io.github.actualbudget/actual/running-vrts

Use whenever adding, updating, regenerating, running, or debugging visual regression tests (VRTs) / screenshot tests in the Actual Budget repo — including phrases like "add a VRT", "add a screenshot test", "update the snapshots", "regenerate the VRT screenshots", "the VRT is failing", "yarn vrt", "vrt:docker", or "/update-vrt", and any time a UI change needs screenshot coverage. VRT snapshots must be generated inside the Linux docker image (never on the host) and snapshot updates must be scoped to the changed test only — getting either wrong produces snapshots CI ignores or rewrites every screenshot in the repo.

io.github.thedotmack/claude-mem/cloud-sync

Set up or check claude-mem cloud sync with cmem.ai Pro. Use when the user says "set up cloud sync", "sync my memories", "cmem pro", "cloud backup", "sync status", or wants their memory database backed up or synced to their cmem.ai account.

io.github.QuantumNous/new-api/i18n-translate

Complete and maintain frontend i18n translations for this project. Covers finding missing translation keys, detecting untranslated entries, and adding translations for all supported locales (en, zh, zh-TW, fr, ja, ru, vi). Use for any task involving frontend locale files, missing translation keys, untranslated UI text, `t(...)` keys, `useTranslation()`, static i18n keys, button/label/ toast/dialog/placeholder/validation copy, or adding/fixing even a single i18n key. Use when review findings mention missing i18n, when new UI text needs translation, or when the user asks to add translations, fix i18n, or complete missing translations. Always load and follow this skill before translating, adding locale keys, or editing frontend i18n files.

io.github.meshery/meshery/quota-axi

Report local Claude, Codex, Cursor, GitHub Copilot, and Grok quota windows via the quota-axi CLI - remaining percentages, reset times, and provider status read from local auth sources, with no routing, recommendation, or provider mutation. Use before deciding whether it is safe to keep spending a provider's quota, when the user asks about usage, rate limits, or remaining quota, or when comparing local provider headroom.

io.github.pingdotgg/t3code/ios-debugger-agent

Build, launch, inspect, and drive iOS apps with the repository-configured XcodeBuildMCP server. Use on macOS for iOS Simulator builds, focused native test runs, semantic UI automation, screenshots, logs, or debugging, including T3 Code Mobile verification.

io.github.lfnovo/open-notebook/release

Orchestrate an Open Notebook release — changelog audit, risk-based A/B/C test matrix, Docker image gate (fresh + upgrade), fix loop via PRs, cut, publication with credits, retro. Use when preparing, testing, cutting or publishing a release.

io.github.github/awesome-copilot/markstream-install

Install and configure Markstream streaming Markdown renderers for Vue, React, Svelte, Angular, Nuxt, and Vue 2 applications. Use for package selection, minimal peer dependencies, CSS order, SSR boundaries, streaming mode, and renderer setup.

io.github.affaan-m/ECC/verification-loop

A comprehensive verification system for Claude Code sessions.

io.github.affaan-m/ECC/verification-loop

A comprehensive verification system for Claude Code sessions.

io.github.affaan-m/ECC/springboot-verification

Verification loop for Spring Boot projects: build, static analysis, tests with coverage, security scans, and diff review before release or PR.

io.github.affaan-m/ECC/mle-workflow

Production machine-learning engineering workflow for data contracts, reproducible training, model evaluation, deployment, monitoring, and rollback. Use when building, reviewing, or hardening ML systems beyond one-off notebooks.

io.github.affaan-m/ECC/laravel-verification

Verification loop for Laravel projects: env checks, linting, static analysis, tests with coverage, security scans, and deployment readiness.

io.github.affaan-m/ECC/laravel-verification

Verification loop for Laravel projects: env checks, linting, static analysis, tests with coverage, security scans, and deployment readiness.

io.github.affaan-m/ECC/django-verification

Verification loop for Django projects: migrations, linting, tests with coverage, security scans, and deployment readiness checks before release or PR.

io.github.affaan-m/ECC/browser-qa

Automate visual testing and UI interaction verification using browser automation after deployment.

