Data and AI cursor rules

14,465 tagged Data and AI, measured the same way as everything else here.

Browse within: cursor-rules 10deep-learning 7machine-learning 7Multi-Agent 6PyTorch 6ai-governance 6meok-ai-labs 6nvidia-gpu 6nvidia-warp 6physics 6Autonomous Agents 5agents-md 5ai-assistant 5aider 5

annotating-variants

122

maziyarpanahi/openmed

Skill Claude CodeCodex

Annotates VCF variants and normalizes HGVS nomenclature with public, license-free annotators (Ensembl VEP REST, VEP/SnpEff/ANNOVAR offline) and links variants to gnomAD population frequencies and the clinical context OpenMed extracts. Use when the user wants to predict variant consequences, map HGVS to genomic…

5.2k +11 today A 179 tokens original Apache-2.0

exporting-to-fhir

123

maziyarpanahi/openmed

Skill Claude CodeCodex

Convert OpenMed NER output (entities from openmed.analyzetext) into FHIR R4 resources — Condition, MedicationStatement, Observation — using OpenMed's built-in FHIR R4 export helpers in openmed.clinical.exporters. Covers the verified CodeableConcept builder (coding, codeableconcept, systemuri), deterministic fullUrl…

5.2k +11 today A 163 tokens original Apache-2.0

Marker-Inc-Korea/AutoRAG

Instructions file GitHub Copilot

Copilot instructions for Marker-Inc-Korea/AutoRAG, covering autorag - ai-powered rag pipeline optimization, working effectively, prerequisites and system setup, platform dependencies and install java 17 (required).

5.1k yesterday D 3,237 tokens

autorag-setup

125

Marker-Inc-Korea/AutoRAG

Skill Claude CodeCodex

Configure AutoRAG for first use or repair its single-agent model, approved document roots, retrieval indexes, datasource skills, and health checks without exposing credentials.

5.1k changed today A 36 tokens

autorag

126

Marker-Inc-Korea/AutoRAG

Skill Claude CodeCodex

Use an already configured AutoRAG librarian agent to search, summarize, compare, and answer questions from local document collections. Use autorag-setup for configuration or indexing changes.

5.1k yesterday A 38 tokens

Kiln-AI/Kiln

Skill Claude CodeCodex

Add new AI models to Kiln's mlmodellist.py and produce a Discord announcement. Use when the user wants to add, integrate, or register a new LLM model (e.g. Claude, GPT, DeepSeek, Gemini, Kimi, Qwen, Grok) into the Kiln model list, mentions adding a model to mlmodellist.py, asks to discover/find new models that are…

5.0k +2 today A 110 tokens

Kiln-AI/Kiln

Skill Claude CodeCodex

Check Kiln's model list for deprecated or sunset models across all providers. Use when the user wants to find deprecated models, check model availability, audit the model list for stale entries, or mentions model deprecation/sunset/end-of-life.

5.0k +2 today A 54 tokens

ondb

129

x-cmd/x-cmd

Skill Claude CodeCodex

A logical analysis and reasoning tool for AI. Use when decomposing documents into structured knowledge, querying entities and relations, validating consistency, or indexing files. Trigger on "remember", "what do I know about", "link X to Y", "show dependencies", "analyze this document", entity CRUD, or cross-skill…

4.6k +6 yesterday A 71 tokens original Apache-2.0

ruby_llm CLAUDE.md

130

crmne/ruby_llm

Instructions file

Claude Code instructions for crmne/ruby_llm, a project described as: One delightful Ruby framework for every major AI provider. Build AI agents, chatbots, RAG apps, and multimodal workflows in beautiful, expressive code.

4.3k +7 yesterday A 5 tokens copy · 100% MIT

add-model

131

hao-ai-lab/FastVideo

Skill Claude CodeCodex

Manual /add-model workflow for implementing a FastVideo model or first-class component port after add-model-01-prep has staged reference code and weights. Organizes the port into numbered phases with conversion rules, component policies, parity gates, and handoff checks.

