代码评审
自动化代码审查与分析
axiom-app-store-diag
CharlesWiltgen
Use when app is rejected by App Review, submission blocked, or appeal needed - systematic diagnosis from rejection message to fix with guideline-specific remediation patterns and appeal writing
axiom-energy-ref
CharlesWiltgen
Complete energy optimization API reference - Power Profiler workflows, timer/network/location/background APIs, iOS 26 BGContinuedProcessingTask, MetricKit monitoring, with all WWDC code examples
axiom-app-store-submission
CharlesWiltgen
Use when preparing ANY app for App Store submission - enforces pre-flight checklist, rejection prevention, privacy compliance, and metadata completeness to prevent common App Store rejections
axiom-background-processing-diag
CharlesWiltgen
Symptom-based background task troubleshooting - decision trees for 'task never runs', 'task terminates early', 'works in dev not prod', 'handler not called', with time-cost analysis for each diagnosis path
axiom-cloud-sync-diag
CharlesWiltgen
Use when debugging 'file not syncing', 'CloudKit error', 'sync conflict', 'iCloud upload failed', 'ubiquitous item error', 'data not appearing on other devices', 'CKError', 'quota exceeded' - systematic iCloud sync diagnostics for both CloudKit and iCloud Drive
axiom-camera-capture-diag
CharlesWiltgen
camera freezes, preview rotated wrong, capture slow, session interrupted, black preview, front camera mirrored, camera not starting, AVCaptureSession errors, startRunning blocks, phone call interrupts camera
github
HKUDS
"Interact with GitHub using the gh CLI. Use gh issue, gh pr, gh run, and gh api for issues, PRs, CI runs, and advanced queries."
update-docs
meta-pytorch
Update documentation across the repo after API changes. Finds stale references in docs, examples, docstrings, and fixes them.
aif-security-checklist
lee-to
Security audit checklist based on OWASP Top 10 and best practices. Covers authentication, injection, XSS, CSRF, secrets management, and more. Use when reviewing security, before deploy, asking "is this secure", "security check", "vulnerability".
aif-roadmap
lee-to
Create or update a project roadmap with major milestones. Generates .ai-factory/ROADMAP.md — a strategic checklist of high-level goals. Use when user says "roadmap", "project plan", "milestones", or "what to build next".
component-refactoring
langgenius
Refactor high-complexity React components in Dify frontend. Use when pnpm analyze-component --json shows complexity > 50 or lineCount > 300, when the user asks for code splitting, hook extraction, or complexity reduction, or when pnpm analyze-component warns to refactor before testing; avoid for simple/well-structured components, third-party wrappers, or when the user explicitly wants testing without refactoring.
agent-review
BasedHardware
"Agent Review workflows and best practices for catching bugs before merging. Use for reviewing agent-generated code and local changes."
pr-automation
BasedHardware
"Automate PR workflows. Use before creating PRs. Generates PR descriptions, validates PR requirements, checks for missing tests/docs, and links issues automatically."
browser-automation
BasedHardware
"Browser testing, design-to-code conversion, accessibility auditing, and visual debugging. Use for web development, testing, and design implementation."
higress-daily-report
alibaba
生成 Higress 项目每日报告，追踪 issue/PR 动态，沉淀问题处理经验，驱动社区问题闭环。用于生成日报、跟进 issue、记录解决方案。
higress-wasm-go-plugin
alibaba
Develop Higress WASM plugins using Go 1.24+. Use when creating, modifying, or debugging Higress gateway plugins for HTTP request/response processing, external service calls, Redis integration, or custom gateway logic.
a11y-debugging
ChromeDevTools
Uses Chrome DevTools MCP for accessibility (a11y) debugging and auditing based on web.dev guidelines. Use when testing semantic HTML, ARIA labels, focus states, keyboard navigation, tap targets, and color contrast.
release
manaflow-ai
"Prepare and ship a cmux release end-to-end: choose the next version, curate user-facing changelog entries, bump versions, open and monitor a release PR, merge, tag, and verify published artifacts. Use when asked to cut, prepare, publish, or tag a new release."
apollo-upgrade-migration
Dicklesworthstone
Plan and execute Apollo.io SDK upgrades. Use when upgrading Apollo API versions, migrating to new endpoints, or updating deprecated API usage. Trigger with phrases like "apollo upgrade", "apollo migration", "update apollo api", "apollo breaking changes", "apollo deprecation".
humanizer
zed-industries
Remove signs of AI-generated writing from text. Use after drafting to make copy sound more natural and human-written. Based on Wikipedia's "Signs of AI writing" guide.
brand-writer
zed-industries
Write clear, developer-first copy for Zed — leading with facts, grounded in craft.
apollo-deploy-integration
Dicklesworthstone
Deploy Apollo.io integrations to production. Use when deploying Apollo integrations, configuring production environments, or setting up deployment pipelines. Trigger with phrases like "deploy apollo", "apollo production deploy", "apollo deployment pipeline", "apollo to production".
clay-enterprise-rbac
Dicklesworthstone
Configure Clay enterprise SSO, role-based access control, and organization management. Use when implementing SSO integration, configuring role-based permissions, or setting up organization-level controls for Clay. Trigger with phrases like "clay SSO", "clay RBAC", "clay enterprise", "clay roles", "clay permissions", "clay SAML".
apollo-prod-checklist
Dicklesworthstone
Execute Apollo.io production deployment checklist. Use when preparing to deploy Apollo integrations to production, doing pre-launch verification, or auditing production readiness. Trigger with phrases like "apollo production checklist", "deploy apollo", "apollo go-live", "apollo production ready", "apollo launch checklist".