Topic · AI & LLM Engineering

Best LLM API integration skills for Claude Code, Codex and other agents.

Skills that call model APIs correctly: streaming, caching, batching, retries and token limits.
skills
218
official
25

LLM API integration skills, ranked

Ranked by score. Sort bymost stars,trending,newest,recently updated

LLM API integration skills, ranked
#SkillRepositoryStarsUsed inTokensAuto-checkLicenceUpdated
1

Reference of Claude API examples and guides covering tool use, vision, RAG, classification, summarization, text-to-SQL, prompt caching and agent patterns.

2025Emma/vibe-coding-cn23k1 repo~2.2kAutomated safety check: PassMIT9 mo ago
2

Operates an opencodex (`ocx`) proxy: finds CLI tasks offline, checks local configuration, and manages accounts, providers, models, routing and usage reports.

lidge-jun/opencodex17k—~3.1kAutomated safety check: PassMITtoday
3

Gives text-only models sight by running the modlens CLI on an image path or URL and returning structured JSON evidence with transcribed text, layout and semantics.

liustack/modlens4.1k—~1.3kAutomated safety check: NotesMIT3 days ago
4

Sets up access to the 9Router AI gateway, an OpenAI-compatible REST endpoint for chat, images, speech, embeddings, web search and web fetch, and indexes its capability skills.

decolua/9router30k—~744Automated safety check: PassMIT6 days ago
5

Adds persistent memory to Vercel AI SDK apps with the Mem0 provider, using a wrapped model or standalone retrieve and store utilities.

mem0ai/mem067k—~1.9kAutomated safety check: PassApache-2.0yesterday
6

Multi-LLM collaborative brainstorming and planning. An agent skill from gcpdev/llm-council-skill.

gcpdev/llm-council-skill4611 repo~1kAutomated safety check: NotesMIT9 mo ago
7

Sends chat and code-generation requests through a 9Router gateway using OpenAI or Anthropic message formats, with streaming and auto-fallback combos.

decolua/9router30k—~635Automated safety check: PassMIT6 days ago
8

A skill your agent uses when a PinMe project (Worker TypeScript) needs to call OpenRouter-backed LLM APIs, including models, chat/completions, streaming, or OpenRouter web search.

glitternetwork/pinme3.7k1 repo~2.8kAutomated safety check: PassMIT25 days ago
9

Build apps with the Claude API or Anthropic SDK. An agent skill from Kocoro-lab/Kocoro.

Kocoro-lab/Kocoro4148 repos~4.5kAutomated safety check: PassApache-2.01 mo ago
10

Reference for building on Microsoft Foundry with the azure-ai-projects Python SDK: project clients, versioned agents, evaluations, connections, datasets and indexes.

microsoft/skills3.1k6 repos~2.8kAutomated safety check: PassMITyesterday
11

Fetches RSS feeds from 90 top Hacker News blogs (curated by Karpathy), uses AI to score and filter articles, and generates a daily digest in Markdown with Chinese-translated titles, category…

vigorX777/ai-daily-digest1.6k—~1.3kAutomated safety check: PassNo licence7 mo ago
12
12.Gemini API DevOfficial

A skill your agent uses when writing code that calls the Gemini API for text generation, multi-turn chat, multimodal understanding, image generation, video generation, speech generation (TTS), voice…

google-gemini/gemini-skills4.3k—~5.1kAutomated safety check: PassApache-2.0yesterday
13

Guides adding an LLM provider to DeepChat through explicit source changes: collect the provider details, pick a transport path and add registry entries and tests.

ThinkInAIXYZ/deepchat6.4k1 repo~1.2kAutomated safety check: PassApache-2.04 days ago
14

Shows how to call NEAR AI Cloud through an OpenAI-compatible API and verify that inference ran in a TEE, using attestation checks and signed chat responses.

internet-court/internet-court-skill6.4k2 repos~1.3kAutomated safety check: PassUnknown1 mo ago
15

A skill your agent uses when building real-time, bidirectional streaming applications with the Gemini Live API, or migrating legacy Live models (2.0/2.5/3.1) to Gemini 3.8 Live.

google-gemini/gemini-skills4.3k—~4.6kAutomated safety check: PassApache-2.0yesterday
16

