Python · For data scientists

Guide for contributing to the verified-sources repository. An agent skill from dlt-hub/verified-sources.

dlt-hub/verified-sources

Use dspy.RLM (Recursive Language Model) for reasoning over contexts too large to fit in an LLM's working window — entire codebases, long logs, massive documents, or multi-step data exploration that…

intertwine/dspy-agent-skills

Audit a named AI agent config, system prompt, tool definition, or instruction file (YAML, JSON, Markdown, text, or Python) with the released LintLang CLI in GitHub Copilot CLI.

hermes-labs-ai/lintlang

Generates production-ready analysis code in Python, R, SQL. An agent skill from liangdabiao/claude-data-analysis-ultra-main.

liangdabiao/claude-data-analysis-ultra-main

Add or update a Swarmauri SDK base class in pkgs/base/swarmauribase.

swarmauri/swarmauri-sdk

Runs read-only MongoDB finds, aggregations and collection listings against databases named in your .env, choosing the connection by label or index.

evolution-foundation/evo-nexus

Semantic search for memory. An agent skill from Qredence/agentic-fleet.

Qredence/agentic-fleet

Tracks ML experiments, versions models in the MLflow registry and covers deployment and reproducibility, with autologging for common frameworks.

Orchestra-Research/AI-Research-SKILLs

Walks through nanoGPT, Karpathy's compact GPT implementation: training on Shakespeare, reproducing GPT-2, fine-tuning GPT-2 checkpoints and training on your own text.

Orchestra-Research/AI-Research-SKILLs

Explains RWKV, a hybrid that trains in parallel like a GPT and runs inference like an RNN with constant memory per token, plus usage, fine-tuning and troubleshooting.

Orchestra-Research/AI-Research-SKILLs

Microscopy data management platform. An agent skill from davila7/claude-code-templates.

davila7/claude-code-templates

Reference for post-training language models with TRL: which trainer and dataset format to use for SFT, DPO, GRPO, KTO and reward models, and how to add LoRA.

huggingface/skills

Analyzes BigQuery slot use, query costs and execution bottlenecks from INFORMATION_SCHEMA to diagnose slow queries, slot contention and unpartitioned scans.

google/skills

Audit and improve datafusion-python functions to accept native Python types (int, float, str, bool) instead of requiring explicit lit() or col() wrapping.

apache/datafusion-python

Score a Python generative-AI app's outputs on groundedness, relevance, coherence, and safety before it ships.

timothywarner-org/claude-code

3Dmol.js WebGL molecular visualization emitted as self-contained HTML.

jaechang-hits/SciAgent-Skills

Regenerate dbt test fixtures after dbtproject changes. An agent skill from godatadriven/dbt-bouncer.

godatadriven/dbt-bouncer

Detect an existing ML workspace or scaffold a fresh one via python -m skoreskills scaffold --package <pkg.

probabl-ai/skills

生成、重构或审核科研可视化代码，支持 Python 的 Matplotlib/Seaborn 与 MATLAB. An agent skill from yrui-cmd/Cell.

yrui-cmd/Cell

Subtour-elimination methods for TSP, VRP, pickup/dropoff routing, and routing MIPs with binary arc variables.

Raidriar7170/hermes-skilleval

A skill your agent uses when integrating Python scripts with C++ in a DAWorkbench plugin — calling Python from C++, Python multithreading without UI conflicts, Python-to-C++ data exchange, Python UI…

czyt1988/data-workbench

Use nteract notebooks as a persistent Python REPL. An agent skill from nteract/nteract.

nteract/nteract

Best practices for analytics, data analysis, and visualization using Python, pandas, matplotlib, seaborn, and Jupyter notebooks.

Mindrally/skills

Create publication-quality scientific diagrams, flowcharts, and schematics using Python (graphviz, matplotlib, schemdraw, networkx).

jimmc414/Kosmos

Create, revise, audit, and export submission-grade scientific figures for Nature-family and other high-impact venues in Python (matplotlib/seaborn) or R (ggplot2/patchwork/ComplexHeatmap), including…

Tai609/NebulaMat

Verify a new CV-CUDA operator against the deterministic final regression checklist (the /make-op done-gate).

