NeoLabHQ
80 verified skills70,979 total stars
traiage-review
This skill should be used when need prioritize what changed code in repository human must review.
development1,263
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.
documentation1,205
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.
tools1,205
write-tests
Add missing test coverage for your local code changes by generating new test files (covers uncommitted and untracked changes, or the latest commit if everything is committed). Use when you want write tests for new logic or increase test coverage.
development1,186
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.
data-ai1,186
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.
data-ai1,186
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.
documentation1,149
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.
testing1,149
do-competitively
Execute tasks through competitive multi-agent generation, meta-judge evaluation specification, multi-judge evaluation, and evidence-based synthesis
testing1,103
do-and-judge
Execute a task with sub-agent implementation and LLM-as-a-judge verification with automatic retry loop
data-ai1,103
plan-task
Refine, parallelize, and verify a draft task specification into a fully planned implementation-ready task
testing1,097
brainstorm
Use when creating or developing, before writing code or implementation plans - refines rough ideas into fully-formed designs through collaborative questioning, alternative exploration, and incremental validation. Don't use during clear 'mechanical' processes
development1,097
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.
development1,097
implement-task
Implement a task with automated LLM-as-Judge verification per step
data-ai1,097
design-testing-strategy
Use before writing any type of tests. Distills 14 industry sources into deterministic decision gates, schemas, and worked test examples.
testing1,097
test-prompt
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 engineering using subagents for isolated testing
development1,091
judge-with-debate
Evaluate solutions through multi-round debate between independent judges until consensus
tools856
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.
development856
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
testing856
plan-do-check-act
Iterative PDCA cycle for systematic experimentation and continuous improvement
testing856
propose-hypotheses
Execute complete FPF cycle from hypothesis generation to decision
testing856
query
Search the FPF knowledge base and display hypothesis details with assurance information
development856
reflect
Reflect on previus response and output, based on Self-refinement framework for iterative improvement with complexity triage and verification
development856
reset
Reset the FPF reasoning cycle to start fresh
tools856
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
testing856
setup-arxiv-mcp
Guide for setup arXiv paper search MCP server using Docker MCP
tools856
setup-codemap-cli
Guide for setup Codemap CLI for intelligent codebase visualization and navigation
tools856
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
development856
test-skill
Use when creating or editing skills, before deployment, to verify they work under pressure and resist rationalization - applies RED-GREEN-REFACTOR cycle to process documentation by running baseline without skill, writing to address failures, iterating to close loopholes
development856
tree-of-thoughts
Execute tasks through systematic exploration, pruning, and expansion using Tree of Thoughts methodology with meta-judge evaluation specifications and multi-agent evaluation
testing856
update-docs
Update and maintain project documentation for local code changes using multi-agent workflow with tech-writer agents. Covers docs/, READMEs, JSDoc, and API documentation.
development856
why
Iterative Five Whys root cause analysis drilling from symptoms to fundamentals
research856
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
tools856
cause-and-effect
Systematic Fishbone analysis exploring problem causes across six categories
development856
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.
testing856
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.
development856
judge
Launch a meta-judge then a judge sub-agent to evaluate results produced in the current conversation
data-ai856
create-pr
Create pull requests using GitHub CLI with proper templates and formatting
tools856
critique
Comprehensive multi-perspective review using specialized judges with debate and consensus building
development856
attach-review-to-pr
Add line-specific review comments to pull requests using GitHub CLI API
tools856
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.
data-ai856
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.
development856
create-command
Interactive assistant for creating new Claude commands with proper structure, patterns, and MCP tool integration
tools856
thought-based-reasoning
Use when tackling complex reasoning tasks requiring step-by-step logic, multi-step arithmetic, commonsense reasoning, symbolic manipulation, or problems where simple prompting fails - provides comprehensive guide to Chain-of-Thought and related prompting techniques (Zero-shot CoT, Self-Consistency, Tree of Thoughts, Least-to-Most, ReAct, PAL, Reflexion) with templates, decision matrices, and research-backed patterns
development856
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.
data-ai856
add-task
creates draft task file in .specs/tasks/draft/ with original user intent
tools856
status
Display the current state of the FPF knowledge base
tools856
analyze-issue
Analyze a GitHub issue and create a detailed technical specification
testing856
memorize
Curates insights from reflections and critiques into CLAUDE.md using Agentic Context Engineering
data-ai856
decay
Manage evidence freshness by identifying stale decisions and providing governance actions
development856
agent-evaluation
Evaluate and improve Claude Code commands, skills, and agents. Use when testing prompt effectiveness, validating context engineering choices, or measuring improvement quality.
development856
setup-serena-mcp
Guide for setup Serena MCP server for semantic code retrieval and editing capabilities
tools856
analyse
Auto-selects best Kaizen method (Gemba Walk, Value Stream, or Muda) for target
data-ai856
analyse-problem
Comprehensive A3 one-page problem analysis with root cause and action plan
research856
apply-anthropic-skill-best-practices
Comprehensive guide for skill development based on Anthropic's official best practices - use for complex skills requiring detailed structure
development856
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).
tools856
commit
Create well-formatted commits with conventional commit messages and emoji
development856
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
development856
create-hook
Create and configure git hooks with intelligent project analysis, suggestions, and automated testing
testing856
create-ideas
Generate ideas in one shot using creative sampling
tools856
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.
data-ai856
fix-tests
Systematically fix all failing tests after business logic changes or refactoring
development856
setup-context7-mcp
Guide for setup Context7 MCP server to load documentation for specific technologies.
tools856
load-issues
Load all open issues from GitHub and save them as markdown files
tools856
write-concisely
Apply writing rules to any documentation that humans will read. Makes your writing clearer, stronger, and more professional.
testing856
create-workflow-command
Create a workflow command that orchestrates multi-step execution through sub-agents with file-based task prompts
data-ai856
actualize
Reconcile the project's FPF state with recent repository changes
testing856
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
development856
code-review:review-pr
Comprehensive pull request review using specialized agents
development723
code-review:review-local-changes
Comprehensive review of local uncommitted changes using specialized agents with code improvement suggestions
development723
git:create-worktree
Create and setup git worktrees for parallel development with automatic dependency installation
development671
ddd:setup-code-formating
Sets up code formatting rules and style guidelines in CLAUDE.md
development671
tech-stack:add-typescript-best-practices
Setup TypeScript best practices and code style rules in CLAUDE.md
development671
sdd:implement
Implement a task with automated LLM-as-Judge verification for critical steps
data-ai671
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.
development671
sdd:plan
Refine, parallelize, and verify a draft task specification into a fully planned implementation-ready task
testing671
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.
development671
git:merge-worktree
Merge changes from worktrees into current branch with selective file checkout, cherry-picking, interactive patch selection, or manual merge
testing671
ddd:software-architecture
Guide for quality focused software architecture. This skill should be used when users want to write code, design architecture, analyze code, in any case that relates to software development.
development671
git:compare-worktrees
Compare files and directories between git worktrees or worktree and current branch
tools671