Guides changes to the cursor-byok server so provider conversation history stays append-only and each turn's history remains an exact prefix of the next, protecting prefix caches.

leookun/cursor-byok3.2k—~1.3kAutomated safety check: PassMIT9 days ago
17

Documents OmniRoute's cache endpoints for reading cache statistics and clearing entries, statistics or the reasoning cache, with notes on TTL and similarity settings.

diegosouzapw/OmniRoute74k1 repo~529Automated safety check: PassMITtoday
18

Builds AI chat interfaces and conversational UI with streaming responses, context management, and multi-modal support.

ancoleman/ai-design-components5261 repo~3.4kAutomated safety check: PassMIT10 mo ago
19

Runs a task through Codex and Gemini CLIs in parallel alongside Claude, then synthesizes the three outputs into one answer with agreements and conflicts called out.

zereight/gitlab-mcp2k1 repo~657Automated safety check: PassMITyesterday
20

Checks that ReasoningConfig fields are serialized into the right provider-specific JSON for OpenRouter, Anthropic, GitHub Copilot and Codex requests.

tailcallhq/forgecode7.6k—~1kAutomated safety check: PassApache-2.0today
21

A skill your agent uses when the user wants to fact-check an article or verify factual claims in a document.

MigoXLab/dingo757—~833Automated safety check: PassApache-2.09 days ago
22

Convert an academic paper PDF into a publish-ready, self-contained single-page project homepage (a self-contained index.html) — the kind of paper landing page researchers host on GitHub Pages.

QuZhan51496/paper2anything468—~3.3kAutomated safety check: NotesApache-2.02 mo ago
23

Turn 2+ user reference images into a high-fidelity animated Codex companion using PocketMen's own local stack.

six-nut/PocketMen-with-you310—~2.6kAutomated safety check: PassMIT6 days ago
24

Lets an agent drive DeepChat's bundled CLI for model calls, media generation, transcription, OCR, artifacts, configuration, Skills and MCP operations, within strict command rules.

ThinkInAIXYZ/deepchat6.4k—~1.5kAutomated safety check: PassApache-2.04 days ago
25

Operates the ccproxy inspector MITM system for intercepting, inspecting, and transforming LLM API traffic.

starbaser/ccproxy348—~2.7kAutomated safety check: PassUnknown1 mo ago
26

AI-powered GitHub PR/Issue reviews with agentic codebase access.

AsyncFuncAI/AsyncReview459—~2.1kAutomated safety check: PassMIT5 mo ago
27

Daily paper/repo digest where YOU are the reader. An agent skill from AI45Lab/iDeer.

AI45Lab/iDeer416—~2.3kAutomated safety check: NotesAGPL-3.02 mo ago
28

Looks up which AI models an OmniRoute gateway can reach, creates or updates model aliases and tests whether individual models respond.

diegosouzapw/OmniRoute74k1 repo~589Automated safety check: PassMITtoday
29

Create or operate a portable, auditable Chinese book-review short-video workflow from a clean local workspace.

jaxxchen003/book-video-factory104—~2.4kAutomated safety check: PassMIT1 mo ago
30

A skill your agent uses when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation with citations (for example: Codex, Responses API, Chat Completions…

aafqaq/codex-lb-enhanced1023 repos~861Automated safety check: PassApache-2.0yesterday
31

Use iDeer as a daily paper-reading workflow for chatbot-first users such as Codex, Gemini, or ChatGPT.

AI45Lab/iDeer416—~3kAutomated safety check: NotesAGPL-3.02 mo ago
32

Call the free Agnes text model API for chat completions, streaming answers, coding help, tool-calling experiments, and OpenAI-compatible text generation.

kangarooking/agnes-free-model-skills198—~630Automated safety check: PassMIT4 mo ago
33

Migrate Python apps from Azure OpenAI Chat Completions to the Responses API.

microsoft/ai-agents-for-beginners77k—~6kAutomated safety check: NotesMIT18 days ago
34

Stop and consult this skill whenever your response would include specific facts about Anthropic's products.

syahiidkamil/Software-Engineer-AI-Agent-Atlas3974 repos~651Automated safety check: PassNo licence3 mo ago
35

Helps show a model provider's usage, balance or quota in PiDeck: checks built-in support, points to the dialog templates, or writes a custom probe entry.

