Data and AI skills

10,086 tagged Data and AI, measured the same way as everything else here.

Browse within: LLM 284agent 131agents 126agentic-ai 120cli 77skills 69machine-learning 60anthropic-claude 59coding-agents 58chatgpt 57javascript 56ai-scientist 55openai 53bioinformatics 44

amitlals/sap-rpt1-oss-predictor

Skill Claude CodeCodex

Use SAP-RPT-1-OSS open source tabular foundation model for predictive analytics on SAP business data. Handles classification and regression tasks including customer churn prediction, delivery delay forecasting, payment default risk, demand planning, and financial anomaly detection. Use when asked to predict, forecast…

not rated 5 6mo ago A 90 tokens

prompt-forge

530

hyuce/prompt-forge

Skill Claude CodeCodex

Use when user asks to improve, refine, or rewrite a prompt for an AI system, or when framing a request that feels vague, overloaded, or logically unsound. Triggers: "improve my prompt", "rewrite this prompt", "make this prompt better", "help me ask this question properly", "this prompt feels off".

not rated 5 2mo ago A 71 tokens original MIT

tabpfn-classify

531

dianaprior/kaggle-competition-agent-skill

Skill Claude Code

Run a TabPFN classification baseline, generate the first submission, rapidly probe features, then optimize with GBT ensembles, threshold tuning, and calibration. Use after tabpfn-explore has prepared the data and CV folds.

not rated 5 6mo ago A 51 tokens

ztx-exp-manager

532

ztxtech/ztxexp

Skill Codex

Manage ML/LLM experiment workflows with ztxexp. Use when the agent needs to build parameter configurations, run experiments, validate run artifacts, analyze results, or troubleshoot failed runs.

not rated 5 5mo ago A 42 tokens original MIT

achaykovsky/Cursor-Usage-Templates

Skill Claude CodeCodex

Performs LLM system design review (not code review) across hallucination risks, context explosion, retrieval quality, prompt coupling, observability, evaluation, confidence calculation, deterministic business logic, tenant isolation, future tool calling, cost, and latency. Use for bot/RAG architecture review…

not rated 5 1mo ago A 78 tokens

dungnotnull/ai-coastal-erosion-monitoring-agent-skill

Skill Claude CodeCodex

AI-Based Coastal Erosion Monitoring & Alert — Production-grade harness for Coastal Erosion Remote Sensing & AI Monitoring evidence-backed analysis with 6-step workflow (requirements→evidence→core analysis→knowledge→synthesis→quality gate). Use for shoreline change detection, beach/dune erosion analysis, storm impact…

not rated 5 1mo ago A 92 tokens original MIT

legalgraph

536

gauravmanandhar/legal-graphify-skill

Skill Claude CodeCodex

Turn legal documents, policies, contracts, compliance rules, and regulatory text into a queryable knowledge graph. Extracts clauses, obligations, prohibitions, permissions, cross-references, and detects conflicts. Answers questions like 'What does policy X say about Y?', 'Find all obligations for role Z', 'Are these…

not rated 5 1mo ago A 70 tokens original Apache-2.0

dungnotnull/mangrove-forest-ai-conservation-agent-skill

Skill Claude CodeCodex

AI-Based Mangrove Forest Monitoring & Conservation — Professional-grade harness for evidence-backed mangrove forest analysis with remote sensing, deforestation detection, health assessment, blue carbon estimation, and restoration planning. Use this skill when users mention mangrove forests, coastal ecosystems…

not rated 5 1mo ago A 118 tokens original MIT

qzcli

538

Sarfflow/qzcli

Skill Claude CodeCodex

Drive the 启智 platform (qz.sii.edu.cn) from the command line — log in via CAS, browse projects/workspaces, enumerate legal compute-group/spec/image options, validate and submit training jobs, and list/inspect/stop jobs. Use whenever a task involves submitting or managing jobs on qz.sii.edu.cn, or reading its compute…

not rated 5 2mo ago A 88 tokens

marimo-notebook

539

adrunkhuman/marimo-opencode-skill

Skill Claude CodeCodex

Author interactive reactive Python notebooks with marimo. Covers interactive cell execution, reactive UI, SQL, state management, deployment, and export. For interactive notebooks, NOT Cell.run() API.

not rated 5 6mo ago A 43 tokens original MIT

seedance-25-prompting

540

gbeyrouti/seedance-prompting-claude-skill

Skill Claude CodeCodex

Expert prompt engineering pour Seedance 2.5 (ByteDance / Dreamina / Jimeng / Doubao), modèle vidéo 30 s en une passe, audio natif, 50 références max. Utiliser dès que l'utilisateur veut écrire, optimiser ou déboguer un prompt Seedance (2.5 ou 2.0), générer une vidéo avec Seedance/Dreamina/Jimeng, faire du…

not rated 5 +1 1mo ago A 278 tokens original MIT

ai-science-vision-rag

541

Pavel-Kravchenko/Bioinformatics

Skill Claude CodeCodex

ColPali-style Vision RAG: embed rendered PDF pages, retrieve via ColBERT MaxSim, feed top-k pages to Qwen2-VL, no OCR. Use for PDF/document QA over figures and tables, multimodal retrieval, or Recall@k/MRR eval.

not rated 5 +1 2mo ago A 65 tokens

topprismdata/cultivating-ml-agent

Skill Claude CodeCodex

A guide for running Kaggle competitions, an online platform where people build models against shared datasets, and organizing research in a searchable NotebookLM knowledge base.

not rated 5 +1 13d ago A 127 tokens original MIT

embedding-strategies

543

NOMARJ/sigil

Skill Claude CodeCodex

Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embedding quality for specific domains.

not rated 5 4d ago A SkillSpector: pass 37 tokens original Apache-2.0

seurat-skill

544

Agents365-ai/seurat-skill

Skill Claude CodeCodex

Comprehensive Seurat v5 (R) guide for single-cell RNA-seq and multimodal analysis. Covers installation, standard workflows (Normalize/SCTransform), clustering, integration (CCA/RPCA/Harmony), differential expression (FindMarkers/FindAllMarkers), visualization (DimPlot/FeaturePlot/VlnPlot/DoHeatmap), spatial…

not rated 4 4mo ago A 167 tokens original MIT

token-diet

545

VDADev2022/token-diet

Skill Claude CodeCodex

Production-ready token optimization: reduce costs 40–75% through retrieval pruning, smart caching, and model routing. Use whenever optimizing API costs, latency, or managing long context—especially for RAG pipelines, high-volume systems, multi-turn conversations, or when context exceeds 2K tokens.

not rated 4 4mo ago A 63 tokens original MIT

optimize

546

Hashaam101/prompt-optimizer

Skill Claude Code

Automatically refines every user prompt into a structured, actionable version, then immediately executes the optimized prompt. When triggered explicitly with "/optimize {prompt}", "optimize:", or "optimize prompt:", outputs the refined prompt as text instead.

not rated 4 6mo ago A 51 tokens

rapids-first

548

TioSisai/rapids-first

Skill Claude CodeCodex

Use only when the user explicitly mentions "rapids-first" or "RAPIDS first", to prefer the RAPIDS GPU stack (cudf, cuml, cupy, cupyx) and its zero-code accelerators over pandas, scikit-learn, numpy and scipy when writing Python data-science, ML, ETL or numerical code.

not rated 4 13d ago A 76 tokens original MIT

build-support-agent

549

DefaultHQ/build-support-agent-skill

Skill Claude Code

Plan and build a production customer-support agent — a RAG product-Q&A bot that drafts replies, posts them for human review, and graduates to controlled autonomy. Use when someone wants to build an in-house support agent, a Slack-native or support-platform AI bot, a ticket-answering / customer-Q&A agent, or wants to…

not rated 4 3mo ago A 123 tokens original MIT

midjourney-prompting

550

leggiemint/legnext-skills

Skill Claude CodeCodex

Expert Midjourney prompt engineering skill. Use this skill when users need help crafting effective Midjourney prompts, converting natural language descriptions into optimized prompts, or want guidance on Midjourney parameters and techniques. Specializes in V7 best practices, the 7-Element Framework, and photography…

not rated 4 8mo ago A 67 tokens original MIT

rag-eval

551

LucasSantana-Dev/hitgate

Skill Claude CodeCodex needs its repo

Run the retrieval regression gate against the current repo state and report whether a recent change helped, hurt, or held steady.

not rated 4 28d ago A 0 tokens original MIT

voyager-launch

552

fxd0h/Axelera-Voyager-Local-Assistant

Skill Claude Code

Complete one-shot Voyager SDK launcher for Axelera AI Metis pipelines and demos. Use when the user asks to build, create, launch, run, verify, package, open a browser result viewer, or show results for a complete AI vision pipeline from a natural-language request (including when they want to debug or evaluate a…

not rated 4 1mo ago A 162 tokens original MIT

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