Best agent skills for Data Scientists, page 14

Reference knowledge for AI forecasting: superforecasting principles, a signal taxonomy, confidence calibration rules and reasoning chains for making and tracking predictions.

RightNow-AI/openfang

Create a current, source-linked weather briefing for a named city using the Open-Meteo geocoding and forecast APIs.

FrancyJGLisboa/agent-skills-platform

Query Finelog logs and telemetry for Iris tasks, workers, profiles, training, vLLM, and cross-cluster forwarding.

marin-community/marin

Defines typia benchmark fixture integrity, result reporting, and publication safeguards.

samchon/typia

Building chat interfaces in Streamlit. An agent skill from iusztinpaul/designing-real-world-ai-agents-workshop.

iusztinpaul/designing-real-world-ai-agents-workshop

Add support for scraping property listings from a new website.

RealEstateWebTools/property_web_scraper

Audit an Odoo database's data quality with evidence before trusting AI answers, importing, or migrating — duplicates, missing required values, orphaned references, format anomalies — and drive…

erpipe-org/mcp-odoo

A skill your agent uses when adding new scraping targets to the crawler

hiroppy/mf-dashboard

Design, implement, validate, and calibrate a new eval for the convex-evals suite.

get-convex/convex-evals

Get JSON out of the model reliably. An agent skill from Archive228/loopkit.

Archive228/loopkit

Chart and visualization generation for DBX Studio. An agent skill from Dbxstudio/dbx-studio.

Dbxstudio/dbx-studio

Guides users through selecting, configuring, or creating a PyTorch model for a PINA problem.

PINA-org/PINA

Turn unstructured text into validated, structured variables at corpus scale with LLMs: codebook design, dev/gold-set construction, DSPy prompt optimization, a hard reliability gate (Cohen κ ≥ 0.70)…

joshzyj/open-scholar-skill

Analyze dashboards and notebooks using Davis analyzers — anomaly detection, novelty scoring, and correlation.

Dynatrace/dynatrace-for-ai

Extract the inner ELF from a ClickHouse self-extracting clickhouse binary, including when its architecture differs from the host (e.g.

ClickHouse/ClickHouse

Finds authoritative public data sources for modeling tasks, prefers official APIs and bulk downloads, and outputs a reproducible fetch and cleaning plan with citations.

yushui2022/MathModel-Skill

How PostHog "canvas" dashboards work end-to-end — the two rendering tiers (json-render vs freeform React-in-iframe), the agent system prompts that steer each, and the RIGHT way to fetch PostHog data…

PostHog/code

Analyze codebase with tokei (fast line counts by language) and difft (semantic AST-aware diffs).

aiskillstore/marketplace

Logs and visualizes ML training metrics with Trackio, firing alerts for issues like loss spikes, and syncing a live dashboard to a Hugging Face Space.

huggingface/skills

A skill your agent uses for setting up vector similarity search with pgvector for AI/ML embeddings, RAG applications, or semantic search.

timescale/pg-aiguide

Verify a CV-CUDA optimization campaign's deterministic definition-of-done and concise versioned MR summary per .agents/guidance/OPTIMIZATIONGUIDELINES.md.

CVCUDA/CV-CUDA

Generates Scenario Planner data from a fitted Meridian marketing mix model and prepares it for a Looker Studio dashboard through a Colab handoff.

google/meridian

Test adam's agent builder (platform/) end-to-end — builder form, deploy pipeline, and the deployed eve-style agent page.

michaelshimeles/adam

Reviews DeerFlow skill packages for readiness, triggers, safety boundaries, resources, and evidence.

bytedance/deer-flow

Align a MuJoCo MJCF robot model with a URDF source while preserving kinematics, geometry, masses, centers of mass, and inertia tensors.

i2rt-robotics/i2rt

Build a lightweight proactive mode with scheduled checks, sleep intervals, concise user briefs, and expiry safeguards so an agent can work in the background without becoming an uncontrolled daemon.

LearnPrompt/cc-harness-skills

Workflow and best practices for writing Apache Airflow DAGs.

astronomer/agents

Pick the right SDAF BOM for a target SAP product / release / DB platform / version / kernel / topology.

Azure/sap-automation

Run and extend embodiment-aware GR00T N1.7 post-training workflows from successful robot-policy collection through semantic recording, LeRobot conversion, statistics, fine-tuning, open-loop…

nvidia-isaac/video_to_data

A skill your agent uses when the user is writing datafusion-python (Apache DataFusion Python bindings) DataFrame or SQL code.

apache/datafusion-python

Build and deploy all sample-bot zip files into the target folder.

robocode-dev/tank-royale

decision-lab house figure style for matplotlib. An agent skill from pymc-labs/decision-lab.

pymc-labs/decision-lab

Analyze a job description (pasted text OR a URL) and find the AI/ML/GenAI topics it requires that this learn-ai course does NOT yet cover.

starkyru/learn-ai

Documenta projeto Power BI (PBIP) inteiro em markdown estruturado + HTML navegável (mini-site de doc).

xperiun/skills-xperiun-free

Rigor Improve / Rigor Explore run leaf skill for bounded exploratory evidence in deep learning research repositories.

lllllllama/RigorPilot-Skills

Find every OWID surface that references a chart, indicator, MDIM, or explorer — articles (links vs embeds), explorers, narrative charts, data insights, static viz, key-chart slots, MDIM views.

owid/etl

A skill your agent uses when facing 2+ independent investigations that can proceed without shared state - parallel literature survey, multi-dataset replication, or pre-specified robustness checks

K-Dense-AI/science-superpowers

Benchmarks code generation models with the BigCode Evaluation Harness across HumanEval, MBPP, MultiPL-E and other suites using pass@k metrics.

Orchestra-Research/AI-Research-SKILLs

Runs ML training and batch jobs across clouds with SkyPilot, using spot instances, automatic region selection and managed recovery to cut GPU cost.

Orchestra-Research/AI-Research-SKILLs

GPU-accelerated data curation for LLM training. An agent skill from Orchestra-Research/AI-Research-SKILLs.

Orchestra-Research/AI-Research-SKILLs

Optimizes transformer attention with Flash Attention for 2-4x speedup and 10-20x memory reduction.

Orchestra-Research/AI-Research-SKILLs

Explains how to run Qdrant, a Rust vector database, for RAG and semantic search, covering collections, points, distance metrics and filtered or batched queries.

Orchestra-Research/AI-Research-SKILLs

Walks through aligning language models with SimPO, a reference-free preference optimization method, using accelerate configs for Mistral 7B, Llama 3 8B and math-focused models.

Orchestra-Research/AI-Research-SKILLs

Guides reinforcement-learning post-training of LLMs with slime, which pairs Megatron-LM training with SGLang rollouts, including GRPO runs on GLM, Qwen3 and Llama 3 models.

Orchestra-Research/AI-Research-SKILLs

A skill your agent uses when generating research/factcheck/image/video/slide prompts that need base templates (IFCN·StructuredResearch 등) — 단일 통합 AI 프롬프트 엔지니어링 레퍼런스의 라우팅 인덱스.

treylom/prompt-engineering-skills

A skill your agent uses when writing or reviewing database/config migration scripts or migration registries.

mengxi-ream/read-frog

Register zarr positions into the Computational Imaging Database on Airtable, write channelsmetadata/experimentmetadata to zarr .zattrs, or bulk-update Airtable records via MCP.

mehta-lab/VisCy

Design or review schemas for crates/cloudsync using SQLite Sync constraints, not generic SQLite advice.

fastrepl/anarlog