ayuayue/PiDeck1k—~1.4kAutomated safety check: PassMITtoday
36
36.Afm

Maintain and extend AFM (maclocal-api), a Swift OpenAI-compatible local LLM server and CLI for Apple Foundation Models, MLX models, API gateway proxying, and Vision OCR.

scouzi1966/maclocal-api345—~1.2kAutomated safety check: PassMITyesterday
37

Refreshes the OpenAI and Anthropic model lists in Typebot's forge blocks using models.dev as the reference, adding new models first and keeping older ones.

baptisteArno/typebot.io11k—~275Automated safety check: PassUnknownyesterday
38

Build async web applications and APIs with Starlette 1.0, the lightweight ASGI framework for Python.

simonw/research781—~8.6kAutomated safety check: NotesNo licence2 days ago
39

Guides users through ccproxy as an OpenAI-compatible and Anthropic-compatible LLM API server with SDK integration, OAuth authentication, sentinel key substitution, model routing, and troubleshooting.

starbaser/ccproxy348—~4kAutomated safety check: PassUnknown1 mo ago
40

A skill your agent uses when building applications with Gemini API hosted models, including Gemini and Gemma 4, working with multimodal content (text, images, audio, video), implementing function…

Ayuilos/Miffan1821 repo~1.4kAutomated safety check: PassAGPL-3.0yesterday
41

Update the libs/ SDK submodules (openai-go, anthropic-sdk-go, go-genai) to new upstream/fork versions, adapt tingly-box to API changes, and verify with build + vet + tests.

tingly-dev/tingly-box351—~830Automated safety check: PassMPL-2.0today
42

A skill your agent uses for Codex models/pricing, scheduled tasks, skills, settings, setup, troubleshooting, customization, automations, and self-knowledge—including 'you,' 'your,' 'this app,' or…

theowenyoung/home1151 repo~1.4kAutomated safety check: PassApache-2.010 days ago
43

Guides building, debugging and tuning apps on the Claude API and Anthropic SDK, including prompt caching, and migrating code between Claude model versions.

warpdotdev/warp65k3 repos~8.2kAutomated safety check: PassApache-2.0today
44

A skill your agent uses when writing code that calls the Gemini API for text generation, multi-turn chat, multimodal understanding, image generation, video generation, streaming responses…

Ayuilos/Miffan182—~4.6kAutomated safety check: PassAGPL-3.0yesterday
45

TanStack AI (alpha) provider-agnostic type-safe chat with streaming for OpenAI, Anthropic, Gemini, Ollama.

secondsky/claude-skills2271 repo~3.6kAutomated safety check: NotesMIT9 days ago
46
46.AI

A skill your agent uses when calling the app's AI gateway from agent tools — chat completions, embeddings, listing models, configuring defaults or BYOK, reading token/cost usage

butterbase-ai/butterbase-skills534—~1.1kAutomated safety check: PassMIT2 days ago
47
47.Agent AdvisorOfficial

Entry point for AI-agent work on AWS: pick a runtime, plan a migration for existing workloads, and build an executable POC — one phased flow.

aws/agent-toolkit-for-aws2.8k—~4.9kAutomated safety check: PassApache-2.0today
48

A skill your agent uses when you need documentation for a third-party library, SDK, or API before writing code that uses it — for example, "use the OpenAI API", "call the Stripe API", "use the…

sudomakes/backroad162—~1kAutomated safety check: PassMIT3 mo ago

Questions, answered from the data.

What is the best LLM API integration skill?

Claude Cookbooks Reference from 2025Emma/vibe-coding-cn ranks first of the 218 LLM API integration skills listed here, with the highest score: its repository has 23k GitHub stars, 1 other GitHub owner carry a copy, its SKILL.md loads about 2.2k tokens and it passes the automated safety check with no findings. Next come OpenCodex Proxy Operations and ModLens Image Vision Bridge.

Which LLM API integration skills are official?

25 of the 218 LLM API integration skills are official, published by the vendor's own GitHub organization: Azure AI Projects Python SDK, Gemini API Dev, Gemini Live API Dev, Azure Openai To Responses, Agent Advisor and 20 more.

How are these skills ranked?

By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.