Agent skills that run python, that ask for Write, in other format

Skills declare what they need inconsistently: 58.8% name the languages they run, 11.2% list the tools they ask for, and 4.6% give themselves a category. Filtering narrows to the ones that said so, never to the ones that are.

1. x402browser-use/browser-use

   Set up Browser Use Cloud payments with x402 — pay per request from a crypto wallet (USDC on Base mainnet), no signup or API key. Two setups it works out up front — "just use it" (s

   otherbashpythontypescriptBashReadWrite
2. paper-figurewanshuiyin/Auto-claude-code-research-in-sleep

   Generate publication-quality figures and tables from experiment results. Use when user says "画图", "作图", "generate figures", "paper figures", or needs plots for a paper.

   otherbashlatexmarkdownpythonBash(*)ReadWrite
3. training-checkwanshuiyin/Auto-claude-code-research-in-sleep

   Periodically check WandB metrics during training to catch problems early (NaN, loss divergence, idle GPUs). Avoids wasting GPU hours on broken runs. Use when training is running an

   otherbashpythonBash(*)ReadGrep+2 files
4. run-experimentwanshuiyin/Auto-claude-code-research-in-sleep

   Deploy and run ML experiments on local, remote, Vast.ai, or Modal serverless GPU. Use when user says "run experiment", "deploy to server", "跑实验", or needs to launch training jobs.

   otherbashmarkdownpythonBash(*)ReadGrep
5. paper-writewanshuiyin/Auto-claude-code-research-in-sleep

   Draft LaTeX paper section by section from an outline. Use when user says "写论文", "write paper", "draft LaTeX", "开始写", or wants to generate LaTeX content from a paper plan.

   otherbashlatexpythonBash(*)ReadWrite
6. slides-polishwanshuiyin/Auto-claude-code-research-in-sleep

   Per-page Codex review + targeted python-pptx / Beamer fixes for academic talk slides. Use AFTER /paper-slides (or any externally generated PPTX/Beamer) when the deck looks 'mostly

   otherjsonlatexpythonBash(*)ReadWrite
7. serverless-modalwanshuiyin/Auto-claude-code-research-in-sleep

   Run GPU workloads on Modal — training, fine-tuning, inference, batch processing. Zero-config serverless: no SSH, no Docker, auto scale-to-zero. Use when user says "modal run", "mod

   otherbashmarkdownpythonBash(*)ReadGrep
8. aris-paper-figureOpenLAIR/dr-claw

   Generate publication-quality figures and tables from experiment results. Use when user says "画图", "作图", "generate figures", "paper figures", or needs plots for a paper.

   otherbashlatexmarkdownpythonBash(*)ReadWrite
9. aris-serverless-modalOpenLAIR/dr-claw

   Run GPU workloads on Modal — training, fine-tuning, inference, batch processing. Zero-config serverless: no SSH, no Docker, auto scale-to-zero. Use when user says "modal run", "mod

   otherbashmarkdownpythonBash(*)ReadGrep
10. aris-run-experimentOpenLAIR/dr-claw

    Deploy and run ML experiments on local, remote, Vast.ai, or Modal serverless GPU. Use when user says "run experiment", "deploy to server", "跑实验", or needs to launch training jobs.

    otherbashmarkdownpythonBash(*)ReadGrep
11. aris-paper-posterOpenLAIR/dr-claw

    Generate a conference poster (article + tcbposter LaTeX → A0/A1 PDF + editable PPTX + SVG) from a compiled paper. Use when user says "做海报", "制作海报", "conference poster", "make poste

    otherbashjsonlatexmarkdownBash(*)ReadWrite
12. aris-paper-writeOpenLAIR/dr-claw

    Draft LaTeX paper section by section from an outline. Use when user says "写论文", "write paper", "draft LaTeX", "开始写", or wants to generate LaTeX content from a paper plan.

