A curated set of practical skills and cheat-sheet commands designed to help participants quickly understand, use, and experiment with AI agents during the AI Lab workshop.
This repository also configures its own agents. See what ai-lab-agent-skills tells them →
TSS-Blue-AI-Lab/ai-lab-agent-skills
Skill Claude CodeCodex
Use when reviewing code for bugs with finder, challenger, and referee roles, especially when independent review is needed to reduce false positives.
TSS-Blue-AI-Lab/ai-lab-agent-skills
Skill Claude CodeCodex
Design and implement REST APIs with proper routing, validation, error handling, and documentation. Use when: building backend services, microservices, or adding API endpoints to existing applications.
TSS-Blue-AI-Lab/ai-lab-agent-skills
Skill Claude CodeCodex
Implement authentication and authorization from scratch. Covers signup, login, sessions, JWT, role-based access, and protected routes. Use when: adding auth to a new or existing app.
TSS-Blue-AI-Lab/ai-lab-agent-skills
Skill Claude CodeCodex
Optimize an agent skill through bounded repeated trials, binary evaluations, targeted prompt mutations, and auditable keep/discard decisions. Use when asked to optimize, benchmark, evaluate, or systematically improve an existing skill. Produces an improved candidate skill, run artifacts, a results log, and a mutation…
TSS-Blue-AI-Lab/ai-lab-agent-skills
Skill Claude CodeCodex
Capture a full DevTools-protocol trace of any browser automation — CDP firehose, screenshots, and DOM dumps — then bisect the stream into per-page searchable buckets. Use when the user wants to debug a failed run, audit network/console/DOM activity, attach a trace to an in-progress session, or feed structured per-page…
TSS-Blue-AI-Lab/ai-lab-agent-skills
Skill Claude CodeCodex
Systematic approach to finding and fixing bugs in any codebase. Use when: debugging errors, investigating unexpected behavior, fixing failing tests, or resolving production issues.
TSS-Blue-AI-Lab/ai-lab-agent-skills
Skill Claude CodeCodex
Automated code review for security, quality, and performance. Catches bugs, vulnerabilities, and anti-patterns before they ship. Use when: reviewing PRs, auditing code before release, or checking your own work.
TSS-Blue-AI-Lab/ai-lab-agent-skills
Skill Claude CodeCodex
Review uncommitted git changes for bugs/regressions via Codex MCP and present a structured report. Use when asked to review local changes or find bugs in current work. Requires Codex MCP to be configured.
TSS-Blue-AI-Lab/ai-lab-agent-skills
Skill Claude CodeCodex
Design database schemas, write migrations, and model relationships. Use when: starting a new project that needs a database, adding tables, designing relationships, or optimizing queries.
TSS-Blue-AI-Lab/ai-lab-agent-skills
Skill Claude CodeCodex
Auto-generate documentation from code. Creates READMEs, API docs, and architecture overviews. Use when: a project lacks documentation, onboarding new team members, or preparing code for open source.
TSS-Blue-AI-Lab/ai-lab-agent-skills
Skill Claude CodeCodex
Organize raw project documentation into a focused, cross-linked docs/ structure with an adaptive INDEX.md and a recommended AGENTS.md entry point. Preserve the source's natural document types; create stories only when they already exist and incremental slices only when the user wants them. Use when starting from raw…
TSS-Blue-AI-Lab/ai-lab-agent-skills
Skill Claude CodeCodex
Record one web application feature flow as a compact GIF using an existing Playwright installation. Use when the user asks for a visual demo, changelog artifact, documentation asset, or pull-request evidence. Creates local capture artifacts first; installation, publication, commits, uploads, and pull-request edits…
TSS-Blue-AI-Lab/ai-lab-agent-skills
Skill Claude CodeCodex
Build modern frontend applications with React, Next.js, and Tailwind CSS. Use when: creating web apps, UI components, landing pages, dashboards, or any browser-based interface.
TSS-Blue-AI-Lab/ai-lab-agent-skills
Skill Claude CodeCodex
Complete full-stack development with frontend, backend, database, and deployment. Use when: building apps that need both a UI and a server, APIs with a database, or any project that spans the entire stack.
TSS-Blue-AI-Lab/ai-lab-agent-skills
Skill Claude CodeCodex
Create polished, conversion-optimized landing pages quickly. Use when: building marketing pages, product launches, portfolio sites, or any single-page website that needs to look professional fast.
TSS-Blue-AI-Lab/ai-lab-agent-skills
Skill Claude CodeCodex
Create and run Maestro UI test flows for the app in this repo. Use when writing Maestro YAML flows or verifying app behavior on a device/emulator.
TSS-Blue-AI-Lab/ai-lab-agent-skills
Skill Claude CodeCodex
Coordinate specialized agent roles across complex tasks using dependency-aware planning, explicit ownership, structured handoffs, safe integration, and evidence-based quality gates. Use when work has multiple independent streams or genuinely benefits from isolated expertise; fall back transparently when the runtime…
TSS-Blue-AI-Lab/ai-lab-agent-skills
Skill Claude CodeCodex
Draft and, after approval, capture an observed reusable lesson in a skill's gotchas.md, proposing the file when it is missing. Use after a verified bug, architecture error, process failure, or misunderstanding when the lesson can be generalized without exposing project or user information.
TSS-Blue-AI-Lab/ai-lab-agent-skills
Skill Claude CodeCodex
Run a portable, evidence-based review of the changes intended for merge. Use before merging a branch to inspect correctness, security, maintainability, tests, documentation, and review coverage without modifying the changes.
TSS-Blue-AI-Lab/ai-lab-agent-skills
Skill Claude CodeCodex
Craft and optimize prompts for better AI output. Improve clarity, structure, and effectiveness of prompts for Claude Code, Codex, and other AI tools. Use when: getting poor results from AI, building reusable prompt templates, or creating skills and agents.
TSS-Blue-AI-Lab/ai-lab-agent-skills
Skill Claude CodeCodex
Interactively review and consolidate existing gotchas.md files within an explicitly selected skills root. Use when lessons have accumulated, overlap, conflict, contain stale or sensitive context, or need clearer scope and conditions.
TSS-Blue-AI-Lab/ai-lab-agent-skills
Skill Claude CodeCodex
Clean up and improve existing code safely. Restructure without changing behavior. Use when: code is messy, duplicated, hard to read, or needs modernization.
TSS-Blue-AI-Lab/ai-lab-agent-skills
Skill Claude CodeCodex
Interactively resolve open questions and documentation gaps in project docs. Scans all docs for unknowns, proposes resolutions from existing sources, and interviews the user for the rest. Writes answers back into the correct doc files. Use when: onboarding to a project with incomplete docs, preparing docs for a…
TSS-Blue-AI-Lab/ai-lab-agent-skills
Skill Claude CodeCodex
Create well-structured agent skills following cross-platform best practices. Use when building a new skill, improving an existing one, or creating automation for a recurring workflow.
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: