io.github.microsoft/ai-agents-for-beginners/azure-openai-to-responses

Migrasi aplikasi Python dari Azure OpenAI Chat Completions ke Responses API. Meliputi migrasi klien AzureOpenAI/AsyncAzureOpenAI ke endpoint v1, penstriman, alat, output berstruktur, multi-sesi, pengesahan EntraID, dan pemeriksaan keserasian model. Berfokus pada Python dan khusus untuk Azure OpenAI. GUNA UNTUK: migrasi ke responses API, bertukar dari chat completions, openai responses, peningkatan openai SDK, migrasi responses API, berpindah dari completions ke responses, migrasi gpt-5, migrasi python azure openai, chat completions ke responses, AzureOpenAI ke klien OpenAI, peningkatan python azure openai. JANGAN GUNA UNTUK: membina aplikasi baru dari awal (mulakan terus dengan responses), migrasi Node/TypeScript/C#/Java/Go (kemahiran ini hanya untuk Python), persediaan infrastruktur Azure (guna azure-prepare), penyebaran model (guna microsoft-foundry).

io.github.clockworklabs/SpacetimeDB/typescript-server

SpacetimeDB TypeScript server module SDK reference. Use when writing tables, reducers, or module logic in TypeScript.

io.github.PostHog/posthog/debugging-local-task-agent-runs

Debug the output of local PostHog task runs — the wizard cloud-run path that executes inside a Docker sandbox under the local Temporal `process-task` workflow (the wizard that integrates PostHog, then the coding agent that commits and opens the PR). Use when a local run looks stuck, failed, or silent, or when you need to read the wizard or agent logs. Covers the `.env.local` keys + `ai_features` intent required for cloud runs locally, finding the task UUID (docker ps, temporal CLI, Temporal UI at localhost:8081), tailing live logs inside the sandbox container (`/tmp/posthog-wizard.log`, `/tmp/agent-server.log`), and reading the durable per-run console log from object storage after the sandbox is torn down. Trigger terms: task-sandbox, run_wizard, agent-server, process-task, SANDBOX_PROVIDER, LLM_GATEWAY, cloud_run, posthog-wizard.log.

io.github.NVIDIA/skills/vss-deploy-detection-tracking-3d

Deploy and operate the RTVI-CV-3D microservice as MV3DT (`MODE=mv3dt`): per-camera DeepStream perception plus BEV Fusion over calibrated cameras. Supports the bundled sample dataset, custom video files, and RTSP streams, and chains to `vss-generate-video-calibration` when calibration is missing. Use `vss-deploy-profile` for the full warehouse blueprint and `vss-deploy-detection-tracking-2d` for single-camera 2D detection.

io.github.forcedotcom/salesforcedx-vscode/typescript

TypeScript coding standards — apply when writing, reviewing, or refactoring .ts/.tsx, or naming/renaming .ts files (camelCase casing).

io.github.open-metadata/OpenMetadata/code-review

Use to review code changes with a two-stage process - first checking spec/requirements compliance, then code quality. Works on staged changes, branches, or PRs.

io.github.abhigyanpatwari/GitNexus/gitnexus-impact-analysis

Use when the user wants to know what will break if they change something, or needs safety analysis before editing code. Examples: "Is it safe to change X?", "What depends on this?", "What will break?"

io.github.abhigyanpatwari/GitNexus/gitnexus-guide

Use when the user asks about GitNexus itself — available tools, how to query the knowledge graph, MCP resources, graph schema, or workflow reference. Examples: "What GitNexus tools are available?", "How do I use GitNexus?"

io.github.abhigyanpatwari/GitNexus/gitnexus-exploring

Use when the user asks how code works, wants to understand architecture, trace execution flows, or explore unfamiliar parts of the codebase. Examples: "How does X work?", "What calls this function?", "Show me the auth flow"

io.github.abhigyanpatwari/GitNexus/gitnexus-debugging

Use when the user is debugging a bug, tracing an error, or asking why something fails. Examples: "Why is X failing?", "Where does this error come from?", "Trace this bug"

io.github.abhigyanpatwari/GitNexus/gitnexus-cli

Use when the user needs to run GitNexus CLI commands like analyze/index a repo, check status, clean the index, generate a wiki, or list indexed repos. Examples: "Index this repo", "Reanalyze the codebase", "Generate a wiki"

io.github.bitwarden/server/writing-server-code

Bitwarden server code conventions for C# and .NET. Use when working in the server repo, creating commands, queries, services, or API endpoints. Also use when writing xUnit tests with `SutProvider`/`BitAutoData`, registering DI, or generating entity IDs.

