The AI Agent developer's production toolkit. Everything you need to build, deploy, and scale AI agents — in one repo. Built by 灵犀 AI · Powered by OpenClaw
A curated, production-ready collection of tools, workflows, and skill templates for AI Agent developers. Stop reinventing the wheel — clone, configure, ship.
What you get:
- ⚡ Skill templates that plug straight into OpenClaw
- 🔄 Automation scripts (GitHub trending, daily reports, webhook pipelines)
- 🤖 Integrations (Discord, Telegram, n8n, webhooks)
- 🐳 Zero-config Docker deployments
- 📋 Proven prompt patterns for code review, architecture, planning
| Category | Contents | Count |
|---|---|---|
| Skills | OpenClaw-compatible agent skill templates | skills/ |
| Scripts | Python automation (GitHub trending, MCP, webhooks) | scripts/ |
| Security | Secret scanner, CVE audit, security reports | skills/security-auditor/ |
| Documentation | Auto-generate README, API docs, and changelogs from code | skills/docs-generator/ |
| Analytics Dashboard | GitHub stats, OpenClaw usage — live HTML dashboard | skills/analytics-dashboard/ |
| SEO Automation | sitemap.xml, robots.txt, OG tags, JSON-LD auto-gen | skills/seo-automation/ |
| A/B Testing | A/B test framework for n8n workflows and prompts | skills/ab-testing-workflow/ |
| Voice AI Automation | Whisper STT → LLM → TTS 语音 AI 自动化管道 | skills/voice-ai-automation/ |
| Scheduled Tasks | 跨平台定时任务调度（cron + n8n + 分布式锁） | skills/scheduled-task-automation/ |
| Email Automation | Gmail SMTP, drip campaigns, AI auto-reply | skills/email-automation/ |
| Social Media | Twitter/LinkedIn auto-post, content rewriting | skills/social-media-automation/ |
| Product Launch | AI-powered launch automation and checklist | skills/product-launch-assistant/ |
| Image Generation | DALL·E 3, Stable Diffusion, Flux — 自动配图 pipeline | skills/image-generation-automation/ |
| Video Automation | Runway, Kling, Pika — AI 视频生成 + 自动剪辑 + 字幕 + YouTube 发布 | skills/video-automation/ |
| MCP Server | Build MCP servers backed by n8n — any MCP-compatible AI can use your workflows as tools | integrations/mcp-server-automation/ |
| Prompt Versioning | Git-like version control for AI prompts — diff, rollback, A/B test, environment promotion | integrations/prompt-versioning-automation/ |
| Testing Automation | AI 生成 pytest/jest 测试用例 + coverage 跟踪 + CI 集成 | skills/testing-automation/ |
| Infrastructure as Code | AI 生成 Terraform / Pulumi / Ansible 配置文件 | skills/infrastructure-as-code/ |
| Customer Support | Ticket triage, auto-reply, escalation, FAQ resolver | skills/customer-support-automation/ |
| Performance | HTTP stress test, WebSocket benchmarks | skills/performance-testing-toolkit/ |
| GitHub Actions | AI-augmented PR review, auto-deploy, scheduled CI/CD | skills/github-actions-automation/ |
| Monitoring & Alerting | Prometheus + Grafana + AI anomaly detection + n8n alerts | skills/monitoring-alerting-automation/ |
| Notion Sync | Notion ↔ OpenClaw AI sync via n8n | integrations/notion-sync/ |
| Linear Automation | Linear project management + AI triage + Sprint planning | integrations/linear-automation/ |
| Fine-Tuning Automation | OpenAI/Axolotl/LLaMA-Factory 微调全流程 — 数据准备 → 训练 → 评估 → 部署 | skills/fine-tuning-automation/ |
| Event-Driven Architecture | Kafka / RabbitMQ / Redis Streams 事件驱动架构 + AI 事件流 | skills/event-driven-architecture/ |
