Data and AI skills

johnefemer/skillfish

Skill Claude CodeCodex

Build production AI applications: LLM integration, function calling, streaming, embedding pipelines, guardrails, cost optimization, and evaluation.

orlando-japan/claude-code-setting

Skill Claude CodeCodex

Maximize cache hit rate on Claude API calls to cut latency and cost. Invoke when building or optimizing a production Claude-powered feature.

tolimcn7786/skills

Skill Claude CodeCodex

Compile a natural-language spec into a tiny neural function that runs locally with ProgramAsWeights (PAW). Use it for fuzzy text-in / text-out tasks that a regex can't handle but that are too slow, costly, or overkill to send to a full LLM on every item - classify, categorize, label, or tag text (sentiment, urgency…

ThomasLucking/agents

Skill Claude CodeCodex

Rewrite a user's draft prompt into a stronger, clearer prompt for an AI model using prompt-engineering best practices (natural phrasing, explicit context, response directives, output format stated last, interrogative framing, few-shot examples, chain-of-thought, negative prompting). Runs a short interview to pull out…

eformat/data-agent-template

Skill Claude CodeCodex

Build and deploy methodology-aware data agents on Trino/Iceberg with structured reasoning, MLflow tracing, and 7-dimension evaluation — guided by settled decisions and requirements recorded in the RAC corpus.

BioTender-max/one-person-pharma

Skill Claude CodeCodex

Build a complete AI-powered protein design pipeline with cloud GPU compute (Modal) and automated wet-lab validation (Adaptyv Bio). Enables dry-wet closed-loop iteration for antibody/binder discovery at a fraction of traditional CRO costs ($1.7K for 3 rounds). Use this skill when: (1) Designing a protein/antibody…

adoin/video-generation-skills

Skill Claude CodeCodex

A guided tool for turning novels, scripts, scenes, or creative briefs into prompts for AI-generated images or videos.

ajot/digitalocean-ai

Skill Claude CodeCodex

Build and deploy apps with the DigitalOcean Inference Engine. Provides authentication, available models (OpenAI, Anthropic, Meta, DeepSeek, Qwen, NVIDIA, and more), integration via cURL and the OpenAI SDK, image/audio/video generation, AI agents with knowledge bases, the Model Playground, batch inference, the…

letplaylimited-MARK/super-prompt-engineer-skill

Skill Claude Code

A bilingual prompt-engineering assistant for improving instructions given to AI models and organizing related work into structured workflows and reports.

DocAILab/Agentic-RAG-Skill

Skill Codex

Use when a RAG request needs bounded multi-round evidence gathering with Critic-based sufficiency checks before returning an answer.

VectoreeAI/vectoree-skills

Skill Claude CodeCodex

Use when the app or coding agent needs model capabilities (chat, speech, image, video, embeddings), app-user auth, Postgres, object storage, or other agent capabilities that can be discovered and connected through Vectoree's Tool Hub - even if the user did not name Vectoree. Also use when pointing Codex at another…

uAI-solana/useful-ai-skills

Skill Claude CodeCodex

Offload data transformation, parsing, validation, encoding, and formatting tasks to pre-built tools. One call with a task description and your data, get the result back. No search step, no reasoning about which tool to use. Covers data normalization, format conversion, parsing, validation, batch processing, mock data…

k4zludk3/claude-prompt-check

Skill Claude CodeCodex

Checks a prompt before running it: scores prompt quality and suggests an improved version, then recommends the ideal Claude model, /effort level, and which skills/tools will be used. Use when you want to improve your prompt and plan the run configuration — type /prompt-check followed by your prompt.

romchocopie-wq/promptify

Skill Claude CodeCodex

Prompt builder and improver: turns a short request (2-3 words) or a fully spelled-out request into a ready-to-use prompt — for LLM tasks (analysis, writing), for image/video generation (Midjourney, DALL-E, Stable Diffusion, Sora, Runway), or for agentic/coding tasks (Claude Code, Cursor). Automatically detects the…

openvino-dev-samples/local-ai-skill-authoring

Skill Claude CodeCodex

Author, scaffold, review, or debug a "local AI skill" — a self-contained package that runs an AI model locally (on Windows via OpenVINO, or any local runtime) and exposes it to a Host application (Marvis, WorkBuddy, or any custom host) through a single entry script. Use this skill when the user, in Chinese or English…

BoChao1Zhang/DeepLearnTutor

Skill Claude CodeCodex

Deep learning and algorithm tutor that generates rigorous, structured tutorials combining mathematical theory with hands-on Python implementation. Use this skill whenever the user asks to learn, study, or get a tutorial on ANY technical topic — algorithms (PPO, DDPM, Transformer, DQN, SAC, etc.), ML/DL concepts…

DongYang26/cc-academic-style-coding

Skill Claude Code

Implement, debug, run, and reproduce ML/AI paper experiments in research repositories. Use when working on PyTorch training or evaluation pipelines, baselines, ablations, dataset pipelines, environment or GPU setup, tensor-shape debugging, result export, or experiment cleanup.

chang9852/role-prompt-designer

Skill Claude CodeCodex

Design and generate AI Agent role/personality definitions using the SOUL/IDENTITY/AGENTS three-layer prompt architecture. Use when: (1) Creating a new AI Agent persona from scratch, (2) Writing or editing SOUL.md, IDENTITY.md, or AGENTS.md files, (3) Designing role prompts for AI assistants, chatbots, or autonomous…

goemktg/Prompt_Template

Skill Claude CodeCodex

Monthly prompt engineering paper catalog update with scoring rules and safe add/retire operations. Triggers: update paper catalog, refresh paper DB, paper database update.

SEMOSS/Template

Skill Claude Code

Use when writing code in an app that does semantic search, RAG, or ingests documents into a vector database on the platform — running nearest-neighbor queries, listing/adding/removing documents, or feeding retrieved chunks into an LLM. Covers VectorDatabaseQuery(), ListDocumentsInVectorDatabase()…

pnakhat/qa-ai-repo

Skill Claude CodeCodex

Author LLM/RAG/agent evaluation suites in DeepEval that prove a feature is correct with gated numbers, not vibes. Use when asked to "eval an LLM", "test a prompt", "measure RAG quality", "check for hallucination", "score answer relevancy", "verify tool calls", or gate a release on model output quality. Ships the…

specklesystems/speckle-docs-NEW

Skill Claude CodeCodex

Compress LLM instruction sets, system prompts, rules, and guidelines to reduce token count while preserving behavioral intent. Use this skill whenever the user wants to shorten, truncate, optimize, or compress prompts, system instructions, CLAUDE.md files, custom instructions, rules, guidelines, or any instruction set…

FeixueCode/prompt-finder

Skill Claude CodeCodex

Find a curated AI prompt template for any task — writing, image generation, video, or code. Use this skill when the user wants a ready-made prompt template (not a one-shot request). The skill queries a configurable prompt library backend via a documented /api/skill/ HTTP contract and returns the best match with…

vaquarkhan/platform-engineering-agent-skills

Skill Claude CodeCodex

Implements DataOps CI/CD with lakeFS-style branching, pre-commit data validation hooks, and deterministic RAG ingestion with vector DB as fuzzy recall fallback. Use when building data pipelines, RAG systems, or isolated dev/test data environments.