/type/test errors.

Rebuild the semantic token mapping from your palette. Maps surface, text, border, accent, and feedback tokens to specific palette shades based on project type.

Guidance for `effect/Filter` focused on APIs like Fail, make, and Filter. Load after `effect-skill-router` when this module is the primary owner.

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*nd*You** (the lead) do the commits. Do not dispatch sub-agents to commit.

Create distinctive, production-grade frontend interfaces with high design quality. Use when building web components, pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI. Generates creative, polished code that avoids generic AI aesthetics.

Guidance for `effect/Console` focused on APIs like dir, log, and info. Load after `effect-skill-router` when this module is the primary owner.

Reviews code changes with findings-first output focused on correctness, security, regression risk, and test gaps. Use when reviewing diffs, commits, pull requests, or when the user asks for a code review.

Safe HTML templating patterns for Cloudflare Worker using Hono. Use when injecting dynamic content into HTML responses, generating meta tags, or rendering server-side HTML with user data.

When changing DB schema or permission dimensions, consider predefined roles and bucket_role / role-related code.

Explain how a file, folder, or feature works