    otherbashlatexpythonBash(*)ReadWrite
13. aris-training-checkOpenLAIR/dr-claw

    Periodically check WandB metrics during training to catch problems early (NaN, loss divergence, idle GPUs). Avoids wasting GPU hours on broken runs. Use when training is running an

    otherbashpythonBash(*)ReadGrep+1 files
14. tcm-constitution-analyzerhuifer/WellAlly-health

    分析中医体质数据、识别体质类型、评估体质特征,并提供个性化养生建议。支持与营养、运动、睡眠等健康数据的关联分析。

    othermarkdownpythonReadGrepGlob
15. family-health-analyzerhuifer/WellAlly-health

    分析家族病史、评估遗传风险、识别家庭健康模式、提供个性化预防建议

    otherjsonpythonReadWriteGrep
16. sleep-analyzerhuifer/WellAlly-health

    分析睡眠数据、识别睡眠模式、评估睡眠质量，并提供个性化睡眠改善建议。支持与其他健康数据的关联分析。

    otherjsonmarkdownpythonReadGrepGlob
17. nutrition-analyzerhuifer/WellAlly-health

    分析营养数据、识别营养模式、评估营养状况，并提供个性化营养建议。支持与运动、睡眠、慢性病数据的关联分析。

    otherjsonmarkdownpythonReadGrepGlob
18. goal-analyzerhuifer/WellAlly-health

    分析健康目标数据、识别目标模式、评估目标进度,并提供个性化目标管理建议。支持与营养、运动、睡眠等健康数据的关联分析。

    otherjavascriptjsonmarkdownpythonReadGrepGlob
19. wellally-techhuifer/WellAlly-health

    Integrate digital health data sources (Apple Health, Fitbit, Oura Ring) and connect to WellAlly.tech knowledge base. Import external health device data, standardize to local format

    otherbashjavascriptjsonpythonReadGrepGlob
20. split-pdfflonat/flonat-research

    Download, split, and deeply read an academic PDF that is not available through Paperpile. Use when a long external PDF needs page-wise ingestion. For Paperpile items, use the Paper

    otherpythonBash(uv:*)Bash(uv*)Bash(curl*)
21. pipeline-manifestflonat/flonat-research

    Build a traceability manifest linking analysis scripts to inputs, outputs, and manuscript figures or tables. Use when documenting a computational pipeline or locating the source of

    otherjuliamarkdownpythonrReadWriteEdit
22. symbolic-checkflonat/flonat-research

    Use SymPy to prove or refute a self-authored algebraic identity, derivative, limit, comparative-static sign, or closed form. Use when exact symbolic manipulation can settle the cla

    otherpythonReadWriteEdit
23. numerical-checkflonat/flonat-research

    Numerically stress-test a self-authored mathematical claim over its parameter space to seek counterexamples or characterize violations. Use when checking monotonicity, thresholds,

    otherpythonReadWriteEdit
24. webapp-testingflonat/flonat-research

    Exercise and verify a local web application through Playwright, including user flows and rendered behaviour. Use when testing a running local app rather than issuing an isolated br

    otherbashpythonBash(uv*mkdir*ls*
25. xlsxflonat/flonat-research

    Create, read, edit, clean, format, chart, or convert spreadsheet files while preserving spreadsheet-native deliverables. Use when .xlsx, .xlsm, .csv, or .tsv data is the primary in

    otherbashjsonpythonBash(uv*mkdir*ls*)
26. pdfflonat/flonat-research

    Read, create, combine, split, rotate, OCR, watermark, secure, or extract content from PDF files. Use when a PDF is a primary input or requested output. Not for LaTeX source editing

    otherpythonBash(uv*pdftotext*qpdf*+1 files
27. pre-submission-reportflonat/flonat-research

    Run the final, comprehensive submission-readiness gate and consolidate all checks into one dated report; citation-integrity-only mode is also supported. Use when a paper and submis

    otherbashmarkdownpythonBash(latexmk*mkdir*ls*+2 files
28. add-strategywhchien/ai-trader

    Create a new trading strategy for the ai-trader backtesting framework. Handles file creation, registration, docstrings, and backtest scaffolding.