io.github.affaan-m/ECC/loop-design-check

Design a goal-oriented agent loop, and review it for the ways loops go wrong — spinning and burning tokens, Goodhart-gaming the verifier, or running a wrong answer to completion. Two actions: (1) WRITE a loop — gate whether to build it, define a machine-decidable goal, pick the loop type, pick a skeleton; (2) REVIEW a loop — run it past five failure modes plus decidability, boundaries, fallback, judge independence, and keep-judgment-with-the-human red lines. Use when designing an autonomous agent loop, or when you already have one and worry it will spin, cheat, or run a wrong answer to the end. Complements the mechanism-layer loop skills (autonomous-loops, continuous-agent-loop) by covering the judgment layer they don't. 中文触发：写 loop、设计 loop、做一个 loop、检查 loop 对不对、loop 体检、loop 会不会跑飞、可判定目标、五个崩法、plan build judge。English triggers: design an agent loop, write a loop, check a loop, loop review, prevent a runaway loop, goal-oriented loop, decidable goal, plan/build/judge.

io.github.microsoft/ai-agents-for-beginners/testing-course-samples

Use when asked to validate, test, smoke-test, or run the course's notebook and code samples against a live Microsoft Foundry / Azure OpenAI configuration. Covers environment setup (.env, az login, packages), the scripts/validate-notebooks.ps1 runner, interpreting PASS/FAIL results, and which lessons need extra resources (Azure AI Search, GitHub MCP, Foundry Local, Playwright).

io.github.streamlit/streamlit/developing-with-streamlit

Use for ALL Streamlit tasks: creating, editing, debugging, beautifying, styling, theming, optimizing, or deploying Streamlit apps. Also custom components, st.components.v2, HTML/JS/CSS work. Discovers and loads version-matched reference docs from the user's installed Streamlit (>=1.57). Triggers: streamlit, st., dashboard, app.py, beautify, style, CSS, color, background, theme, button, widget styling, custom component, st.components, CCv2, session state, performance, cache, fragment, slow rerun, deploy.

io.github.lobehub/lobehub/agent-testing-bot

Bot-channel end-to-end verification for LobeHub — drives the real native chat apps (Discord / Slack / Telegram / WeChat / Lark / QQ / iMessage) via osascript or the iMessage bridge, on macOS. Extends the generic agent-testing skill for bot surfaces. Triggers on 'test bot', 'bot test', 'test in discord', 'test in telegram', 'test in slack', 'test in wechat', 'test in weixin', 'test in lark', 'test in feishu', 'test in qq'.

io.github.lobehub/lobehub/agent-testing

Agentic end-to-end testing for any project: backend verification via the project CLI, frontend verification via agent-browser (web), and desktop verification via CDP (Electron). Drives the real surface, captures visually confirmed evidence, and publishes a structured report to the LobeHub verify platform. Triggers on 'cli test', 'test with cli', 'verify with cli', 'backend test with cli', 'local test', 'test in electron', 'test desktop', 'manual test', 'test report', or any local end-to-end verification task.

io.github.vchelaru/Gum/refactoring-direction

Refactoring direction rules for Gum. Trigger when proposing or performing refactors that change how code is shaped — extracting helpers, choosing between static and instance, deciding where new logic should live. Applies to all Gum source projects.

io.github.tirth8205/code-review-graph/refactor-safely

Plan and execute safe refactoring using dependency analysis

io.github.medusajs/medusa/reviewing-prs

Reviews GitHub pull requests for the Medusa repository. Checks PR template compliance, contribution guidelines, code conventions, security, performance, and bugs. Emits a structured review decision (labels + review template) for a downstream deterministic step to apply. Use when a PR is opened or updated.

io.github.first-fluke/oh-my-agent/oma-mobile

Mobile specialist for Flutter, React Native, and Swift native iOS development. Use for mobile app, Flutter, Dart, React Native, Swift, SwiftUI, iOS, Android, Riverpod, swift-openapi-generator, and widget work.