by wshobson
Intelligent automation and multi-agent orchestration for Claude Code
# Add to your Claude Code skills
git clone https://github.com/wshobson/agents⚡ Updated for Opus 4.6, Sonnet 4.6 & Haiku 4.5 — Three-tier model strategy for optimal performance
🎯 Agent Skills Enabled — 149 specialized skills extend Claude's capabilities across plugins with progressive disclosure
A comprehensive production-ready system combining 182 specialized AI agents, 16 multi-agent workflow orchestrators, 149 agent skills, and 96 commands organized into 77 focused, single-purpose plugins for Claude Code.
This unified repository provides everything needed for intelligent automation and multi-agent orchestration across modern software development:
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Each plugin is completely isolated with its own agents, commands, and skills:
Example: Installing python-development loads 3 Python agents, 1 scaffolding tool, and makes 16 skills available (~1000 tokens), not the entire marketplace.
Add this marketplace to Claude Code:
/plugin marketplace add wshobson/agents
This makes all 77 plugins available for installation, but does not load any agents or tools into your context.
Browse available plugins:
/plugin
Install the plugins you need:
# Essential development plugins
/plugin install python-development # Python with 16 specialized skills
/plugin install javascript-typescript # JS/TS with 4 specialized skills
/plugin install backend-development # Backend APIs with 3 architecture skills
# Infrastructure & operations
/plugin install kubernetes-operations # K8s with 4 deployment skills
/plugin install cloud-infrastructure # AWS/Azure/GCP with 4 cloud skills
# Security & quality
/plugin install security-scanning # SAST with security skill
/plugin install comprehensive-review # Multi-perspective code analysis
# Full-stack orchestration
/plugin install full-stack-orchestration # Multi-agent workflows
Each installed plugin loads only its specific agents, commands, and skills into Claude's context.
You install plugins, which bundle agents:
| Plugin | Agents |
| ----------------------- | ------------------------------------------------- |
| comprehensive-review | architect-review, code-reviewer, security-auditor |
| javascript-typescript | javascript-pro, typescript-pro |
| python-development | python-pro, django-pro, fastapi-pro |
| blockchain-web3 | blockchain-developer |
# ❌ Wrong - can't install agents directly
/plugin install typescript-pro
# ✅ Right - install the plugin
/plugin install javascript-typescript@claude-code-workflows
"Plugin not found" → Use plugin names, not agent names. Add @claude-code-workflows suffix.
Plugins not loading → Clear cache and reinstall:
rm -rf ~/.claude/plugins/cache/claude-code-workflows && rm ~/.claude/plugins/installed_plugins.json
A three-layer evaluation framework for measuring and certifying plugin/skill quality:
/plugin install plugin-eval@claude-code-workflows
uv run plugin-eval score/certify/compare or /eval, /certify, /compare commands--threshold flag exits non-zero below a minimum score# Quick evaluation (static only, instant)
uv run plugin-eval score path/to/skill --depth quick
# Standard evaluation (static + LLM judge)
uv run plugin-eval score path/to/skill --depth standard
# Full certification (all layers + Elo)
uv run plugin-eval certify path/to/skill
Orchestrate multi-agent teams for parallel workflows using Claude Code's experimental Agent Teams feature:
/plugin install agent-teams@claude-code-workflows
review, debug, feature, fullstack, research, security, migration/team-review src/ --reviewers security,performance,architecture/team-debug "API returns 500" --hypotheses 3/team-feature "Add OAuth2 auth" --plan-firstIncludes 4 specialized agents, 7 commands, and 6 skills with reference documentation.
Transforms Claude Code into a project management tool with a structured Context → Spec & Plan → Implement workflow:
/plugin install conductor@claude-code-workflows
/conductor:setup creates product vision, tech stack, workflow rules, and style guides/conductor:new-track generates specifications and phased implementation plans/conductor:implement executes tasks with verification checkpoints/conductor:revert undoes work by logical unit (track, phase, or task)Specialized knowledge packages following Anthropic's progressive disclosure architecture:
Language Development:
Infrastructure & DevOps:
Development & Architecture: