io.github.openai/openai-agents-python/maintainer-review

Review a GitHub issue or pull request URL as an openai-agents-python maintainer, with a staged assessment of whether the claim is real, practically important, already solvable with supported functionality, correctly scoped, better served by another design, and worth maintainer and contributor effort. Use when assessing issue validity or severity, deciding whether an issue should be prioritized or closed, determining whether a requested feature represents an unmet need rather than a discoverability or usage gap, judging whether a PR is worth bringing to mergeable quality, comparing open PRs or alternative designs, separating code quality from repository readiness, or drafting a concise maintainer assessment. When closure, additional evidence, or code changes should be requested, also produce a polite, concise, complete, copy-paste-ready maintainer comment.

io.github.NousResearch/hermes-agent/claude-design

Design one-off HTML artifacts (landing, deck, prototype).

io.github.lobehub/lobehub/typescript

LobeHub TypeScript style and type-safety guide. Use when editing TS/TSX/MTS, fixing types, choosing interface vs type, avoiding any/object, import type, async flow, or ts-expect-error.

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.leookun/cursor-byok/cursor-debug-log

当需要调查 Cursor 本地模式 debug/log 证据时使用：config.yaml 的 log 热加载、history/<conversationId>/debug JSONL 文件、Bidi 原始/解码记录、RunSSE 记录、runtime/provider debug 记录、debug 文件缺失原因，或解释这些 debug 文件如何生成与如何查询。

io.github.leookun/cursor-byok/cursor-client-e2e-debugging

Use when debugging Cursor client agent/local-mode/tool/backend-store/provider-replay failures in this repo, especially after the state/context history-store refactor, when triaging installed app bundles read-only, correlating installed-client behavior with repo code, mapping a user-provided id to conversation/request/model-call evidence, replaying provider requests from debug logs, or locating the current client/backend/protocol/log files quickly.

io.github.leookun/cursor-byok/cursor-app-formatted

Use when extracting, formatting, refreshing, or investigating a read-only formatted snapshot of the installed Cursor.app bundle under .cursor-app-formatted; includes git-ignore rules, snapshot generation workflow, and the rule to inspect formatted code without patching either the snapshot code or the installed app.

io.github.affaan-m/ECC/react-native-patterns

React Native and Expo app patterns — Expo Router navigation, state separation (server/client/route/form), TanStack Query data fetching with Zod, performant lists, NativeWind/StyleSheet styling, native APIs, and secure storage. Use when building or editing React Native / Expo screens, components, navigation, or data layers.

io.github.affaan-m/ECC/backend-patterns

Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes.

io.github.affaan-m/ECC/security-review

Use this skill when adding authentication, handling user input, working with secrets, creating API endpoints, or implementing payment/sensitive features. Provides comprehensive security checklist and patterns.

io.github.affaan-m/ECC/code-tour

Create CodeTour `.tour` files — persona-targeted, step-by-step walkthroughs with real file and line anchors. Use for onboarding tours, architecture walkthroughs, PR tours, RCA tours, and structured "explain how this works" requests.

io.github.BuilderIO/agent-native/design-generation

Generate or refine complete interactive HTML prototypes in Design. Use when creating screens, variants, Alpine/Tailwind prototypes, tweaks, or visual refinements from a prompt or selected design.

io.github.BuilderIO/agent-native/design-exploration

Use Design for UI/UX exploration, side-by-side design directions, interactive prototype previews, user selection, iteration, and design-to-code handoff through the hosted Design MCP app.

io.github.JetBrains/intellij-community/testing-internals

Internals of tests.cmd execution flow, test discovery, and troubleshooting. Use when debugging test discovery issues or understanding the test runner.

io.github.JetBrains/intellij-community/testing-internals

Internals of tests.cmd execution flow, test discovery, and troubleshooting. Use when debugging test discovery issues or understanding the test runner.

io.github.microsoft/hve-core/prompt-refactor

Refactor existing prompt artifacts against explicit requirements through the full prompt-builder loop.

io.github.EpicenterHQ/epicenter/typescript

TypeScript project conventions: derived types, type placement, acronym casing, imports, generics, factories, and runtime schema patterns. Use when editing `.ts` files, defining exported types, reviewing type names, or organizing type tests.

io.github.dotnet/maui/review-test-failures

Classifies PR CI/test failures as likely PR-caused or unrelated, compares against base-branch baseline, and emits an overall merge-readiness verdict. Uses gathered GitHub/AzDO/Helix context and the shared MAUI CI facts.

io.github.nexu-io/open-design/frontend-slides

Create animation-rich, zero-dependency HTML presentations on a fixed 1920×1080 stage that scales to any viewport. Distinctive typography, committed palettes, choreographed reveals — no generic AI-slop aesthetics.

io.github.code-yeongyu/lazycodex/writing-design-plans

Use when you have a design brief or strategy and need to break implementation into reviewable chunks — creates step-by-step plans with verification criteria for each task

io.github.vudovn/ag-kit/frontend-architecture

How to organize frontend code — separation of concerns (UI / logic / data / type), file responsibility, state tiers, API services, schema validation, and framework conventions for React/Next and Vue. Structural rules, not visual design.

io.github.vudovn/ag-kit/design-spec

How to author a DESIGN.md file — the machine-readable design-token + human-rationale format that must exist before any UI is built. YAML front-matter token schema (colors, typography, spacing, rounded, components), type system, token references, and canonical section order.

io.github.vudovn/ag-kit/frontend-design

Anti-slop frontend design for web UI — landing pages, portfolios, marketing/product sites, and redesigns. Reads the brief, infers the right direction, and ships interfaces that don't look templated. Real design systems when applicable, audit-first on redesigns, strict pre-flight check. NOT for mobile apps.

io.github.modu-ai/moai-adk/moai-domain-backend

Backend development specialist covering API design, database integration, microservices architecture, and modern backend patterns. Use when designing APIs, implementing server logic, authentication, or authorization.