CVCUDA/CV-CUDA

MLB data via ESPN public endpoints and the official MLB Stats API — scores, standings, rosters, schedules, game summaries, injuries, leaders, and news, plus an analytics backend: pitch-level…

machina-sports/sports-skills

Design or review specx core scope boundaries in Python services.

maksimzayats/specx

Fine-tune LLM models using LoRA on OCI AI Quick Actions (AQUA).

oracle/accelerated-data-science

A skill your agent uses when migrating a Frappe app between major versions, detecting breaking API changes, or resolving post-migration errors.

Impertio-Studio/Frappe_Claude_Skill_Package

Find and fix the docs and agent guidance that a branch makes stale - agent skills and their reference files, AGENTS.md and .agents/.md prompts, READMEs, docs/ folders, and code-adjacent docs that…

Kiln-AI/Kiln

Author and run CAO Python workflow scripts — multi-step, parameterized, fan-out orchestrations executed by cao workflow run.

awslabs/cli-agent-orchestrator

SCIP optimization with PySCIPOpt. An agent skill from Raidriar7170/hermes-skilleval.

Raidriar7170/hermes-skilleval

Runs read-only SQL queries and schema exploration against PostgreSQL databases declared in .env, chosen by label or index, with writes blocked unless a connection allows them.

evolution-foundation/evo-nexus

Data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure.

alirezarezvani/claude-skills

Review a CV-CUDA operator's BENCHMARK coverage — drivers, layout axis, baselines, the basic-tier floor, row counts, and coverage statistics.

CVCUDA/CV-CUDA

Portuguese guide to building a retrieval-augmented generation assistant over a company's documents, with embeddings, section-based chunking, retrieval and a client workflow.

Hermes-brasil/hermes-brasil

NBA data via ESPN public endpoints, the NBA live CDN, and NBA Stats (stats.nba.com) — scores, standings, rosters, schedules, game summaries, play-by-play, injuries, futures, depth charts, leaders…

machina-sports/sports-skills

Comprehensive geospatial science skill covering remote sensing, GIS, spatial analysis, machine learning for earth observation, and 30+ scientific domains.

LeonChaoX/qinyan-academic-skills

A skill your agent uses when planning or reporting statistical analysis - provides test selection, execution code, and APA format guidelines

Norman-bury/research-writing-skill

Oracle Database guidance for SQL, PL/SQL, SQLcl, ORDS, Oracle Vector SDK, administration, app development, performance, security, migrations, and agent-safe database workflows.

oracle/skills

Computes RDKit physicochemical descriptors and molecular fingerprints from SMILES through a uv-run CLI script that skips and logs invalid molecules.

jinzhezenggroup/computational-chemistry-agent-skills

Guidance for using A-Evolve to improve an AI agent automatically, evolving its prompts, skills and memory against a benchmark through solve, observe and evolve cycles.

Orchestra-Research/AI-Research-SKILLs

Shows how to log ML runs, configs, metrics and media with SwanLab and view them in cloud, local or self-hosted dashboards.

Orchestra-Research/AI-Research-SKILLs

Fine-tunes and evaluates OpenVLA-OFT and OFT+ robot policies with LoRA and continuous action heads on LIBERO simulation and ALOHA real-robot setups.

Orchestra-Research/AI-Research-SKILLs

Remote control tmux sessions for interactive CLIs (python, gdb, etc.) by sending keystrokes and scraping pane output.

archibate/dotfiles-opencode

Combines CSV, TSV and Excel files into one verified table with pandas, by stacking or joining, mapping columns, normalizing keys and removing duplicates.

OneWave-AI/claude-skills

Scans text that has already been de-identified for leftover identifiers such as SSNs, card numbers, emails and dates, and blocks release if anything turns up.

maziyarpanahi/openmed