build-mcp
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
cause-and-effect
Systematic Fishbone analysis exploring problem causes across six categories
commit
Create well-formatted commits with conventional commit messages and emoji
context-engineering
Understand the components, mechanics, and constraints of context in agent systems. Use when writing, editing, or optimizing commands, skills, or sub-agents prompts.
create-agent
Comprehensive guide for creating Claude Code agents with proper structure, triggering conditions, system prompts, and validation - combines official Anthropic best practices with proven patterns
create-command
Interactive assistant for creating new Claude commands with proper structure, patterns, and MCP tool integration
create-hook
Create and configure git hooks with intelligent project analysis, suggestions, and automated testing
create-ideas
Generate ideas in one shot using creative sampling
create-pr
Create pull requests using GitHub CLI with proper templates and formatting
create-rule
Use when found gap or repetative issue, that produced by you or implemenataion agent. Esentially use it each time when you say "You absolutly right, I should have done it differently." -> need create rule for this issue so it not appears again.
create-skill
Guide for creating effective skills. This command should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations. Use when creating new skills, editing existing skills, or verifying skills work before deployment - applies TDD to process documentation by testing with subagents before writing, iterating until bulletproof against rationalization
create-workflow-command
Create a workflow command that orchestrates multi-step execution through sub-agents with file-based task prompts
critique
Comprehensive multi-perspective review using specialized judges with debate and consensus building
decay
Manage evidence freshness by identifying stale decisions and providing governance actions
design-testing-strategy
Use before writing any type of tests. Distills 14 industry sources into deterministic decision gates, schemas, and worked test examples.
do-and-judge
Execute a task with sub-agent implementation and LLM-as-a-judge verification with automatic retry loop
do-competitively
Execute tasks through competitive multi-agent generation, meta-judge evaluation specification, multi-judge evaluation, and evidence-based synthesis
do-in-parallel
Run independent tasks concurrently across multiple files or targets using parallel sub-agents, with per-task model selection and LLM-as-a-judge verification. Use when tasks do not depend on each other and can run side by side.
do-in-steps
Execute one complex task as ordered, dependent steps run sequentially, passing context from each step to the next, with per-step LLM-as-a-judge verification. Use when later steps depend on the results of earlier ones.
fix-tests
Systematically fix all failing tests after business logic changes or refactoring
git-notes
Use when adding metadata to commits without changing history, tracking review status, test results, code quality annotations, or supplementing commit messages post-hoc - provides git notes commands and patterns for attaching non-invasive metadata to Git objects.
git-worktrees
Use when working on multiple branches simultaneously, context switching without stashing, reviewing PRs while developing, testing in isolation, or comparing implementations across branches - provides git worktree commands and workflow patterns for parallel development with multiple working directories.
implement-task
Implement a task step by step with automated LLM-as-Judge verification at the end of each phase
judge
Launch a meta-judge then a judge sub-agent to evaluate results produced in the current conversation
judge-with-debate
Evaluate solutions through multi-round debate between independent judges until consensus
kaizen
Use when Code implementation and refactoring, architecturing or designing systems, process and workflow improvements, error handling and validation. Provide tehniquest to avoid over-engineering and apply iterative improvements.
launch-sub-agent
Launch an intelligent sub-agent with automatic model selection based on task complexity, specialized agent matching, Zero-shot CoT reasoning, and mandatory self-critique verification
load-issues
Load all open issues from GitHub and save them as markdown files
load-pr-comments
Use to load open/unresolved PR review comments then aggregate them as tasks in .specs/comments/*.md for parallel agents to fix.
memorize
Curates insights from reflections and critiques into CLAUDE.md using Agentic Context Engineering
multi-agent-patterns
Design multi-agent architectures for complex tasks. Use when single-agent context limits are exceeded, when tasks decompose naturally into subtasks, or when specializing agents improves quality.
plan-do-check-act
Iterative PDCA cycle for systematic experimentation and continuous improvement
plan-task
Refine a draft task specification into a fully planned, implementation-ready task with acceptance criteria, architecture, per-step sub-task files and verifiable phases
prompt-engineering
Use this skill when you writing commands, hooks, skills for Agent, or prompts for sub agents or any other LLM interaction, including optimizing prompts, improving LLM outputs, or designing production prompt templates.
propose-hypotheses
Execute complete FPF cycle from hypothesis generation to decision
query
Search the FPF knowledge base and display hypothesis details with assurance information
reflect
Reflect on previus response and output, based on Self-refinement framework for iterative improvement with complexity triage and verification
reset
Reset the FPF reasoning cycle to start fresh
resolve-fixed-pr-comments
Verify what PR review comments have been addressed (committed/pushed OR uncommitted local changes) and resolve the threads that are genuinely fixed or no longer relevant.
review-local-changes
Review your local uncommitted working-tree changes (git diff plus untracked files) and return actionable improvement suggestions. Use before committing, when nothing has been pushed yet.
review-pr
Review an existing GitHub pull request and post inline review comments on its diff. Use when the changes are on an opened PR rather than your local working tree.
root-cause-tracing
Use when errors occur deep in execution and you need to trace back to find the original trigger - systematically traces bugs backward through call stack, adding instrumentation when needed, to identify source of invalid data or incorrect behavior
setup-arxiv-mcp
Guide for setup arXiv paper search MCP server using Docker MCP
setup-codemap-cli
Guide for setup Codemap CLI for intelligent codebase visualization and navigation
setup-context7-mcp
Guide for setup Context7 MCP server to load documentation for specific technologies.
setup-serena-mcp
Guide for setup Serena MCP server for semantic code retrieval and editing capabilities
status
Display the current state of the FPF knowledge base
subagent-driven-development
Use when executing implementation plans with independent tasks in the current session or facing 3+ independent issues that can be investigated without shared state or dependencies - dispatches fresh subagent for each task with code review between tasks, enabling fast iteration with quality gates
test-coverage
Use after writing tests to assess coverage quality across structural, mutation, requirements, and API/integration dimensions; organized knowledge for choosing and interpreting coverage analyses.
test-driven-development
Use when implementing any feature or bugfix, before writing implementation code - write the test first, watch it fail, write minimal code to pass; ensures tests actually verify behavior by requiring failure first
Page 183 of 1672 · 83588 results