    otherbashpythonReadWriteEdit
29. literature-reviewbeita6969/ScienceClaw

    Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting s

    otherbashmarkdownpythonReadWriteEdit
30. loom-testingcosmix/loom

    Test implementation across unit, integration, e2e, security, infrastructure, data pipeline, and ML domains.

    otherjavascriptpythonrustReadGrepGlob
31. loom-model-evaluationcosmix/loom

    Evaluates ML models for performance, fairness, and reliability.

    otherpythonReadGrepGlob
32. loom-documentationcosmix/loom

    Creates and maintains technical documentation including API docs, READMEs, architecture docs, changelogs, ADRs, and inline code comments.

    othermarkdownpythonrustReadGrepGlob
33. loom-data-visualizationcosmix/loom

    Build effective charts, dashboards, and reports across analytics, infrastructure monitoring, and ML domains.

    otherpythonReadGrepGlob
34. loom-prometheuscosmix/loom

    Prometheus monitoring and alerting for cloud-native observability.

    otherbashgopromqlpythonReadGrepGlob
35. loom-refactoringcosmix/loom

    Restructures existing code to improve readability, maintainability, and performance without changing behavior.

    otherpythonReadGrepGlob
36. synapmaximem-ai/maximem_synap_sdk

    Add persistent, structured long-term memory to AI agents using Maximem Synap. Use this skill whenever the user is building, debugging, or evaluating an AI agent and mentions any of

    otherpythontypescriptReadWriteEdit
37. automating-numbersiBz-04/gloamy

    Automates Apple Numbers via JXA with AppleScript dictionary discovery. Use when asked to "automate Numbers spreadsheets", "create spreadsheets programmatically", "JXA Numbers scrip

    otherjavascriptpythonBashReadWrite
38. automating-mailiBz-04/gloamy

    Automates Apple Mail via JXA with AppleScript dictionary discovery. Use when asked to "automate email", "send mail via script", "JXA Mail automation", or "filter email messages". C

    otherjavascriptpythonBashReadWrite
39. web-browser-automationiBz-04/gloamy

    Comprehensive macOS browser automation using PyXA, Playwright, Selenium, and Puppeteer for desktop web testing, scraping, and workflow automation. Use when asked to "automate web b

    otherjavascriptpythonBashReadWrite
40. automating-wordiBz-04/gloamy

    Automates Microsoft Word via JXA with AppleScript dictionary discovery. Use when asked to "automate Word documents", "find and replace in Word", "JXA Word scripting", or "create Wo

    otherjavascriptpythonBashReadWrite
41. automating-chromeiBz-04/gloamy

    Automates Google Chrome and Chromium-based browsers via JXA with AppleScript dictionary discovery. Use when asked to "automate Chrome tabs", "control browser with JXA", "Chrome App

    otherbashjavascriptpythonBashReadWrite
42. automating-remindersiBz-04/gloamy

    Automates Apple Reminders using JavaScript for Automation (JXA). Use when asked to "create reminders programmatically", "automate reminder lists", "JXA Reminders scripting", or "ma

    otherjavascriptpythonBashReadWrite
43. automating-notesiBz-04/gloamy

    Automates Apple Notes via JXA (osascript). Use when asked to "create notes programmatically", "automate Notes app", "JXA notes scripting", or "organize notes with automation". Cove

    otherjavascriptpythonBashReadWrite
44. automating-calendariBz-04/gloamy

    Automates macOS Calendar via JXA with AppleScript dictionary discovery. Use when asked to "create calendar events", "automate calendar", "JXA calendar scripting", "EventKit automat

    otherjavascriptpythonBashReadWrite
45. automating-mac-appsiBz-04/gloamy

    Automates macOS apps via Apple Events using AppleScript (discovery), JXA (legacy), and PyXA (modern Python). Use when asked to "automate Mac apps", "write AppleScript", "JXA script

    otherbashpythonBashReadWrite
46. write-testswhitecircle/halo

    Write CPU or GPU correctness/benchmark tests for Halo using the shared harness + manifest. Use when adding a test for a trainer, parallelism mode, kernel, optimizer, model family,

