tool-discovery
Guide for discovering and using @j0kz MCP tools efficiently through search, filtering, and progressive exploration. Use when exploring available capabilities, finding the right tool for a task, or ...
mcp-workflow-composition
Teaches effective composition of multiple @j0kz MCP tools into cohesive workflows using MCPPipeline and orchestrator-mcp, including dependency management, error handling strategies, and pre-built w...
code-quality-pipeline
Systematic code quality improvement workflow combining smart-reviewer and test-generator MCP tools with Pareto 80/20 auto-fixes, severity-based review, and comprehensive test generation. Use when p...
competitive-ads-extractor
Extracts and analyzes competitor ads from ad libraries (Facebook, LinkedIn, TikTok, Google). Use when researching competitor messaging, creative patterns, campaign strategies, or ad inspiration. Ch...
dependency-analyzer
Analyze and optimize project dependencies. Use when auditing npm packages, checking for vulnerabilities, finding outdated dependencies, analyzing bundle size, or detecting circular imports.
documentation-generation
Documentation generation and maintenance patterns including README structure, CHANGELOG management, API documentation, wiki synchronization, and badge updates. Use when creating package docs, updat...
git-pr-workflow
Complete GitHub workflow from commit to PR including conventional commits, branch management, pre-push quality checks, PR creation with gh CLI, and wiki synchronization. Use when creating commits, ...
mcp-troubleshooting
Systematic troubleshooting for MCP tools including installation issues, runtime errors, config problems, and debugging strategies. Use when MCP tools not working, debugging errors, or helping users...
project-standardization
Guides correct usage of @j0kz/mcp-agents standardization and automation scripts including version.json single source of truth, test count automation, URL casing rules, and critical workflow pattern...
performance-profiler
Profile and optimize application performance. Use when diagnosing slow response times, detecting memory leaks, analyzing CPU hotspots, optimizing bundle size, or measuring Core Web Vitals.
monorepo-package-workflow
Guides creation of new MCP tool packages in @j0kz/mcp-agents monorepo following modular architecture with constants/, helpers/, utils/ extraction, tools.json registration, and version.json synchron...
modular-refactoring-pattern
Guides systematic file refactoring following @j0kz/mcp-agents modular architecture pattern to maintain files under 300 LOC through constants/, helpers/, utils/ extraction with proven results from 2...
model-first-reasoning
Two-phase reasoning paradigm that reduces hallucinations and constraint violations in complex planning tasks. Use when tasks involve multi-step planning, constraint satisfaction, resource allocatio...
tech-debt-tracker
Track, prioritize, and pay down technical debt systematically in ANY project. Use when quantifying debt, prioritizing fixes, or convincing management to invest in improvements.
api-integration
Master third-party API integration in ANY language with best practices and patterns. Use when connecting to external services, handling OAuth, or implementing webhooks.
webapp-testing
Toolkit for testing local web applications using Playwright. Use when verifying frontend functionality, debugging UI behavior, capturing browser screenshots, or viewing browser logs.
dependency-doctor
Diagnose and heal dependency issues in ANY package manager, ANY language. Use when facing version conflicts, security vulnerabilities, or dependency bloat.
changelog-generator
Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into clear, customer-friendly release notes.
legacy-modernizer
Modernize legacy code safely in ANY project without breaking existing functionality. Use when working with old code that needs updating while maintaining stability.
caching-optimizer
Optimize caching strategies for performance. Use when analyzing cache effectiveness, implementing multi-layer caching, optimizing Redis/memory caches, or troubleshooting slow response times.
zero-to-hero
Go from zero knowledge to codebase expert in ANY project, ANY size, ANY language. Use when onboarding to a new codebase or trying to understand unfamiliar code.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services. Use when building MCP servers to integrate APIs, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
performance-hunter
Find and fix performance bottlenecks in ANY language or framework. Use when applications are slow, memory usage is high, or you need to optimize critical paths.
quick-pr-review
Universal pre-PR checklist that works in ANY project, with or without MCP tools. Use before creating a pull request to ensure quality standards and reduce review iterations.
