Discover Documentation skills, compare source repositories and read the instructions for each workflow.
Analyze blast radius, check what will break, review changes before commit. Use for pre-commit review, PR risk assessment, planning safe refactors, or checking if changes are safe to merge. NOT for debugging (us...
Refactor code, rename symbols, extract modules, split services. Plan safe refactoring by mapping dependencies, find what depends on code before moving or deprecating APIs. NOT for quick change impact (use chang...
Debug errors, trace bugs, find root causes. Investigate why code fails, trace execution paths, troubleshoot unexpected behavior, find why functions return wrong values. NOT for exploring unfamiliar code (use ex...
This skill should be used when the user asks to "create a skill", "write a skill", "build a skill", "author a skill", "improve a skill description", "make my skill better", or needs guidance on skill structure,...
Validate code changes against CI/CD requirements (lint, test, build, commit messages) for Go, Web, and Python subsystems before pushing
Initialize a new problem tree for recursive problem solving. Use when the user wants to set up a new problem to solve using the tree decomposition approach.
Analyzes a single problem tree node and either decomposes it into sub-problems OR solves it directly. Never handles multiple nodes or siblings.
Convert a markdown PRD document into Ralph's prd.json format for autonomous implementation
Generate a structured PRD (Product Requirements Document) with user stories from a natural language project description
Implement the next PRD story autonomously - reads prd.json, picks highest priority incomplete story, implements it, commits, and marks complete
Personalize textbook chapter content for logged-in users based on their background, preferences, and learning style collected during signup.
Translate textbook chapter content into Urdu on demand while preserving technical accuracy and formatting.
Manage user signup/signin and collect software/hardware background to enable personalized content in the Physical AI & Humanoid Robotics textbook.
Coordinate all subagents in the Physical AI & Humanoid Robotics textbook project. Assign tasks, validate outputs, and track progress to determine eligibility for extra points and reusable intelligence.
Write high-performance, computational Rust code that parallelizes well and allocates memory efficiently. Use when writing performance-critical Rust code, optimizing existing Rust code for speed or memory, imple...
Batch generation of Hollywood comparable titles using GPT-4o. This skill should be used for generating comps on multiple titles at once, filling gaps in catalog coverage, or running overnight batch processing.
Deploys specified app(s) to Vercel staging environment with build verification, smoke tests, and multi-channel notifications. This skill should be used when the user wants to deploy to staging, test a staging d...
Safely creates and applies database migrations with automatic destructive operation detection, backup creation, and rollback generation. This skill should be used when creating database migrations, applying sch...
Deploys Supabase edge functions individually or in groups (auth, payments, ai, data, email) with health verification and notifications. This skill should be used when deploying edge functions to Supabase, updat...
Tracks and reports API costs for OpenAI, Stripe, and other paid services used by edge functions. This skill should be used when monitoring API spending, identifying cost optimization opportunities, tracking cos...
Orchestrates data collection from Korean webtoon/webnovel platforms (Naver, Kakao, Manta, etc.) and fan engagement sources (Reddit, AO3). This skill should be used when collecting platform metrics for titles, u...
Manages OpenAI embeddings for title vector search, including batch regeneration, single title updates, verification, and cost estimation. This skill should be used when regenerating embeddings for new titles, f...
Runs Playwright E2E tests with smart targeting by app and feature, supports multiple environments (local/staging/production), and can generate new E2E test files. This skill should be used when running E2E test...
Creates a streamlined pull request from v2 (staging) to main (production) with change summary, affected apps detection, and deployment checklist. This skill should be used when ready to deploy staging changes t...
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.