Execute complex tasks through sequential sub-agent orchestration with intelligent model selection, meta-judge → LLM-as-a-judge verification
Evaluate solutions through multi-round debate between independent judges until consensus
Launch multiple sub-agents in parallel to execute tasks across files or targets with intelligent model selection, quality-focused prompting, and meta-judge → LLM-as-a-judge…
Launch an intelligent sub-agent with automatic model selection based on task complexity, specialized agent matching, Zero-shot CoT reasoning, and mandatory self-critique…
Execute a task with sub-agent implementation and LLM-as-a-judge verification with automatic retry loop
Execute tasks through systematic exploration, pruning, and expansion using Tree of Thoughts methodology with meta-judge evaluation specifications and multi-agent evaluation
Curates insights from reflections and critiques into CLAUDE.md using Agentic Context Engineering
Comprehensive guide for skill development based on Anthropic's official best practices - use for complex skills requiring detailed structure
Create a workflow command that orchestrates multi-step execution through sub-agents with file-based task prompts
Systematically fix all failing tests after business logic changes or refactoring
Guide for setup Context7 MCP server to load documentation for specific technologies.
Guide for setup Serena MCP server for semantic code retrieval and editing capabilities
Execute tasks through competitive multi-agent generation, meta-judge evaluation specification, multi-judge evaluation, and evidence-based synthesis
Refine, parallelize, and verify a draft task specification into a fully planned implementation-ready task
Interactive assistant for creating new Claude commands with proper structure, patterns, and MCP tool integration
Comprehensive guide for creating Claude Code agents with proper structure, triggering conditions, system prompts, and validation - combines official Anthropic best practices with…
Generate ideas in one shot using creative sampling
Load all open issues from GitHub and save them as markdown files
Implement a task with automated LLM-as-Judge verification for critical steps
Auto-selects best Kaizen method (Gemba Walk, Value Stream, or Muda) for target
Systematic Fishbone analysis exploring problem causes across six categories
Execute complete FPF cycle from hypothesis generation to decision
Guide for setup arXiv paper search MCP server using Docker MCP
Comprehensive PR review using specialized agents
Manage evidence freshness by identifying stale decisions and providing governance actions
creates draft task file in .specs/tasks/draft/ with original user intent
Removes files installed by /optimus:init and /optimus:permissions from the project. Compares each file against plugin templates and classifies as unmodified, likely generated, or…
Iterative PDCA cycle for systematic experimentation and continuous improvement
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools.
Use when adding metadata to commits without changing history, tracking review status, test results, code quality annotations, or supplementing commit messages post-hoc - provides…
Use when creating or editing any prompt (commands, hooks, skills, subagent instructions) to verify it produces desired behavior - applies RED-GREEN-REFACTOR cycle to prompt…
Use when tackling complex reasoning tasks requiring step-by-step logic, multi-step arithmetic, commonsense reasoning, symbolic manipulation, or problems where simple prompting…
Use when working on multiple branches simultaneously, context switching without stashing, reviewing PRs while developing, testing in isolation, or comparing implementations across…
Analyze a GitHub issue and create a detailed technical specification
Comprehensive A3 one-page problem analysis with root cause and action plan
Add line-specific review comments to pull requests using GitHub CLI API
Iterative Five Whys root cause analysis drilling from symptoms to fundamentals
Reconcile the project's FPF state with recent repository changes