AI & LLM Engineering · OpenAI

在本机 Mac 或 Apple Silicon 上部署 Gemma 4 12B。本地安装/升级 llama.cpp，下载 GGUF 量化模型，用 llama-server 暴露 OpenAI-compatible API，或用 Ollama 暴露本地模型服务；按用户需求在默认 Q4KM、64K/128K 长上下文、QAT Q40 @ 256K、左右对比演示之间选择，配置 tmux…

majiayu000/spellbook

Instrument an application with Sentry — detect the platform, install and initialize the SDK if needed, and wire up any signal — error monitoring, tracing/performance, logging, metrics, profiling…

getsentry/sentry-for-ai

Python SDK for inference.sh - run AI apps, build agents, and integrate with 150+ models.

aiskillstore/marketplace

A skill your agent uses when benchmarking browsing-skills actions, comparing a maintained site skill against a no-skill browser agent, measuring OpenAI API token usage, wall time, API calls…

browsing-skills/browsing-skills

A comprehensive AI model routing system that automatically selects the optimal model for any task.

sundial-org/awesome-openclaw-skills

Recommend curated prompts from a 10,000+ real-world image generation prompt library.

LeoYeAI/openclaw-master-skills

Enables an Openclaw agent to spawn sub-agents (child Openclaw instances) when a task is too large, complex, or parallel to handle alone.

LeoYeAI/openclaw-master-skills

A skill your agent uses when designing, auditing, refactoring, or explaining an agentic harness for any domain, especially when work must continue from a measured gap to verified completion.

AnastasiyaW/codex-claude-code-config

Add tools, agents, and handoffs to an existing Agent Kernel project.

yaalalabs/agent-kernel

How to swap the VLM in the VSS Alerts Blueprint — covers RTVI-VLM microservice deployment methods, all three VLM consumers (rtvi-vlm, vlm-as-verifier, vss-agent), and health checks.

NVIDIA/skills

Generate images via OpenRouter. An agent skill from QinghongLin/data2story-skill.

QinghongLin/data2story-skill

Three-layer PII anonymization for session transcripts (therapy, coaching, consulting, mentoring).

glebis/claude-skills

小红书全能助手 — 文案生成、封面制作、内容发布与管理。当用户要求写小红书笔记、生成小红书文案/标题/封面、发小红书、搜索小红书、评论点赞收藏等任何小红书相关操作时使用。支持一站式从文案创作到自动发布的完整流程。封面AI生图需配置可选环境变量（GEMINIAPIKEY 或 IMGAPIKEY 或 HUNYUANSECRETID+KEY）。

LeoYeAI/openclaw-master-skills

Create tokens on-chain, check fee earnings, check Kibi Credit balance, trigger agent credit reload, and interact with KibiBot's Agent API and Kibi LLM Gateway.

LeoYeAI/openclaw-master-skills

A skill your agent uses when debugging, comparing, or regression-testing LLM / agent calls — when the user wants to capture LLM traffic, see a conversation as a branchable DAG, fork an alternative…

ccplugins/awesome-claude-code-plugins

This skill helps an LLM generate correct AI provider setup and configuration code using @ax-llm/ax.

dosco/aithy

Generate or edit raster images through an OpenAI-compatible image API.

hashgraph-online/awesome-codex-plugins

Monitor and optimize LLM costs using Langfuse analytics and dashboards.

jeremylongshore/tons-of-skills-marketplace

Migrate from OpenAI/GPT to Anthropic/Claude — API differences, Use when working with migration-deep-dive patterns.

jeremylongshore/tons-of-skills-marketplace

Migrate an application to or from Cohere with a provider adapter, parallel embedding index, quality evaluation, canary traffic, and rollback.

jeremylongshore/tons-of-skills-marketplace

Works correctly with LangChain 1.0's typed content blocks on AIMessage.content — text, tooluse, image, thinking, document — across Claude, GPT-4o, and Gemini, including multi-modal composition and…

jeremylongshore/tons-of-skills-marketplace

Build and query vector stores with LangChain 1.0 without getting burned by flipped score semantics, embedding-dim mismatches, reranker quirks, and chunk-splitter bugs.

jeremylongshore/tons-of-skills-marketplace

Invoke Claude, GPT-4o, and Gemini through LangChain 1.0 without tripping on the content-block, token-accounting, and structured-output quirks that silently break production code.

jeremylongshore/tons-of-skills-marketplace

Manage LangChain 1.0 prompts like code — LangSmith prompt hub versioning, XML-tag conventions for Claude, few-shot example selection, discriminated-union extraction schemas, and A/B test wiring.

jeremylongshore/tons-of-skills-marketplace

Rate-limit LangChain 1.0 calls correctly across multi-worker deployments — Redis-backed limiters, asyncio.Semaphore, narrow exception whitelists, and provider-specific throttle handling.

jeremylongshore/tons-of-skills-marketplace

Compose LangChain 1.0 Python runnables with the production defaults the docs do not warn about: parallel batching, narrow fallbacks, and brace-safe prompts.

jeremylongshore/tons-of-skills-marketplace

Upgrade Langfuse SDK versions and migrate between API changes.

jeremylongshore/tons-of-skills-marketplace

Configure auto-configure Ollama when user needs local LLM deployment, free AI alternatives, or wants to eliminate hosted API costs.

jeremylongshore/tons-of-skills-marketplace

Configure automatic model fallbacks for high availability on OpenRouter.

jeremylongshore/tons-of-skills-marketplace

Implement function/tool calling with OpenRouter models. An agent skill from jeremylongshore/tons-of-skills-marketplace.

jeremylongshore/tons-of-skills-marketplace

Send your first OpenRouter API request and understand the response.

jeremylongshore/tons-of-skills-marketplace

Set up OpenRouter API authentication and configure API keys.

jeremylongshore/tons-of-skills-marketplace

Implement intelligent model routing to optimize cost, quality, and latency on OpenRouter.

jeremylongshore/tons-of-skills-marketplace

Use multiple AI providers (OpenAI, Anthropic, Google, Meta) through OpenRouter's unified API.

jeremylongshore/tons-of-skills-marketplace

Migrate from OpenAI to OpenRouter with minimal code changes.

jeremylongshore/tons-of-skills-marketplace

Optimize OpenRouter request latency and throughput. An agent skill from jeremylongshore/tons-of-skills-marketplace.

jeremylongshore/tons-of-skills-marketplace

Understand and handle OpenRouter rate limits. An agent skill from jeremylongshore/tons-of-skills-marketplace.

jeremylongshore/tons-of-skills-marketplace

Build reusable OpenRouter client wrappers with retries, typing, and middleware.

jeremylongshore/tons-of-skills-marketplace

Migrate to OpenRouter from direct provider APIs or upgrade between SDK/model versions.

jeremylongshore/tons-of-skills-marketplace

Encapsulate Together AI SDK v2 behind a typed adapter with catalog-resolved models, bounded retries, streaming normalization, usage capture, and OpenAI-compatible migration seams.

jeremylongshore/tons-of-skills-marketplace

Add new/custom AI models to opencode.json. An agent skill from IgorWarzocha/Opencode-Workflows.

IgorWarzocha/Opencode-Workflows

Call POST /embeddings on Venice. An agent skill from veniceai/skills.

veniceai/skills

Use Venice's Alpha POST /responses endpoint - an OpenAI-compatible, stateless Responses API with typed output blocks (reasoning, message, functioncall, websearchcall).

veniceai/skills

Adding provider-backed LLM text generation to an Effect-based Golem agent with effect/unstable/ai and an Effect AI provider.

golemcloud/golem

Adding LLM and AI capabilities to a MoonBit Golem agent. An agent skill from golemcloud/golem.

golemcloud/golem

Routes every prompt to the right hosted Ollama model. An agent skill from mvanhorn/printing-press-library.

mvanhorn/printing-press-library

vLLM Ascend plugin for LLM inference serving on Huawei Ascend NPU.

ascend-ai-coding/awesome-ascend-skills

A skill your agent uses when building or restructuring an LLM agent — provider adapter, tool calling, structured output, RAG, agent loop, eval gate, cost routing, tracing, MCP server —…

ericrisco/rsc-harness