| AI Model Router | 多模型智能路由 — OpenAI/Anthropic/Ollama 按成本/延迟自动选择最优模型 | skills/ai-model-router/ |
| Data Visualization | Plotly/D3.js — CSV/JSON → interactive charts & dashboards | skills/data-visualization-automation/ |
| AI Code Refactoring | AI refactor Python/JS/TS — type hints, async/await, DRY | skills/ai-code-refactoring/ |
| Logging Automation | 日志采集 + AI 异常检测 + 告警路由（Filebeat/Loki/Grafana/n8n） | skills/logging-automation/ |
| LLM Ops Automation | 统一 LLM 网关 + Token 成本追踪 + Prompt A/B 测试 + 预算告警 | skills/llm-ops-automation/ |
| Resilience Patterns | 熔断器 / 重试策略 / 滑动窗口限流 / 优雅降级 | skills/resilience-patterns/ |
| Video Processing | FFmpeg AI processing — auto-captions, vertical crop, multi-platform output | skills/video-processing-automation/ |
| Database Migration | AI SQL migration — schema diff, zero-downtime, rollback, data校验 | skills/database-migration-automation/ |
| Sentiment Analysis | Real-time sentiment analysis — multi-language, topic extraction, urgency alerts | skills/sentiment-analysis-automation/ |
| Blockchain Automation | On-chain monitoring, wallet tracking, smart contract events, multi-chain alerts | skills/blockchain-automation/ |
| Workflow Orchestration | Multi-step AI pipelines, retry logic, dead-letter queues, fan-out/fan-in patterns | skills/workflow-orchestration/ |
| Browser Automation | Playwright + AI — scrape, screenshot, form fill, multi-step web workflows | skills/browser-automation/ |
| Integrations | Discord Bot, Telegram Bot, Slack Bot, WhatsApp Bot, Voice AI, Scheduled Tasks, Data Viz, AI Refactor, Fine-Tuning, Event-Driven, GraphQL, Document Intelligence, Code Review, Blockchain, Workflow Orchestration, Browser Automation | integrations/ |
| Product Recommendation | Hybrid CF + content + A/B testing — FastAPI serving, CTR/conversion tracking | skills/product-recommendation-automation/ |
| Database Sharding | AI shard strategy planner — range/hash/directory, zero-downtime migration, SLO gates | skills/database-sharding-automation/ |
| AI Interview Automation | Resume screening + coding challenges + live code evaluation + candidate scoring | skills/ai-interview-automation/ |
| Docker | Docker Compose for instant deployment | docker/ |
| Prompts | Battle-tested prompt patterns | prompts/ |
| GitHub Actions | Daily reports, CI/CD, GitHub Pages deploy | .github/workflows/ |
| Skill | Description |
|---|---|
| skill-builder | Create AI Agent skills from scratch — SKILL.md + scripts + packaging |
| coding-tutor | Learn Python, JavaScript, React — with exercises and projects |
| n8n-workflow-builder | Design and debug n8n workflows — AI-powered automation |
| career-roadmap | Programmer growth path — from junior to architect |
| agent-skills-kit | Agent skills development framework — tools, templates, best practices |
| self-hosted-ai | Deploy Ollama, n8n, Open WebUI — full local AI stack |
| agent-memory | Long-term memory for AI agents |
| test-master | Automated testing patterns for AI agent outputs |
| cloudflare-workers-ai | Deploy AI inference on Cloudflare Workers AI globally |
| email-automation | AI auto-reply, drip campaigns, Gmail/SMTP via n8n |
| social-media-automation | Auto-post Twitter/LinkedIn, content repurposing, AI threads |
| github-trending-monitor | Track GitHub trending in real time |
| agent-health-monitor | Monitor agent health and uptime |
| content-promoter | AI-powered social media content generation & scheduling |
