Recursive error-fix loop that turns every bash/test/build failure into persistent harness improvement. Protocol: detect → root-cause → minimal fix → test → lint/typecheck → persist rule (SKILL.md / AGENTS.md / docs/rules) → generate fix-prompt artifact (senior-prompt-engineer format) → audit with evidence. Cross-harness hooks (Claude Code PostToolUse + OpenCode tool.execute.after) inject the loop automatically when a build/test error pattern is matched.
Based on adoption, maintenance, documentation, and repository signals. Not a security audit or endorsement.
Uses power tools
Uses Bash, Write, or Edit tools
Build, Launch, and Scale with AI-Native Architecture.
Lemon AI Hub is a centralized and optimized repository to manage AI Skills and Plugins across different local agents (Claude Code, Codex, OpenCode, Agy). It is the technical foundation of the Lemon.dev ecosystem, designed by Anderson Lima to help founders and developers bridge the gap between AI-generated code and production-ready products.
This project is based on and inspired by Peter Steinberger's pattern (steipete/agent-scripts), but structured with a focus on .claude and shared with other providers via transparent symbolic links.
The best code is invisible—it works, scales, and converts. Lemon AI Hub embodies this by providing:
This repository ships a marketplace manifest (.claude-plugin/marketplace.json) so you can install its plugins directly inside Claude Code.
Inside a Claude Code session, run the slash command:
/plugin marketplace add Andersonlimahw/lemon-ai-hub
Open the interactive installer, or install a plugin by name using the plugin@marketplace syntax:
/plugin # browse the catalog UI
/plugin install spotify-squad@lemon-ai-hub
/plugin install agentic-value-loops@lemon-ai-hub
| Plugin | Description |
|---|---|
a11y-audit | WCAG 2.1 AA/AAA accessibility audit for web components, pages, and apps. Detects contrast failures, missing ARIA labels, keyboard trap issues, focus order problems, and screen-reader gotchas. Use when user wants to audit accessibility, fix a11y warnings, prepare for compliance review, or validate UI against WCAG standards. |
a11y-guardian | Accessibility guardian plugin. Continuous WCAG 2.1 AA/AAA compliance monitoring for web projects. Integrates static analysis of React/Vue/HTML components, contrast ratio checks, ARIA validation, keyboard navigation audit, and generates actionable HTML reports. Pairs with a11y-audit skill. |
agent-sdk-dev | A comprehensive plugin for creating and verifying Agent SDK applications in Python and TypeScript. |
agentic-value-loops | Agentic Value Loops plugin — Continuous improvement engine that ships verified increments with constant quality. Includes loops for Feature Development, Maintenance & Security, Documentation Sync, and AI Tuning. |
ai-workspace-orchestrator | Project and workspace AI setup orchestrator. Builds AGENTS.md/CLAUDE.md contracts, optional global or project skills, Spotify Squad-style agent/subagent topology, and adversarial setup review for single apps, monorepos, and multi-domain workspaces. |
api-test-loop | API Test Loop plugin — Automated REST API validation loop. Executes HTTP requests via CURL, logs findings for REST best practices (method, input/output format, security, performance, docs), and implements backend fixes. |
app-store-connect-api | Apple Store Connect API Expert Agent and Skills. Provides comprehensive tools and knowledge for interacting with the App Store Connect API, covering domains like TestFlight, In-app purchases, Subscriptions, App management, and Provisioning. |
apple-store-release-agent | AI release agent for the Apple App Store. Audits Expo/React Native iOS builds, App Store metadata, App Privacy readiness, TestFlight, RevenueCat/IAP, Firebase, i18n parity, screenshots, and review notes, then emits a GO/GO_WITH_WARNINGS/NO_GO decision with full risk + privacy + IAP reports. Never submits to App Review or alters the store without explicit human approval. Generic core with presets for Expo/RN/Firebase/RevenueCat apps. |
async-advisor | Async and concurrency static analysis plugin. Scans TypeScript/JavaScript codebases for race conditions, unbounded Promise.all, missing AbortController, swallowed rejections, and N+1 async patterns. Runs as a pre-commit hook or CI check and provides inline fix suggestions. |
async-patterns | Async and concurrency pattern advisor for JavaScript/TypeScript, Python, Go, and Rust. Identifies race conditions, missing error handling in promise chains, N+1 async anti-patterns, unbounded parallelism, and missing cancellation. Recommends correct patterns: Promise.all, p-limit, AbortController, AsyncLocalStorage, worker threads. Use when async code has bugs, timeouts, or memory leaks. |
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Sign in to claimnpx claudepluginhub andersonlimahw/lemon-ai-hub --plugin error-fixer-loopIncident response runbooks, on-call workflows, and postmortem templates. Generates severity-tiered runbooks, communication templates, timeline reconstruction, and blameless postmortem docs. Use when user is in an incident, doing on-call prep, writing a postmortem, or building incident response playbooks.
Load testing setup, execution, and analysis with k6, Artillery, or Locust. Generates test scripts, defines VU ramp-up scenarios, interprets p99 latency and error rate results, and suggests infrastructure fixes. Use when user wants to load test an API, check throughput limits, validate SLO headroom, or diagnose performance under traffic.
Database index optimization advisor for PostgreSQL, MySQL, and SQLite. Analyzes slow queries, missing indexes, unused indexes, and over-indexed tables. Generates CREATE INDEX statements with EXPLAIN ANALYZE estimates. Use when queries are slow, p99 DB latency spikes, or when reviewing a new schema.
AI release agent for Google Play Store: audits Android/Expo/React Native/Firebase/RevenueCat before submission. Validates build readiness (app.json, eas.json, AAB, versionCode), Play Console metadata, Data Safety Form, Android permissions, RevenueCat/IAP, i18n parity (PT/EN/ES), policy-risk copy, internal/closed testing and staged rollout. Generates reports + GO/NO-GO checklist. Never publishes or rolls out without explicit human approval. Use when preparing an Android app for Google Play, auditing a submission, generating release notes, validating Data Safety or permissions, or running a release go/no-go.
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Automatically routes tasks to the optimal AI agent, model, or provider based on complexity, cost, and capability. Use when implementing features, fixing bugs, or any multi-step development work. Triggers on "implement", "build", "create", "fix", "add feature", "develop", or when the user asks to do any coding task.
YES.md — PUA says NO, YES says YES. 6-layer AI governance: format → trigger → hooks → anti-slack → gates → memory. Makes AI do things RIGHT with encouragement, not pressure. Available in English, 中文, 日本語.
Editorial "AAS Accessibility & Inclusive UX" bundle for Claude Code from Agentic Awesome Skills.
AI code review catches structural issues — null derefs, leaks, races — about 65% of real defects. The other 35% are intent violations: bugs only catchable when you know what the code is supposed to do. Quality Playbook derives behavioral requirements from your codebase AND your docs (specs, issues, chat history), then drives a six-phase review against them. Finds the bugs that look right but aren't.
Systematic testing through mental execution - trace code, skills, commands, and configs line-by-line with concrete values to find bugs, missing logic, edge cases, and AI hallucinations
A configurable linter for agent skills, plugins, and AI coding assistant context