brand-guidelines
Applies brand colors, typography, and visual identity to artifacts, documents, presentations, and web content. Use when brand consistency, visual formatting, or company design standards apply. Chec...
test-coverage-boost
Increase test coverage from 0% to 80%+ in ANY project, ANY testing framework. Use when adding tests to untested code or preparing for major refactoring.
api-contract-validator
Validate API contracts and ensure compatibility. Use when checking OpenAPI specs, running contract tests, detecting breaking changes, or generating types from API specifications.
debug-detective
Systematic debugging approach for ANY codebase, ANY language, ANY bug type. Use when facing unexpected behavior, crashes, performance issues, or intermittent problems.
security-first
Universal security checklist based on OWASP Top 10 for ANY project type or language. Use before deploying to production, handling sensitive data, or processing user input.
change-writer
Generates clean, human-readable changelogs and release notes from git commits and file changes. Use when preparing for a release or summarizing recent work.
navigation-architect
Designs and implements navigation flows using Expo Router (file-based routing). Use when adding new screens, handling deep links, or restructuring the app's layout.
opinion-critic
Provides critical feedback and alternative architectural perspectives on code changes. Use when you want to explore different ways to implement a feature or find potential flaws in the current plan.
security-audit
Scans code for security vulnerabilities, hardcoded secrets, and unsafe patterns in React Native and Expo applications. Use before merging sensitive changes or as part of a regular audit.
doc-sync
Ensures that documentation files like README.md and AGENTS.md stay in sync with the actual code and project structure. Use when adding new features or changing project architecture.
api-expert
Handles backend integration using best practices like expo/fetch and React Query. Use when the user needs to connect to an API, handle data fetching, or implement caching.
mobile-perf
Optimizes React Native Expo applications for speed, responsiveness, and battery efficiency. Use when fixing lag, optimizing lists, or reducing bundle size.
taxonomist
Expert taxonomist that creates comprehensive, well-structured taxonomies with hierarchical classification systems and optional semantic relationships. Use this when users need to build taxonomies, ontologies, or classification systems for any domain (data management, financial services, healthcare, technology, etc.). Outputs text files with relations in the format `source|is a|target`
glossary-builder
Expert glossary builder who creates comprehensive definitions and descriptions for all terms in a taxonomy. Your goal is to produce clear, accurate, and contextually appropriate definitions that help users understand each concept.
name
“Find out process id of processes consuming desired port no and kill those processes,Use this skill when we need to free up a desired port no that is occupied by a process, or when user request to free up <xyz> port or on error `port is already in use` when starting a new process”
release
Prepare, ship, or recover a Kasoa Changesets release.
conductor
Context-driven development with spec-driven workflows, TDD-based task execution, track management, and phase checkpointing
helix-stats
Show learning system health - insight counts, tag distribution, effectiveness, feedback loop status.
helix-query
Search helix memory by meaning. Returns relevant insights ranked by relevance × causal effectiveness.
helix-meta-planner
Insight-driven planning. Recalls memory, explores informed by insights, decomposes via planner, writes plan.
helix
Self-learning orchestrator with unified insight memory. Explore, plan, build.
observability-review
AI agent that analyzes operational signals (metrics, logs, traces, alerts, SLO/SLI reports) from observability platforms (Prometheus, Datadog, New Relic, CloudWatch, Grafana, Elastic) and produces practical, risk-aware triage and recommendations. Use when reviewing system health, investigating performance issues, analyzing monitoring data, evaluating service reliability, or providing SRE analysis of operational metrics. Distinguishes between critical issues requiring action, items needing investigation, and informational observations requiring no action.
CORE
PAI (Personal AI Infrastructure) - Your AI system core. AUTO-LOADS at session start. USE WHEN any session begins OR user asks about PAI identity, response format, stack preferences, security protocols, or delegation patterns.
youtube-video-to-audio
Download YouTube videos as audio files using yt-dlp
enrich-citations
Find and add authoritative source links for all facts, citations, and references in markdown documents
audio-transcription-cleanup
Transform messy voice transcription text into well-formatted, human-readable documents while preserving original meaning
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