[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"project-1660":3},{"id":4,"name":5,"fullName":6,"owner":7,"repo":5,"description":8,"homepage":9,"htmlUrl":10,"language":11,"languages":10,"totalLinesOfCode":10,"stars":12,"forks":13,"watchers":14,"openIssues":15,"contributorsCount":16,"subscribersCount":16,"size":16,"stars1d":17,"stars7d":18,"stars30d":19,"stars90d":16,"forks30d":16,"starsTrendScore":20,"compositeScore":21,"rankGlobal":10,"rankLanguage":10,"license":22,"archived":23,"fork":23,"defaultBranch":24,"hasWiki":25,"hasPages":23,"topics":26,"createdAt":10,"pushedAt":10,"updatedAt":46,"readmeContent":47,"aiSummary":48,"trendingCount":16,"starSnapshotCount":16,"syncStatus":49,"lastSyncTime":50,"discoverSource":51},1660,"agents","wshobson\u002Fagents","wshobson","Multi-harness agentic plugin marketplace for Claude Code, Codex CLI, Cursor, OpenCode, and Gemini CLI","https:\u002F\u002Fsethhobson.com",null,"Python",36631,3968,312,5,0,27,284,1408,168,45,"MIT License",false,"main",true,[5,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45],"anthropic","anthropic-claude","automation","claude","claude-code","claude-code-cli","claude-code-commands","claude-code-plugin","claude-code-plugins","claude-code-skills","claude-code-subagents","claude-skills","claudecode","claudecode-config","claudecode-subagents","orchestration","sub-agents","subagents","workflows","2026-06-12 02:00:31","# Claude Code Plugins: Orchestration and Automation\n\n> **⚡ Updated for Opus 4.7, Sonnet 4.6 & Haiku 4.5** — Three-tier model strategy for optimal performance\n\n[![Run in Smithery](https:\u002F\u002Fsmithery.ai\u002Fbadge\u002Fskills\u002Fwshobson)](https:\u002F\u002Fsmithery.ai\u002Fskills?ns=wshobson&utm_source=github&utm_medium=badge)\n\n> **🎯 Agent Skills Enabled** — 153 specialized skills extend Claude's capabilities across plugins with progressive disclosure\n\nA comprehensive production-ready system combining **185 specialized AI agents**, **16 multi-agent workflow orchestrators**, **153 agent skills**, and **100 commands** organized into **80 focused, single-purpose plugins** for [Claude Code](https:\u002F\u002Fdocs.claude.com\u002Fen\u002Fdocs\u002Fclaude-code\u002Foverview).\n\n## Overview\n\nThis unified repository provides everything needed for intelligent automation and multi-agent orchestration across modern software development:\n\n- **80 Focused Plugins** - Granular, single-purpose plugins optimized for minimal token usage and composability\n- **185 Specialized Agents** - Domain experts with deep knowledge across architecture, languages, infrastructure, quality, data\u002FAI, documentation, business operations, and SEO\n- **153 Agent Skills** - Modular knowledge packages with progressive disclosure for specialized expertise\n- **16 Workflow Orchestrators** - Multi-agent coordination systems for complex operations like full-stack development, security hardening, ML pipelines, and incident response\n- **100 Commands** - Optimized utilities including project scaffolding, security scanning, test automation, and infrastructure setup\n\n### Key Features\n\n- **Granular Plugin Architecture**: 80 focused plugins optimized for minimal token usage\n- **Comprehensive Tooling**: 100 commands including test generation, scaffolding, and security scanning\n- **100% Agent Coverage**: All plugins include specialized agents\n- **Agent Skills**: 153 specialized skills following for progressive disclosure and token efficiency\n- **Clear Organization**: 25 categories with 1-10 plugins each for easy discovery\n- **Efficient Design**: Average 3.6 components per plugin (follows Anthropic's 2-8 pattern)\n\n### How It Works\n\nEach