Bootstrap a new realtime eval folder inside this cookbook repo by choosing the right harness from examples/evals/realtimeevals, scaffolding prompt/tools/data fi
Pro frontend engineering discipline. Enforces build-test-verify workflow for every web project. Never declare done until the site is built, tested, responsive,
Improve test coverage in the OpenAI Agents Python repository: run make coverage, inspect coverage artifacts, identify low-coverage files, propose high-impact te
Runs integration tests against Azure SQL Developer (Private Preview, local engine) in CI. Use when setting up GitHub Actions, Azure Pipelines, or GitLab CI to t
Set up and manage Twilio authentication credentials: Auth Tokens, API keys (Standard, Main, Restricted), Access Tokens for client-side SDKs, and credential rota
4 principles for E2E testing discipline — observe first, fix in batches, expect long durations, check container state directly. NO FIXES DURING OBSERVATION RUNS
Create the required PR-ready summary block, branch suggestion, title, and draft description for openai-agents-python. Use before the final response whenever the
Use this skill to fix an agent after eval failures. Classifies root causes (instruction gaps, boundary violations, routing failures, knowledge gaps, scoring iss
Diagnose Microsoft Purview Data Lifecycle Management (DLM) issues in Exchange Online. Use this skill when a user reports: retention policy not applying to workl
Browser automation CLI for AI agents. Use when the user needs to interact with websites, verify dev server output, test web apps, navigate pages, fill forms, cl
Use this skill to generate an export from agentspec.json without running a build. Produces a single self-contained HTML file with three tabs: Brief (design stat
Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical
Adapt a skill written for another AI coding assistant (Claude Code, Cursor, etc.) into a properly structured Amplifier SKILL.md file. Reads the source skill, id
Meta-skill for creating new DLM diagnostic skills. Use this skill when you need to author a new troubleshooting guide (SKILL.md + reference files) that follows
Use this skill to run the MCS build pipeline verify-fix harness against the canonical kitchen-sink agent. The harness reads back every component from MCS via AP
Optimize CircleCI configuration for speed, reliability, and maintainability. Use when users ask to improve .circleci/config.yml, reduce CI runtime, tune caching
Use this skill when the user asks Claude to autonomously test, fix, review, and merge a change end-to-end. Detects which lane(s) changed (frontend / backend / f
Twilio CLI reference for managing Twilio resources from the terminal. Covers installation, credential profiles, phone number provisioning, sending SMS and email
Use when verifying that completed work actually works. Auto-surface during /verify mode, post-implementation review, or before claiming a task is done. Teaches
Build typed data visualizations in TypeScript. Use when the user wants TypeScript visualization code, typed data models, browser visualization components, UML-l
Meta-skill for creating new DLM diagnostic skills. Use this skill when you need to author a new troubleshooting guide (SKILL.md + reference files) that follows
Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output be
Comprehensive quality assurance for AI-Native development tutorials across all tracks (Foundation, Advanced, Terminal). Use when reviewing content for accuracy,
Use when the task requires automating a real browser from the terminal (navigation, form filling, snapshots, screenshots, data extraction, UI-flow debugging) vi
Guide for creating new Amplifier modules including protocol implementation, entry points, mount functions, and testing patterns. Use when creating new modules o
Build, review, refactor, or architect ASP.NET Core web applications using current official guidance for .NET web development. Use when working on Blazor Web App