Catalog
Every x402, MPP, MCP, and skill listing we've indexed, normalized, and enriched.
Hybrid Search Architect
Designs a hybrid retrieval pipeline combining dense vector search and BM25 sparse search with reciprocal rank fusion, and explains when to use each configuration.
Hallucination Risk Reviewer
Reviews an AI-generated response or LLM application output for factual risks, hallucination patterns, and confidence calibration issues.
Git Commit Writer
Generates conventional commit messages from staged changes or a diff.
Form UX Optimizer
Reviews web forms for usability issues — field ordering, validation messages, error states, and accessibility.
Flaky Test Analyzer
Diagnoses why tests pass inconsistently and suggests fixes for timing, ordering, and state isolation issues.
FAQ Generator
Generates a comprehensive FAQ section for any product, API, or documentation page.
Error Log Summarizer
Parses raw error logs and produces a concise, prioritized summary of unique issues with root cause hints.
Edge Case Discovery
Systematically identifies edge cases and boundary conditions for any function, API, or user flow.
Documentation Gap Finder
Audits a codebase or docs folder and lists everything that is undocumented, outdated, or unclear.
Docker Compose Generator
Generates production-ready docker-compose.yml files for any application stack.
Database Schema Reviewer
Reviews database schemas for normalization issues, missing indexes, naming inconsistencies, and scalability risks.
Code Review Checklist
Runs a systematic checklist review on any code diff or file, covering correctness, security, performance, and readability.
Changelog Curator
Maintains and formats a CHANGELOG.md following Keep a Changelog conventions from git history or PR list.
Caching Strategy Advisor
Recommends the right caching layer, TTL strategy, and invalidation approach for any application bottleneck.
Bug Root Cause Analyzer
Systematically diagnoses bugs by tracing execution flow and identifying root causes vs symptoms.
Breaking Change Detector
Compares two versions of a codebase or API and flags all breaking changes with migration hints.
Blog Outline Generator
Generates a detailed, SEO-optimized blog post outline with H2/H3 structure, key points per section, and a hook.
Auth Flow Planner
Designs a secure authentication and authorization flow for any application, covering login, sessions, roles, and edge cases.
Article Repurposer
Takes a long-form article and repurposes it into multiple formats: tweet thread, LinkedIn post, TL;DR, and key quotes.
Architecture Explainer
Reads a codebase or system description and produces a clear, structured architecture overview with diagrams.
REST API Endpoint Designer
Designs RESTful API endpoints following OpenAPI spec and industry best practices.
API Documentation Generator
Generates OpenAPI-compatible documentation for REST API endpoints from code or route definitions.