plugin is completely isolated with its own agents, commands, and skills:\n\n- **Install only what you need** - Each plugin loads only its specific agents, commands, and skills\n- **Minimal token usage** - No unnecessary resources loaded into context\n- **Mix and match** - Compose multiple plugins for complex workflows\n- **Clear boundaries** - Each plugin has a single, focused purpose\n- **Progressive disclosure** - Skills load knowledge only when activated\n\n**Example**: Installing `python-development` loads 3 Python agents, 1 scaffolding tool, and makes 16 skills available (~1000 tokens), not the entire marketplace.\n\n## Quick Start\n\n### Step 1: Add the Marketplace\n\nAdd this marketplace to Claude Code:\n\n```bash\n\u002Fplugin marketplace add wshobson\u002Fagents\n```\n\nThis makes all 80 plugins available for installation, but **does not load any agents or tools** into your context.\n\n### Step 2: Install Plugins\n\nBrowse available plugins:\n\n```bash\n\u002Fplugin\n```\n\nInstall the plugins you need:\n\n```bash\n# Essential development plugins\n\u002Fplugin install python-development          # Python with 16 specialized skills\n\u002Fplugin install javascript-typescript       # JS\u002FTS with 4 specialized skills\n\u002Fplugin install backend-development         # Backend APIs with 3 architecture skills\n\n# Infrastructure & operations\n\u002Fplugin install kubernetes-operations       # K8s with 4 deployment skills\n\u002Fplugin install cloud-infrastructure        # AWS\u002FAzure\u002FGCP with 4 cloud skills\n\n# Security & quality\n\u002Fplugin install security-scanning           # SAST with security skill\n\u002Fplugin install comprehensive-review       # Multi-perspective code analysis\n\n# Full-stack orchestration\n\u002Fplugin install full-stack-orchestration   # Multi-agent workflows\n```\n\nEach installed plugin loads **only its specific agents, commands, and skills** into Claude's context.\n\n### Plugins vs Agents\n\nYou install **plugins**, which bundle agents:\n\n| Plugin                  | Agents                                            |\n| ----------------------- | ------------------------------------------------- |\n| `comprehensive-review`  | architect-review, code-reviewer, security-auditor |\n| `javascript-typescript` | javascript-pro, typescript-pro                    |\n| `python-development`    | python-pro, django-pro, fastapi-pro               |\n| `blockchain-web3`       | blockchain-developer                              |\n\n```bash\n# ❌ Wrong - can't install agents directly\n\u002Fplugin install typescript-pro\n\n# ✅ Right - install the plugin\n\u002Fplugin install javascript-typescript@claude-code-workflows\n```\n\n### Troubleshooting\n\n**\"Plugin not found\"** → Use plugin names, not agent names. Add `@claude-code-workflows` suffix.\n\n**Plugins not loading** → Clear cache and reinstall:\n\n```bash\nrm -rf ~\u002F.claude\u002Fplugins\u002Fcache\u002Fclaude-code-workflows && rm ~\u002F.claude\u002Fplugins\u002Finstalled_plugins.json\n```\n\n## Documentation\n\n### Core Guides\n\n- **[Plugin Reference](docs\u002Fplugins.md)** - Complete catalog of all 80 plugins\n- **[Agent Reference](docs\u002Fagents.md)** - All 185 agents organized by category\n- **[Agent Skills](docs\u002Fagent-skills.md)** - 153 specialized skills with progressive disclosure\n- **[Usage Guide](docs\u002Fusage.md)** - Commands, workflows, and best practices\n- **[Architecture](docs\u002Farchitecture.md)** - Design principles and patterns\n- **[PluginEval](docs\u002Fplugin-eval.md)** - Quality evaluation framework (layers, dimensions, scoring)\n\n### Quick Links\n\n- [Installation](#quick-start) - Get started in 2 steps\n- [Essential Plugins](docs\u002Fplugins.md#quick-start---essential-plugins) - Top plugins for immediate productivity\n- [Command Reference](docs\u002Fusage.md#command-reference-by-category) - All slash commands organized by category\n- [Multi-Agent Workflows](docs\u002Fusage.md#multi-agent-workflow-examples) - Pre-configured orchestration examples\n- [Model Configuration](docs\u002Fagents.md#model-configuration) - Haiku\u002FSonnet hybrid orchestration\n\n## What's New\n\n### PluginEval — Quality Evaluation Framework (NEW)\n\nA three-layer evaluation framework for measuring and certifying plugin\u002Fskill quality:\n\n```bash\n\u002Fplugin install plugin-eval@claude-code-workflows\n```\n\n- **Three Evaluation Layers** — Static analysis (instant), LLM judge (semantic), Monte Carlo simulation (statistical)\n- **10 Quality Dimensions** — Triggering accuracy, orchestration fitness, output quality, scope calibration, progressive disclosure, token efficiency, robustness, structural completeness, code template quality, ecosystem coherence\n- **Quality Badges** — Platinum (★★★★★), Gold (★★★★), Silver (★★★), Bronze (★★)\n- **Anti-Pattern Detection** — OVER_CONSTRAINED, EMPTY_DESCRIPTION, MISSING_TRIGGER, BLOATED_SKILL, ORPHAN_REFERENCE, DEAD_CROSS_REF\n- **Statistical Rigor** — Wilson score CI, bootstrap CI, Clopper-Pearson exact CI, Elo ranking\n- **CLI + Claude Code** — `uv run plugin-eval score\u002Fcertify\u002Fcompare` or `\u002Feval`, `\u002Fcertify`, `\u002Fcompare` commands\n- **CI Gate** — `--threshold` flag exits non-zero below a minimum score\n\n```bash\n# Quick evaluation (static only, instant)\nuv run plugin-eval score path\u002Fto\u002Fskill --depth quick\n\n# Standard evaluation (static + LLM judge)\nuv run plugin-eval score path\u002Fto\u002Fskill --depth standard\n\n# Full certification (all layers + Elo)\nuv run plugin-eval certify path\u002Fto\u002Fskill\n```\n\n[→ View PluginEval documentation](docs\u002Fplugin-eval.md)\n\n### Agent Teams Plugin\n\nOrchestrate multi-agent teams for parallel workflows using Claude Code's experimental Agent Teams feature:\n\n```bash\n\u002Fplugin install agent-teams@claude-code-workflows\n```\n\n- **7 Team Presets** — `review`, `debug`, `feature`, `fullstack`, `research`, `security`, `migration`\n- **Parallel Code Review** — `\u002Fteam-review src\u002F --reviewers security,performance,architecture`\n- **Hypothesis-Driven Debugging** — `\u002Fteam-debug \"API returns 500\" --hypotheses 3`\n- **Parallel Feature Development** — `\u002Fteam-feature \"Add OAuth2 auth\" --plan-first`\n- **Research Teams** — Parallel investigation across codebase and web sources\n- **Security Audits** — 4 reviewers covering OWASP, auth, dependencies, and secrets\n- **Migration Support** — Coordinated migration with parallel streams and correctness verification\n\nIncludes 4 specialized agents, 7 commands, and 6 skills with reference documentation.\n\n[→ View agent-teams documentation](plugins\u002Fagent-teams\u002FREADME.md)\n\n### Conductor Plugin — Context-Driven Development\n\nTransforms Claude Code into a project management tool with a structured **Context → Spec & Plan → Implement** workflow:\n\n```bash\n\u002Fplugin install conductor@claude-code-workflows\n```\n\n- **Interactive Setup** — `\u002Fconductor:setup` creates product vision, tech stack, workflow rules, and style guides\n- **Track-Based Development** — `\u002Fconductor:new-track` generates specifications and phased implementation plans\n- **TDD Workflow** — `\u002Fconductor:implement` executes tasks with verification checkpoints\n- **Semantic Revert** — `\u002Fconductor:revert` undoes