Graph, categorize and visualize the installed Claude Code skill collection. Use when the user wants to map, audit or categorize their skills, move skills into the searchable tier, or asks which skills are broken, dangling, dead, disabled or duplicated — and for any mention of the skill atlas, skill graph or skill…
Find the best skill for the current task across the entire skill library, including the dormant majority whose descriptions are never loaded into context. Use this before starting any nontrivial task — coding, debugging, git operations, planning, reviewing, writing docs, building UI, handling data or config — even…
Converts video tutorials into production-quality SKILL.md files where Claude executes the work, not teaches it. Accepts a YouTube URL, local video file, or pasted transcript. Extracts content, assesses quality and executability, fills gaps with verified research, verifies available tool actions, and outputs a valid…
Establish or audit a structural quality contract for any agent-operated engineering repository: app, library, CLI/tool, plugin, harness, or meta repo. Use when a repo needs charter clarity, docs/decision ownership, type-native validation gates, evidence paths, safe action policy, cold-start legibility, maturity proof…
Steward public stories about any work — creation ethics, application ethics, and maintenance of the story plus its disclosures (generated, drafted, curated, authored). Use when writing a public article, origin story, talk, README narrative, or showcase about how work was made; when publishing ethics and decisions; or…
A guide for taking apart a Codex Skill and explaining its design in plain language. A Skill is a set of instructions and supporting files that guides an AI coding agent through a task.
Design and review intuitive, scalable, maintainable HTTP APIs. Use this skill whenever the user wants to design a new REST API, review an existing API or spec, write OpenAPI 3.x definitions, or work with HTTP semantics (GET/POST/PUT/PATCH/DELETE), status codes, idempotency (Idempotency-Key), error envelopes (RFC 7807…
Design relational database schemas (and choose when to go NoSQL) that stay maintainable and fast. Use this skill whenever the user mentions tables, DDL, entities and relationships, normalization (1NF/2NF/3NF), primary and foreign keys, UUID vs bigint IDs, indexes (B-tree, composite, covering, partial), EXPLAIN…
Build GenAI and agentic applications with the genai-tk toolkit (https://github.com/tclatos/genai-tk) — a YAML-driven wrapper over LangChain, LangGraph, and 100+ LLM providers. Use this skill whenever the user mentions genai-tk, genaitk, the GenAI Toolkit, cli init, LangchainAgent, getllm/getembeddings…
Comprehensive 4D v21 development expert with embedded official documentation. Covers ORDA patterns, entity classes, data model classes, queries, classic methods, data types, error handling, forms, events, web server, and REST API. Use when working with 4D files (.4dm), 4D language questions, 4D project structure…