| product-launch-assistant | End-to-end AI product launch automation — landing page, social posts, email templates |
| performance-testing-toolkit | HTTP/WebSocket/API stress testing + benchmarks |
| security-auditor | Secret scanning, CVE detection, API security audit |
| customer-support-automation | AI-powered ticket triage, auto-reply, FAQ resolution |
| analytics-dashboard | HTML analytics dashboard — GitHub stats, OpenClaw usage, ZeroGPU savings |
| ab-testing-workflow | A/B test framework for n8n workflows and OpenClaw prompts |
| seo-automation | GitHub Pages SEO — sitemap, robots.txt, OG tags, JSON-LD |
| data-visualization-automation | Auto-generate charts & dashboards — Plotly, D3.js, CSV/JSON → HTML |
| ai-code-refactoring | AI-powered code refactoring — Python/JS/TS, before/after diffs, quality checks |
| graphql-api-automation | AI GraphQL API design — schema generation, Apollo Server, Federation, n8n pipeline |
| ai-document-intelligence | LLM-powered document extraction — PDFs, contracts, invoices, OCR pipeline |
| code-review-automation | AI PR code review — security, bugs, performance, automated GitHub comments |
| video-processing-automation | FFmpeg + Whisper AI video processing — auto-captions, vertical crop, compression |
| database-migration-automation | AI SQL migration generator — schema diff, zero-downtime, rollback, data integrity |
| sentiment-analysis-automation | Real-time sentiment analysis — multi-language, topic extraction, urgency alerting |
| blockchain-automation | On-chain monitoring, wallet tracking, smart contract events, multi-chain alerts |
| workflow-orchestration | Multi-step AI pipelines, retry logic, dead-letter queues, AI routing decisions |
| browser-automation | Playwright + AI browser automation — scrape, screenshot, form fill, web workflows |
| incident-response-automation | AI incident triage, PagerDuty integration, war-room summarizer, auto post-mortem |
| compliance-automation | GDPR, SOC 2, HIPAA, PCI-DSS compliance — evidence collection, gap analysis, audit reports |
| translation-automation | AI multilingual translation — DeepL, quality scoring, terminology lock, batch processing |
| a11y-automation | WCAG accessibility testing — axe-core, Lighthouse, AI fix suggestions, CI enforcement |
| feature-flag-automation | LaunchDarkly/Unleash flag management — gradual rollouts, A/B targeting, AI recommendations |
| agent-memory-automation | 长期记忆管理 — ChromaDB/pgvector 向量存储、语义召回、会话摘要、遗忘策略 |
| cross-platform-notification | Email/Slack/Discord/Telegram/SMS 统一告警路由 + 升级策略 + 智能聚合 |
| supabase-automation | Supabase 后端 — Auth/Realtime/Storage/Edge Functions + PostgreSQL/pgvector 自动化 |
| prompt-engineering-automation | Prompt 版本控制、A/B 测试、Chain-of-Thought 模板、热词注入、Token 成本分析 |
| distributed-job-queue | Redis 分布式任务队列 — 延迟任务、优先级路由、死信队列、SLA 监控 |
| code-search-automation | AI 语义代码搜索 — 自然语言查代码库、上下文注入、多语言支持 |
| ai-test-generator-automation | AI 自动生成测试用例 — pytest/Jest/Playwright、覆盖率分析、变异测试 |
| code-migration-automation | 代码迁移自动化 — 10+ 迁移路径、分阶段部署、回滚计划、SLO 门控 |
| agent-observability-automation | Agent 可观测性 — 链路追踪、成本追踪、SLO 仪表盘、Prometheus + Grafana |
| api-gateway-automation | Kong/Traefik API 网关 — JWT 验证、限流、熔断路由、灰度发布 |
| ai-workflow-debugger | AI 工作流调试 — 执行轨迹分析、根因定位、断点推荐、修复建议 |
| multi-tenant-saas-automation | 多租户 SaaS — Stripe 订阅、用量计费、Schema 隔离、White-label |