work by logical unit (track, phase, or task)\n- **State Persistence** — Resume setup across sessions with persistent project context\n- **3 Skills** — Context-driven development, track management, workflow patterns\n\n[→ View Conductor documentation](plugins\u002Fconductor\u002FREADME.md)\n\n### Agent Skills (153 skills across 40 plugins)\n\nSpecialized knowledge packages following Anthropic's progressive disclosure architecture:\n\n**Language Development:**\n\n- **Python** (5 skills): async patterns, testing, packaging, performance, UV package manager\n- **JavaScript\u002FTypeScript** (4 skills): advanced types, Node.js patterns, testing, modern ES6+\n\n**Infrastructure & DevOps:**\n\n- **Kubernetes** (4 skills): manifests, Helm charts, GitOps, security policies\n- **Cloud Infrastructure** (4 skills): Terraform, multi-cloud, hybrid networking, cost optimization\n- **CI\u002FCD** (4 skills): pipeline design, GitHub Actions, GitLab CI, secrets management\n\n**Development & Architecture:**\n\n- **Backend** (3 skills): API design, architecture patterns, microservices\n- **LLM Applications** (8 skills): LangGraph, prompt engineering, RAG, evaluation, embeddings, similarity search, vector tuning, hybrid search\n\n**Blockchain & Web3** (4 skills): DeFi protocols, NFT standards, Solidity security, Web3 testing\n\n**Project Management:**\n\n- **Conductor** (3 skills): context-driven development, track management, workflow patterns\n\n**And more:** Framework migration, observability, payment processing, ML operations, security scanning\n\n[→ View complete skills documentation](docs\u002Fagent-skills.md)\n\n### Three-Tier Model Strategy\n\nStrategic model assignment for optimal performance and cost:\n\n| Tier       | Model    | Agents | Use Case                                                                                        |\n| ---------- | -------- | ------ | ----------------------------------------------------------------------------------------------- |\n| **Tier 1** | Opus 4.7 | 42     | Critical architecture, security, ALL code review, production coding (language pros, frameworks) |\n| **Tier 2** | Inherit  | 42     | Complex tasks - user chooses model (AI\u002FML, backend, frontend\u002Fmobile, specialized)               |\n| **Tier 3** | Sonnet   | 51     | Support with intelligence (docs, testing, debugging, network, API docs, DX, legacy, payments)   |\n| **Tier 4** | Haiku    | 18     | Fast operational tasks (SEO, deployment, simple docs, sales, content, search)                   |\n\n**Why Opus 4.7 for Critical Agents?**\n\n- 80.8% on SWE-bench (industry-leading)\n- 65% fewer tokens for complex tasks\n- Best for architecture decisions and security audits\n\n**Tier 2 Flexibility (`inherit`):**\nAgents marked `inherit` use your session's default model, letting you balance cost and capability:\n\n- Set via `claude --model opus` or `claude --model sonnet` when starting a session\n- Falls back to Sonnet 4.6 if no default specified\n- Perfect for frontend\u002Fmobile developers who want cost control\n- AI\u002FML engineers can choose Opus for complex model work\n\n**Cost Considerations:**\n\n- **Opus 4.7**: $5\u002F$25 per million input\u002Foutput tokens - Premium for critical work\n- **Sonnet 4.6**: $3\u002F$15 per million tokens - Balanced performance\u002Fcost\n- **Haiku 4.5**: $1\u002F$5 per million tokens - Fast, cost-effective operations\n- Opus's 65% token reduction on complex tasks often offsets higher rate\n- Use `inherit` tier to control costs for high-volume use cases\n\nOrchestration patterns combine models for efficiency:\n\n```\nOpus (architecture) → Sonnet (development) → Haiku (deployment)\n```\n\n[→ View model configuration details](docs\u002Fagents.md#model-configuration)\n\n## Popular Use Cases\n\n### Full-Stack Feature Development\n\n```bash\n\u002Ffull-stack-orchestration:full-stack-feature \"user authentication with OAuth2\"\n```\n\nCoordinates 7+ agents: backend-architect → database-architect → frontend-developer → test-automator → security-auditor → deployment-engineer → observability-engineer\n\n[→ View all workflow examples](docs\u002Fusage.md#multi-agent-workflow-examples)\n\n### Security Hardening\n\n```bash\n\u002Fsecurity-scanning:security-hardening --level comprehensive\n```\n\nMulti-agent security assessment with SAST, dependency scanning, and code review.\n\n### Python Development with Modern Tools\n\n```bash\n\u002Fpython-development:python-scaffold fastapi-microservice\n```\n\nCreates production-ready FastAPI project with async patterns, activating skills:\n\n- `async-python-patterns` - AsyncIO and concurrency\n- `python-testing-patterns` - pytest and fixtures\n- `uv-package-manager` - Fast dependency management\n\n### Kubernetes Deployment\n\n```bash\n# Activates k8s skills automatically\n\"Create production Kubernetes deployment with Helm chart and GitOps\"\n```\n\nUses kubernetes-architect agent with 4 specialized skills for production-grade configs.\n\n[→ View complete usage guide](docs\u002Fusage.md)\n\n## Plugin Categories\n\n**25 categories, 80 plugins:**\n\n- 🎨 **Development** (6) - debugging, backend, frontend, multi-platform\n- 📚 **Documentation** (4) - code docs, API specs, diagrams, C4 architecture, **HADS** (Human-AI Document Standard)\n- 🔄 **Workflows** (5) - git, full-stack, TDD, **Conductor** (context-driven development), **Agent Teams** (multi-agent orchestration)\n- ✅ **Testing** (2) - unit testing, **qa-orchestra** (multi-agent QA toolkit with Chrome MCP validation)\n- 🔍 **Quality** (3) - comprehensive review, performance\n- 🤖 **AI & ML** (4) - LLM apps, agent orchestration, context, MLOps\n- 📊 **Data** (2) - data engineering, data validation\n- 🗄️ **Database** (2) - database design, migrations\n- 🚨 **Operations** (4) - incident response, diagnostics, distributed debugging, observability\n- ⚡ **Performance** (2) - application performance, database\u002Fcloud optimization\n- ☁️ **Infrastructure** (5) - deployment, validation, Kubernetes, cloud, CI\u002FCD\n- 🔒 **Security** (6) - scanning, compliance, backend\u002FAPI, frontend\u002Fmobile, **block-no-verify** (git hook bypass guard)\n- 🛡️ **Governance** (1) - **protect-mcp** (Cedar policy enforcement + Ed25519 signed receipts)\n- 💻 **Languages** (10) - Python, JS\u002FTS, systems, JVM, scripting, functional, embedded\n- 🔗 **Blockchain** (1) - smart contracts, DeFi, Web3\n- 💰 **Finance** (1) - quantitative trading, risk management\n- 💳 **Payments** (1) - Stripe, PayPal, billing\n- 🎮 **Gaming** (1) - Unity, Minecraft plugins\n- 🎨 **Creative** (1) - creative tooling\n- ♿ **Accessibility** (1) - WCAG and a11y\n- 📢 **Marketing** (4) - SEO content, technical SEO, SEO analysis, content marketing\n- 💼 **Business** (4) - analytics, HR\u002Flegal, customer\u002Fsales\n- 🔌 **API** (2) - API tooling\n- 🛠️ **Utilities** (4) - general-purpose helpers\n- 🔧 **Modernization** (2) - legacy migration and refactoring\n\n[→ View complete plugin catalog](docs\u002Fplugins.md)\n\n### Related Plugins\n\nPlugins hosted in their own marketplaces — install from the source for the latest releases:\n\n- **[Pensyve](https:\u002F\u002Fgithub.com\u002Fmajor7apps\u002Fpensyve)** — Universal memory runtime with cross-session cognitive memory for Claude Code. Intelligent capture, entity-aware recall, 6 commands, 4 skills, 2 agents, and 6 lifecycle hooks.