4.3k +75 yesterday A 55 tokens original Apache-2.0

council-karpathy

132

0xNyk/council-of-high-intelligence

Agent

Council member. Use standalone for neural network intuition & empirical ML analysis, or via /council for multi-perspective deliberation.

4.2k +12 2d ago A 33 tokens original MIT

architecture

133

groupultra/telegram-search

Cursor rule Cursor

A service for importing and exporting Telegram messages in a database, with text search and meaning-based search. Meaning-based search uses OpenAI-generated text vectors to find related messages.

4.1k +3 today A 2,756 tokens AGPL-3.0

tinker

134

thinking-machines-lab/tinker-cookbook

Plugin Claude Code

Skills for fine-tuning language models with the Tinker API — research, debugging, and more.

4.1k +11 today A tokens not measured original Apache-2.0

inkling

135

thinking-machines-lab/tinker-cookbook

Skill Claude CodeCodex

Sample, evaluate, and post-train Inkling and Inkling-Small, Thinking Machines Lab's models built for Tinker. Use this skill whenever the user mentions Inkling, thinkingmachines/Inkling, tml-renderers, tmlv0 / TmlV0Renderer, or thinking/reasoning effort — and whenever they are choosing a model, building training data…

4.1k +11 today A 152 tokens original Apache-2.0

docetl

136

ucbepic/docetl

Skill Claude CodeCodex

Build and run LLM-powered data processing pipelines with DocETL. Use when users say "docetl", want to analyze unstructured data, process documents, extract information, or run ETL tasks on text. Helps with data collection, pipeline creation, execution, and optimization.

4.1k +5 23d ago A 59 tokens original MIT

gemini-skills

137

google-gemini/gemini-skills

Plugin Claude Code ✓ vendor

A library of skills for the Gemini API, SDK and model interactions.

4.0k +10 yesterday A tokens not measured original Apache-2.0

gemini-api-dev

138

google-gemini/gemini-skills

Skill Claude CodeCodex ✓ vendor

Use this skill when writing code that calls the Gemini API for text generation, multi-turn chat, multimodal understanding, image generation, video generation, streaming responses, background research tasks, function calling, structured output, or migrating from the old generateContent API. Covers SDK usage and best…

4.0k +10 changed today A 73 tokens original Apache-2.0

model-cost-compare

139

mergisi/awesome-openclaw-agents

Skill Claude CodeCodex

Trigger when the user asks which model to use, wants to compare model costs, says "what's cheapest for this task", "should I use Opus or Sonnet", "can a smaller model handle this", or "/model-cost-compare". Estimates token cost across Opus 4.6, Sonnet 4.6, GLM-5.1, Minimax M2.7, and local Gemma 4, then recommends the…

3.9k +3 3mo ago A 104 tokens original MIT

braintrust

140

parcadei/Continuous-Claude-v3

Plugin Claude Code

Enables AI agents to use Braintrust for LLM evaluation, logging, and observability. Provides correct API usage, working examples, and helper scripts for common operations.

3.9k +2 7mo ago A tokens not measured original MIT

prompting

141

evalstate/fast-agent

Agent

Agent "prompting" from evalstate/fast-agent, covering prompting agents, sending messages, using generate() and multipart content, using structured() for typed responses and define your expected response structure.

3.9k +4 yesterday A 0 tokens original Apache-2.0

disler/claude-code-hooks-mastery

Agent Claude Code

AI research specialist that proactively gathers latest news and developments in LLMs, AI agents, and engineering. Use for staying current with AI/ML innovations, finding actionable insights, and discovering new tools and techniques.

3.9k 6mo ago A 52 tokens

graph-designer

144

yifanfeng97/Hyper-Extract

Skill Claude CodeCodex

Design YAML extraction templates for graph types (graph, hypergraph, temporalgraph, spatialgraph). Use when user says: "design graph", "create knowledge graph", "extract relationships", "temporal data", "spatial data". Trigger: User wants to extract entity relationships, multi-party events, or time/location-based…

3.9k +37 yesterday A 84 tokens

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