Review and edit OpenAI Cookbook notebooks, Markdown, and MDX for technical accuracy, clarity, grammar, consistency, runnable examples, and repository publication requirements. Use for editorial reviews, pre-merge documentation checks, or notebook Markdown-cell sweeps in openai-cookbook.
Bootstrap a new realtime eval folder inside this cookbook repo by choosing the right harness from examples/evals/realtimeevals, scaffolding prompt/tools/data files, generating a useful README, and validating it with smoke, full eval, and test runs. Use when a user wants to start a new crawl, walk, or run realtime eval…
Guide for building Bicep files for Azure API Management (APIM) and related Azure services. Use when users want to create, modify, or understand Bicep templates for APIM instances, APIs, backends, subscriptions, policies, products, loggers, diagnostics, and MCP servers. This skill provides Bicep syntax, patterns from…
Guide for creating Terraform files for Azure API Management (APIM) and related Azure services. Use when users want to create, modify, or understand Terraform configurations for APIM instances, APIs, backends, subscriptions, policies, products, loggers, diagnostics, and supporting infrastructure using the azurerm…
Guide for creating new AI Gateway labs. Use when users want to create a new lab in the labs/ folder. This skill provides the standard lab structure, templates, and patterns used across the AI Gateway repository including Jupyter notebooks, Bicep infrastructure templates, APIM policies, and README documentation.
The Atlas build → verify → image → publish pipeline, plus the upstream-sync PR automation. Turns a merged commit into a serve-matrix-verified avarok/atlas-gb10 image that users can pull. Use when cutting an image, closing the main→:latest staleness gap, wiring the release gate, or auto-syncing the fork and opening a…
Enforce the measurement discipline for any performance claim (tok/s, TTFT, TPOT, wall, accuracy). Invoke BEFORE measuring, comparing, or quoting a perf number, and before writing one into a commit message, PR comment, BENCH.toml, or report. Born from the 2026-08-15 decode-rate flip-flop (29→34→13 asserted in sequence…
Deploy a self-hosted, OpenAI-compatible LLM API gateway using CLIProxyAPI (CPA) fronted by Cloudflare — a temp-email Worker (Workers + D1 + Email Routing), credential hot-reload into CPA, and a Cloudflare Tunnel for HTTPS. For learning the Cloudflare + CPA architecture and managing credentials you are authorized to…
React and Next.js performance guidelines from Vercel Engineering. Use when writing, reviewing, or refactoring React components, hooks, client data fetching, rendering behavior, bundle imports, async request flows, or Next.js pages and server code.
Analyzes a Delphi / Object Pascal codebase to extract unit-level uses dependencies. Use when the user uploads a zip / archive of a Delphi project, or a folder of .pas / .dpr / .dpk files, and asks for a dependency graph, architecture map, cycle detection, fan-in / fan-out coupling analysis, or wants to know how units…
A release procedure for publishing the `@qingchencloud/cj2api` package to npm, a registry for JavaScript and TypeScript packages. It covers version changes, Git tags, checks, and pushing the release to GitHub.
A maintenance guide for a built-in test page written in TypeScript. The page tests chat and model API endpoints and includes examples in cURL, Python, and Node.js.
A job-search management guide for handling one candidate's applications, resumes, interviews, research, and progress records. The description is partly in Chinese and refers to a Python implementation.
Self-hosted OpenAI-compatible speech service. /v1/audio/transcriptions fronts 14 open ASR models (Whisper, Parakeet, Nemotron-3.5-ASR, Canary, Sherpa-ONNX, Vosk, plus wav2vec2 and ZIPA phoneme recognizers that emit IPA); /v1/audio/transcriptions/stream accepts live PCM over WebSocket. /v1/audio/speech fronts 3 TTS…