    otherbashpythonReadEditWrite
47. intelligence-engineerVinix24/vnx-orchestration

    VNX-specific domain expertise for the intelligence system, central state databases, and dispatch lifecycle. Use when working on quality_intelligence.db / runtime_coordination.db, c

    otherpythonsql[ReadWriteEdit
48. database-engineerVinix24/vnx-orchestration

    SQLite database expertise for migrations, multi-tenant patterns, transactional safety, FTS5 virtual tables, and schema evolution. Use this skill for ANY work involving schema chang

    otherpythonsql[ReadWriteEdit
49. ggetdralkh/iktinah

    Fast CLI/Python queries to 20+ bioinformatics databases. Use for quick lookups: gene info, BLAST/BLAT, viral sequence downloads, AlphaFold structures, enrichment analysis, OpenTarg

    otherbashpythonReadWriteEdit
50. rdkitdralkh/iktinah

    Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints, substructure search, 2D/3D generation, similarity, react

    otherbashpythonReadWriteEdit
51. matplotlibdralkh/iktinah

    Low-level plotting library for full customization. Use when you need fine-grained control over every plot element, creating novel plot types, or integrating with specific scientifi

    otherbashpythonReadWriteBash
52. diffdockdralkh/iktinah

    DiffDock and DiffDock-L molecular docking. Use for protein-small-molecule pose prediction from PDB or sequence plus SMILES/SDF/MOL2, batch docking, virtual screening, and pose-conf

    otherbashcsvpythonReadWriteEdit
53. mir-backend-python-flaskanantbhandarkar/make-it-right

    Make It Right (Flask module). Flask 3.1 + Werkzeug 3.1 specific reliability augmentation. Use alongside the mir-backend skill when the target stack is Flask — it carries the mechan

    otherpythonReadWriteEdit
54. mir-backend-python-djangoanantbhandarkar/make-it-right

    Make It Right (Django module). Django 6.1 / 5.2 LTS + Django REST Framework specific reliability augmentation. Use alongside the mir-backend skill when the target stack is Django —

    otherpythonReadWriteEdit
55. ag-5-documentosandregusman-raiz/a-gusman-claude

    Documentacao: Office (PPTX/DOCX/XLSX/PDF), README, API, diagramas, specs, changelog, data dictionary e CSV; executive para decks.

    otherbashjsonpythontypescriptReadWriteEdit
56. zach-lingxing-openapi-clientzach22-1999/lingxing-mcp

    搭建并复用领星 ERP OpenAPI 接入底座，处理 token、sign、店铺/站点映射、文档缓存与基础烟测。 使用时机：准备接入领星接口、编写依赖领星数据的新 skill、或排查领星 OpenAPI 鉴权与请求问题。 触发词：/zach-lingxing-openapi-client

    otherbashpythonReadGlobBash
57. swarm-iosmrokoss21/swarm-iosm

    Orchestrate complex development with AUTOMATIC parallel subagent execution, continuous dispatch scheduling, dependency analysis, file conflict detection, and IOSM quality gates. An

    otherbashmarkdownpythonReadGrepGlob+7 files
58. ggettassiovale/claude-code-kit

    Fast CLI/Python queries to 20+ bioinformatics databases. Use for quick lookups: gene info, BLAST/BLAT, viral sequence downloads, AlphaFold structures, enrichment analysis, OpenTarg

    otherbashpythonReadWriteEdit
59. diffdocktassiovale/claude-code-kit

    DiffDock and DiffDock-L molecular docking. Use for protein-small-molecule pose prediction from PDB or sequence plus SMILES/SDF/MOL2, batch docking, virtual screening, and pose-conf

    otherbashcsvpythonReadWriteEdit
60. matplotlibtassiovale/claude-code-kit

    Low-level plotting library for full customization. Use when you need fine-grained control over every plot element, creating novel plot types, or integrating with specific scientifi

    otherbashpythonReadWriteBash

Browse all 69,865 skills →200 at a time, grouped by owner. The list above is the skills with the highest standing; this is every one of them.

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