| oncall-rotation-automation | 值守轮班自动化 — PagerDuty 排班、升级链路、AI 交接摘要 |
| contract-review-automation | AI 合同审查 — 条款提取、风险评分、红线对比、批量审查 |
| ci-cd-analytics-automation | CI/CD 流水线分析 — DORA 指标、Flaky Test 检测、构建优化建议 |
| intelligent-routing-automation | AI 智能路由 — 意图分类、负载均衡、成本感知分发、优雅降级 |
| quality-gate-automation | AI 质量门禁 — Semgrep/Gitleaks 扫描 + GPT-4 审查 + PR 合并管控 |
| ai-playbook-generator | AI 运营剧本生成器 — SOP 自动生成 + n8n 工作流导出 + Notion 同步 |
| ai-security-pentest-automation | AI 渗透测试 — OWASP Top 10 + CVSS 评分 + 自动报告生成 |
| multi-agent-orchestration-automation | 多 Agent 编排 — 任务分解 + 调度 + 结果聚合 + 容错重试 |
| data-pipeline-automation | 数据管道自动化 — ETL + 实时流处理 + Schema 管理 + 数据质量监控 |
| Skill | Description | Category |
|---|---|---|
| customer-journey-analytics-automation | 用户旅程分析 — 漏斗追踪、用户分群、流失预测、RFM 模型、路径归因 | 📊 Analytics |
| load-testing-automation | 分布式压测 — k6 + Kubernetes 扩缩容、瓶颈定位、性能回归检测、CI/CD 门禁 | ⚡ Performance |
| ai-search-engine-automation | AI 语义搜索 — 混合 BM25+向量检索、Cross-Encoder 重排、GPT-4 摘要、NDCG@K 监控 | 🔍 Search |
| Skill | Description | Category |
|---|---|---|
| ai-avatar-animation-automation | AI 数字人动画 — D-ID/HeyGen/Synthesia 文本转视频 | 🎬 Media |
| automated-release-notes | 自动生成 Release Notes — Git commits → Semantic Versioning | 📦 DevOps |
| ai-image-manipulation-automation | AI 图片处理 — Replicate/Adobe Firefly 风格迁移/扩图/OCR | 🖼️ Media |
| kubernetes-deployment-automation | K8s 部署自动化 — Helm/HPA/金丝雀/蓝绿发布 | ☸️ Infra |
| backup-disaster-recovery-automation | 备份灾备 — Restic 增量备份 + S3 跨区域复制 + 恢复演练 | 🔒 Reliability |
| ai-code-review-advanced | AI 进阶代码审查 — 安全/性能/架构三重扫描 + 修复代码 | 🔍 Quality |
| contextual-ai-assistant | 上下文感知 AI — 记忆持久化 + 偏好学习 + 动态工具选择 | 🧠 Memory |
| Skill | Description | Category |
|---|---|---|
| multimodal-rag-pipeline | 多模态 RAG — 文本+图片+音频 混合向量检索，Cross-Encoder 重排，RRF 融合 | 🔍 RAG |
| ai-code-interpreter-automation | AI 代码解释器 — Docker 沙箱执行、多语言支持、持久化会话、文件生成 | 💻 DevTools |
| ai-music-generation-automation | AI 音乐生成 — Udio/Suno/MusicGen，风格预设，自动混音，多格式输出 | 🎵 Media |
# Clone the repo
git clone https://github.com/nima54851/agent-studio.git
cd agent-studio
# Run GitHub Trending tracker
python3 scripts/github_trending.py
# Use a skill with OpenClaw
# Just copy skills/<name> to your OpenClaw skills directoryGitHub API → Filter AI/ML repos → AI summarize → REPORT.md → GitHub Pages
Runs daily via GitHub Actions · See workflow
产品定义 → 发布材料包 → n8n 自动化 → Twitter/Email/社区 发布 → 数据追踪复盘
Script + Skill + Checklist · See skill · See checklist
@mention in Slack → n8n route by intent → AI Agent process → Slack reply
Multi-agent routing built-in · See integration
Notion Database → n8n → OpenClaw AI → Analysis → Notion Update
AI-powered tagging, priority scoring, auto-reply · See integration
Repo → SEO generator → sitemap.xml + robots.txt + OG tags → GitHub Pages
Automated SEO maintenance · See skill
Variant A workflow ←→ Variant B workflow → Stats → Winner
Statistical significance testing · See skill
Pull Request → Webhook trigger → AI code review → Post comment
Automate code review on any repo · See skill
cd docker
cp .env.example .env
# Edit .env with your API keys
docker compose up -dSupported: n8n · Discord Bot · Telegram Bot · Webhook listeners
| GitHub Pages | https://nima54851.github.io/agent-studio |
| Product Page | https://nima54851.github.io/agent-studio/product.html |
Want a production AI agent automation system up and running today?
| Product | Description | Price |
|---|---|---|
| AI 社交媒体自动运营系统 | n8n workflow — 自动抓 GitHub Trending / AI 评论 / Star / 报告推送 | ¥99（一次性） |
| 含入门版（免费） | 基础 GitHub Trending + Webhook推送 | ¥0 |
| 含企业版 | 私有部署 + 定制 + 无限使用 | ¥399（一次性） |
Free version: https://github.com/nima54851/agent-studio/tree/main/products/github-agent-automation
| Regular Template Repo | agent-studio |
|---|---|
| Readme only, no tools | Full working scripts |
| Theoretical examples | Production-ready pipelines |
| One framework | Multi-framework (OpenClaw, n8n, LangChain…) |
| No automation | GitHub Actions CI/CD built-in |
| Static docs | Live GitHub Pages demos |
Contributions welcome! Here's how:
- Add a skill — See
skills/skill-builderfor the format - Share a workflow — Add to
integrations/ - Improve docs — PRs on README and docs/ are always open
- Star & share — It helps more than you think 🙏
MIT · Use it, modify it, sell it (just keep the credit).
Built with 灵犀 AI · Open an Issue · Submit a PR
| Skill | Description | Status |
|---|---|---|
| api-gateway-automation | Kong/Traefik API 网关 — JWT 验证、Redis 限流、熔断、Slack 告警 | ✅ n8n |
| ai-workflow-debugger | AI 工作流调试 — 执行轨迹分析、根因定位、断点推荐、修复建议生成 | ✅ n8n |
| multi-tenant-saas-automation | 多租户 SaaS — Stripe 订阅、Metered Billing、Schema 隔离、Onboarding | ✅ n8n |
| oncall-rotation-automation | 值守轮班 — PagerDuty 排班、升级链路、AI 交接摘要、Google Calendar | ✅ n8n |
| contract-review-automation | AI 合同审查 — 条款提取、风险评分 0-100、红线对比、Google Drive 归档 | ✅ n8n |
| ci-cd-analytics-automation | CI/CD 流水线分析 — DORA 指标追踪、Flaky Test 自动建 Issue、优化建议 | ✅ n8n |
| Skill | Description | Status |
|---|---|---|
| mobile-app-automation | iOS Fastlane + Android Gradle + React Native/Flutter CI/CD + App Store 自动部署 | ✅ n8n |
| budget-management-automation | AI 财务预算 — 支出追踪、预测、异常告警、多币种、Slack 告警 | ✅ n8n |
| ai-content-moderation | AI 内容审核 — 毒性检测、NSFW 过滤、政策执行、合规审计 | ✅ n8n |
| ai-test-generator-automation | Auto-generate unit/integration/E2E tests from code with AI — pytest, Jest, Playwright | ✅ n8n | | code-migration-automation | Framework upgrades, language migrations, library replacements with staged rollout | ✅ n8n | | agent-observability-automation | Traces, metrics, cost tracking, SLO dashboards for AI agents | ✅ n8n |
| 技能 | 描述 |
|---|---|
multi-agent-collaboration-automation |
多智能体协作（Supervisor/Debate/Voting 模式） |
ai-code-repair-automation |
AI 自动代码修复（静态分析 → LLM → 自动 PR） |
更多技能见 skills/ 目录