GitHub
ci-compliance
Validate code changes against CI/CD requirements (lint, test, build, commit messages) for Go, Web, and Python subsystems before pushing
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GitHub
init-problem-tree
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.
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GitHub
solve-node
Analyzes a single problem tree node and either decomposes it into sub-problems OR solves it directly. Never handles multiple nodes or siblings.
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GitHub
convert-to-json
Convert a markdown PRD document into Ralph's prd.json format for autonomous implementation
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GitHub
generate-prd
Generate a structured PRD (Product Requirements Document) with user stories from a natural language project description
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GitHub
ralph
Implement the next PRD story autonomously - reads prd.json, picks highest priority incomplete story, implements it, commits, and marks complete
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GitHub
content-personalization
Personalize textbook chapter content for logged-in users based on their background, preferences, and learning style collected during signup.
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GitHub
chapter-translation
Translate textbook chapter content into Urdu on demand while preserving technical accuracy and formatting.
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GitHub
user-profile-management
Manage user signup/signin and collect software/hardware background to enable personalized content in the Physical AI & Humanoid Robotics textbook.
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GitHub
subagent-coordinator
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.
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GitHub
rust-performance
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...
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GitHub
batch-comps
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.
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GitHub
deploy-staging
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...
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GitHub
safe-migrate
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...
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GitHub
deploy-functions
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...
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GitHub
cost-report
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...
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GitHub
title-intelligence
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...
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GitHub
regenerate-embeddings
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...
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GitHub
test-e2e
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...
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GitHub
pr-production
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...
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GitHub
title-pipeline
Orchestrates full title processing workflow (collect → embed → comps → format-fit). This skill should be used for processing new titles end-to-end, running overnight batch processing on recent additions, or ens...
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GitHub
batch-format-fit
Batch format suitability analysis using GPT-4o across 5 content formats (Film, TV Series, Animation, Microdrama, Audio Drama). This skill should be used for analyzing format fit on multiple titles, generating c...
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GitHub
analytics
Generate GA4 analytics reports for KStoryBridge dashboard. Use for daily summaries, weekly deep-dives, funnel analysis, traffic source breakdowns, and realtime monitoring. Priority focus on user acquisition and...
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GitHub
batch-intelligence
Batch data collection from Korean webtoon/webnovel platforms (Naver, Kakao, Manta) with auto-ingest to titles table. This skill should be used for collecting metrics on multiple titles, refreshing stale data, o...
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