Architecture Patterns
Provides architectural pattern knowledge for designing feature implementations including MVC, event-driven, microservices, and CQRS patterns. Use when designing system architecture or choosing implementation patterns.
Oc Update Agent
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Dp Patterns
Reference for dynamic programming patterns — recognition signals, constraint mapping, Python templates, edge cases, and common mistakes for 8 core DP techniques
Update Ported Plugin
Updates previously-ported plugins when source plugins change or the target platform evolves
Feature Dev
Feature development workflow with exploration, architecture, implementation, and review phases. Use for implementing new features or significant changes.
Solve
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Bug Killer
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Language Patterns
Provides language-specific patterns for TypeScript, Python, and React including idioms, best practices, and common patterns. Use when implementing features in these languages.
Document Changes
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String Algorithms
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Create Tasks
Generate Claude Code native Tasks from an existing spec. Use when user says "create tasks", "generate tasks from spec", "spec to tasks", "task generation", or wants to decompose a spec into implementation tasks.
Math And Combinatorics
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Analyze Coverage
Analyze test coverage and identify gaps with actionable recommendations
Run Tasks
Execute pending tasks in dependency order with wave-based concurrent execution via Agent Teams
Docs Manager
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Oc Create Agent
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Project Learnings
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Claude Code Teams
Reference for Claude Code Agent Teams — lifecycle, messaging, spawning, orchestration, and hooks
Release
Prepare and execute a Python package release with verification steps. Use for releasing Python packages with uv and ruff.
Oc Tool Dev
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Bump Plugin Version
Bumps plugin versions across the Agent Alchemy ecosystem
Graph Algorithms
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Verify
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Tdd Cycle
Run a full RED-GREEN-REFACTOR TDD workflow for a feature. Accepts a feature description, task ID, or spec section as input. Presents a plan for confirmation then runs autonomously through all TDD phases.
Technical Diagrams
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Execute Tasks
Execute pending Claude Code Tasks in dependency order with wave-based concurrent execution and adaptive verification. Supports task group filtering and configurable parallelism. Use when user says "execute tasks", "run tasks", "start execution", "work on tasks", or wants to execute generated tasks autonomously.
Oc Update Skill
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Mamba Mcp
A Python toolkit for testing and debugging MCP (Model Context Protocol) servers. Including an interactive TUI, a CLI and a Python API.
Oc Create Skill
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Execute Tdd Tasks
Execute TDD task pairs autonomously with RED-GREEN-REFACTOR verification. Orchestrates wave-based execution with strategic parallelism, routing TDD tasks to tdd-executor agents and non-TDD tasks to standard task-executor. Use when user says "execute tdd tasks", "run tdd tasks", "start tdd execution", or wants to execute TDD-paired tasks from create-tdd-tasks.
Dependency Checker
Analyzes the Agent Alchemy plugin ecosystem to detect dependency issues across all plugin groups
Oc Create Command
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Analyze Spec
Analyze an existing spec for inconsistencies, missing information, ambiguities, and structure issues. Use when user says "analyze spec", "review spec", "spec quality check", "validate requirements", "audit spec", or "check spec quality".
Code Architect
Designs implementation blueprints for features using exploration findings and architectural best practices (converted from agent)
Changelog Format
Keep a Changelog format guidelines and entry writing best practices. Use when writing changelog entries, updating CHANGELOG.md, or following Keep a Changelog specification.
Validate Adapter
Validates adapter files against live platform documentation to detect stale mappings,missing features, and outdated version information
Project Conventions
Guides discovery and application of project-specific conventions including code patterns, naming, structure, and team practices. Use when exploring a codebase or implementing features to match existing patterns.
Generate Tests
Generate test files from acceptance criteria or existing code. Supports criteria-driven mode (from specs/tasks) and code-analysis mode (from source files). Auto-detects test framework and spawns test-writer agents for parallel generation.
Create Tdd Tasks
Transform SDD tasks into test-first TDD task pairs. Reads existing tasks from /create-tasks and generates paired test tasks with RED-GREEN dependencies. Use when user says "create tdd tasks", "add tdd pairs", "convert to tdd", or wants to apply test-first ordering to SDD tasks.
Codebase Analysis
Produce a structured codebase analysis report with architecture overview, critical files, patterns, and actionable recommendations. Use when asked to "analyze codebase", "explore codebase", "understand this codebase", "map the codebase", "give me an overview of this project", "what does this codebase do", "codebase report", "project analysis", "audit this codebase", or "how is this project struct…
Oc Update Command
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Port Plugin
Converts Agent Alchemy plugins into formats compatible with other AI coding platforms
Git Commit
Commit staged changes with conventional commit message. Use when user says "commit changes", "commit this", "save my changes", or wants to create a git commit.
Claude Code Tasks
Reference for Claude Code's 6 Task Management tools — TaskCreate, TaskGet, TaskList, TaskUpdate (structured tracking) and TaskOutput, TaskStop (background execution). Covers tool parameters, status lifecycle, completion rules, dependency management, and conventions
Create Spec
Create a new specification through an adaptive interview process with proactive recommendations and optional research. Use when user says "create spec", "new spec", "generate spec", or wants to start a specification document.
Deep Analysis
Deep exploration and synthesis workflow using Agent Teams with dynamic planning and hub-and-spoke coordination. Use when asked for "deep analysis", "deep understanding", "analyze codebase", "explore and analyze", or "investigate codebase".
Port Master
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Data Structures
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Interview Me
Conduct an adaptive interactive interview on any topic and produce a structured markdown report, summary, or implementation plan. Use when the user says "interview me", "interview me about", "run an interview on", "help me think through", or wants guided discovery on any subject. Also triggers on "talk me through", "explore X with me", "help me plan Y", or "walk me through my thinking on Z" when…
Code Quality
Provides code quality principles including SOLID, DRY, testing strategies, and best practices for implementation review. Use when reviewing code or applying quality standards.
Search And Optimization
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