io.github.remotion-dev/remotion/writing-docs

Guides for writing and editing Remotion documentation. Use when adding docs pages, editing MDX files in packages/docs, or writing documentation content.

io.github.codestable/CodeStable/cs-refactor

Refactor 主入口。触发：优化/重构/拆分/性能/代码太长，且不改变行为、不新增需求。不要用于新增功能(cs-feat)、修复 bug(cs-issue)、对外文档(cs-docs)、大需求拆解(cs-epic)。

io.github.exceptionless/Exceptionless/backend-testing

Use this skill when writing or modifying C# tests — unit tests, integration tests, or test fixtures. Covers xUnit patterns, AppWebHostFactory for integration testing, FluentClient for API assertions, ProxyTimeProvider for time manipulation, and test data builders. Apply when adding new test cases, debugging test failures, or setting up test infrastructure.

io.github.exceptionless/Exceptionless/backend-architecture

Use this skill when working on the ASP.NET Core backend — adding controllers, services, repositories, validators, authorization, WebSocket endpoints, jobs, Foundatio infrastructure, configuration, or Aspire orchestration. Prefer this as the backend entrypoint for project layering, C# conventions, logging, ProblemDetails, security-sensitive config, and OpenAPI baseline updates.

io.github.OpenBMB/PilotDeck/frontend-slides

Create animation-rich browser-based HTML presentations from scratch, enhance existing HTML decks, or convert PowerPoint files into web presentations. Use only when the requested deliverable is HTML or a browser presentation; do not use when the user needs an editable native .pptx file.

io.github.pollinations/pollinations/tinybird-deploy

Deploy Tinybird pipes and datasources for enter.pollinations.ai observability with the Tinybird Forward CLI.

io.github.dotnet/runtime/code-review

Review code changes in dotnet/runtime for correctness, performance, and consistency with project conventions. Use when reviewing PRs or code changes.

io.github.alpic-ai/skybridge/mcp-app-builder

Guide developers through creating and updating MCP apps. Covers the full lifecycle: brainstorming ideas against UX guidelines, bootstrapping projects, implementing tools/views, debugging, running dev servers, deploying and connecting apps to ChatGPT. Use when a user wants to create or update a MCP app, MCP server or use the Skybridge framework.

io.github.XiaomiMiMo/MiMo-Code/codex

Run, configure, and troubleshoot OpenAI Codex CLI in non-interactive headless environments. Use for Codex automation in Bash or PowerShell, native Windows or WSL2, shell scripts, CI/CD, Docker, Kubernetes, remote servers, agent harnesses, or batch jobs; for constructing `codex exec` commands; selecting sandbox and approval modes; consuming JSONL events or structured output; resuming sessions; passing prompts through stdin; and handling failures caused by unavailable interactive input such as `request_user_input`.

io.github.ccxt/ccxt/ccxt-python

CCXT cryptocurrency exchange library for Python developers. Covers both REST API (standard) and WebSocket API (real-time). Helps install CCXT, connect to exchanges, fetch market data, place orders, stream live tickers/orderbooks, handle authentication, and manage errors in Python. Use when working with crypto exchanges in Python projects, trading bots, data analysis, or portfolio management. Supports both sync and async (asyncio) usage.

io.github.ccxt/ccxt/new-exchange

Scaffold a new CCXT exchange integration in TypeScript, following the certified-exchange template. Walks through describe(), required unified methods, parsers, capability flags, sandbox setup, and static fixtures. Use when adding support for an exchange that does not exist yet under ts/src/.

io.github.ccxt/ccxt/ccxt-typescript

CCXT cryptocurrency exchange library for TypeScript and JavaScript developers (Node.js and browser). Covers both REST API (standard) and WebSocket API (real-time). Helps install CCXT, connect to exchanges, fetch market data, place orders, stream live tickers/orderbooks, handle authentication, and manage errors. Use when working with crypto exchanges in TypeScript/JavaScript projects, trading bots, arbitrage systems, or portfolio management tools. Includes both REST and WebSocket examples.