\n\n  ```bash\n  \u002Fplugin marketplace add major7apps\u002Fpensyve\n  \u002Fplugin install pensyve@major7apps-pensyve\n  ```\n\n## Architecture Highlights\n\n### Granular Design\n\n- **Single responsibility** - Each plugin does one thing well\n- **Minimal token usage** - Average 3.6 components per plugin\n- **Composable** - Mix and match for complex workflows\n- **100% coverage** - All 185 agents accessible across plugins\n\n### Progressive Disclosure (Skills)\n\nThree-tier architecture for token efficiency:\n\n1. **Metadata** - Name and activation criteria (always loaded)\n2. **Instructions** - Core guidance (loaded when activated)\n3. **Resources** - Examples and templates (loaded on demand)\n\n### Repository Structure\n\n```\nclaude-agents\u002F\n├── .claude-plugin\u002F\n│   └── marketplace.json          # 81 plugins (80 local + 1 external)\n├── plugins\u002F\n│   ├── python-development\u002F\n│   │   ├── agents\u002F               # 3 Python experts\n│   │   ├── commands\u002F             # Scaffolding tool\n│   │   └── skills\u002F               # 5 specialized skills\n│   ├── kubernetes-operations\u002F\n│   │   ├── agents\u002F               # K8s architect\n│   │   ├── commands\u002F             # Deployment tools\n│   │   └── skills\u002F               # 4 K8s skills\n│   └── ... (67 more plugins)\n├── docs\u002F                          # Comprehensive documentation\n└── README.md                      # This file\n```\n\n[→ View architecture details](docs\u002Farchitecture.md)\n\n## Contributing\n\nTo add new agents, skills, or commands:\n\n1. Identify or create the appropriate plugin directory in `plugins\u002F`\n2. Create `.md` files in the appropriate subdirectory:\n   - `agents\u002F` - For specialized agents\n   - `commands\u002F` - For tools and workflows\n   - `skills\u002F` - For modular knowledge packages\n3. Follow naming conventions (lowercase, hyphen-separated)\n4. Write clear activation criteria and comprehensive content\n5. Update the plugin definition in `.claude-plugin\u002Fmarketplace.json`\n\nSee [Architecture Documentation](docs\u002Farchitecture.md) for detailed guidelines.\n\n## Resources\n\n### Documentation\n\n- [Claude Code Documentation](https:\u002F\u002Fdocs.claude.com\u002Fen\u002Fdocs\u002Fclaude-code\u002Foverview)\n- [Plugins Guide](https:\u002F\u002Fdocs.claude.com\u002Fen\u002Fdocs\u002Fclaude-code\u002Fplugins)\n- [Subagents Guide](https:\u002F\u002Fdocs.claude.com\u002Fen\u002Fdocs\u002Fclaude-code\u002Fsub-agents)\n- [Agent Skills Guide](https:\u002F\u002Fdocs.claude.com\u002Fen\u002Fdocs\u002Fagents-and-tools\u002Fagent-skills\u002Foverview)\n- [Slash Commands Reference](https:\u002F\u002Fdocs.claude.com\u002Fen\u002Fdocs\u002Fclaude-code\u002Fslash-commands)\n\n### This Repository\n\n- [Plugin Reference](docs\u002Fplugins.md)\n- [Agent Reference](docs\u002Fagents.md)\n- [Agent Skills Guide](docs\u002Fagent-skills.md)\n- [Usage Guide](docs\u002Fusage.md)\n- [Architecture](docs\u002Farchitecture.md)\n\n## License\n\nMIT License - see [LICENSE](LICENSE) file for details.\n\n## Star History\n\n[![Star History Chart](https:\u002F\u002Fapi.star-history.com\u002Fsvg?repos=wshobson\u002Fagents&type=date&legend=top-left)](https:\u002F\u002Fwww.star-history.com\u002F#wshobson\u002Fagents&type=date&legend=top-left)\n","wshobson\u002Fagents 是一个为 Claude Code 提供智能自动化和多代理编排的项目。它集成了185个专业AI代理、16个多代理工作流编排器、153个代理技能和100条命令，通过80个专注于单一功能的插件来扩展Claude的能力。这些插件设计精简，旨在最小化令牌使用并提高可组合性，适用于从软件架构到数据\u002FAI、文档编写等领域的多种场景。其核心在于提供高效的开发工具链及复杂的多代理协调系统，支持如全栈开发、安全加固、机器学习流水线等工作流程。此外，通过渐进式披露机制，确保只有激活时才加载相关知识，从而进一步优化资源利用效率。",2,"2026-06-11 02:45:17","top_all"]