Agent skills that run python, that ask for Write

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. bat-story-evalhomeassistant-ai/ha-mcp

   Compare MCP tool behavior between target and baseline versions using pre-built and custom stories with diff-based triage.

   claude-codebashpythonyamlBashReadWrite
3. 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
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. 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
6. 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
7. 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
8. 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
9. pyfixest-referencebrycewang-stanford/Auto-Empirical-Research-Skills

   Dense, machine-readable API reference for PyFixest — high-dimensional fixed-effects OLS/WLS/IV and Poisson (feols, fepois, feglm), clustered/robust standard errors, R-style formula

   pluginpythonReadWriteEdit
10. digital-health-clinical-asr-finetuneNVIDIA/skills

    Stage 4 of the Clinical ASR Flywheel. Use when priority KER is above 0.3 to run stock NeMo SFT on Parakeet TDT v2 and offline cycle N+1 re-eval. NOT for generic word boosting (use

    pluginbashpythonReadWriteBash+2 files
11. digital-health-clinical-asr-setupNVIDIA/skills

    Stage 1 of Clinical ASR Flywheel. Use when bootstrapping a cycle: NVCF+MW disclosure, NVIDIA_API_KEY check, deps install, TTS+ASR smoke test.

    pluginbashpythonReadWriteBash+1 files
12. warp-compile-time-optimizerNVIDIA/skills

    Use when compile time or startup time is the problem in code that uses Warp: a request to improve, optimize, or cut compile times; an app that is slow to start or stalls at the fir

    pluginbashpythonBashReadEdit
13. agentica-sdkparcadei/Continuous-Claude-v3

    Build Python agents with Agentica SDK - @agentic decorator, spawn(), persistence, MCP integration

    claude-codejsonpythonBashReadWrite
14. skill-developerparcadei/Continuous-Claude-v3

    Meta-skill for creating and managing Claude Code skills

    claude-codebashjsonmarkdownpythonBashReadWrite
15. exploreparcadei/Continuous-Claude-v3

    Meta-skill for internal codebase exploration at varying depths (quick/deep/architecture)

    claude-codebashmarkdownpythonyamlBashTaskRead
16. 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
17. 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
18. 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
19. 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
20. 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
21. 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
22. enterpriseww-w-ai/bkit-claude-code

    Enterprise-grade systems with microservices, Kubernetes, Terraform, and AI Native methodology. For multi-feature initiatives spanning a release timeline, combine with /sprint maste

    pluginhclpythonyamlReadWriteEdit
23. 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
24. 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。

    claude-codejsonmarkdownpythonReadGrepGlob
25. 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。

    claude-codejavascriptjsonmarkdownpythonReadGrepGlob
26. 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
27. 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
28. 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
29. 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
30. 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
31. 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。

    claude-codejsonmarkdownpythonReadGrepGlob
32. 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。

    claude-codemarkdownpythonReadGrepGlob
33. 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

    claude-codejsonpythonReadWriteGrep
34. agentica-sdkvibeeval/vibecosystem

    Build Python agents with Agentica SDK - @agentic decorator, spawn(), persistence, MCP integration

    claude-codejsonpythonBashReadWrite
35. skill-developervibeeval/vibecosystem

    Meta-skill for creating and managing Claude Code skills

    claude-codebashjsonmarkdownpythonBashReadWrite
36. explorevibeeval/vibecosystem

    Meta-skill for internal codebase exploration at varying depths (quick/deep/architecture)

    claude-codebashmarkdownpythonyamlBashTaskRead
37. core-mlrshankras/claude-code-apple-skills

    Core ML, Create ML, Vision framework, Natural Language framework, on-device ML integration. Use when user wants image classification, text analysis, object detection, sound classif

    pluginpythonswiftReadWriteEdit
38. nav-profilealekspetrov/navigator

    Manage user preferences and corrections for bilateral modeling. Auto-learns from session corrections. Use when user says "save my preferences", "remember I like...", or auto-trigge

    pluginbashjsonmarkdownpythonReadWriteEdit
39. frontend-componentalekspetrov/navigator

    Create React/Vue component with TypeScript, tests, and styles. Auto-invoke when user says "create component", "add component", "new component", or "build component".

    pluginbashcssjsonpythonReadWriteEdit
40. plugin-slash-commandalekspetrov/navigator

    Generate new Navigator slash commands following project conventions. Use when user says "add slash command", "create command", "new /nav command", or "add /nav:[name] command".

    pluginmarkdownpythonReadWriteEdit
41. product-designalekspetrov/navigator

    Automates design review, token extraction, component mapping, and implementation planning. Reduces design handoff from 6-10 hours to 5 minutes via direct Figma MCP integration. Aut

    pluginbashjsonmarkdownpythonReadWriteEdit
42. visual-regressionalekspetrov/navigator

    Setup visual regression testing with Storybook stories, configuration, and CI/CD workflows. Supports Chromatic, Percy, BackstopJS. Auto-invoke when user says "set up visual regress

    pluginjavascriptjsonmarkdownpythonReadWriteBash
43. nav-skill-creatoralekspetrov/navigator

    Analyze codebase patterns and create custom skills for repetitive workflows. Use when project needs automation or pattern enforcement. Auto-invoke when user says "create a skill fo

    pluginbashjsonmarkdownpythonReadWriteEdit
44. nav-initalekspetrov/navigator

    Initialize Navigator documentation structure in a project. Auto-invokes when user says "Initialize Navigator", "Set up Navigator", "Create Navigator structure", or "Bootstrap Navig

    pluginbashjsonpythonWriteBashRead
45. nav-loopalekspetrov/navigator

    Run tasks until complete with structured completion signals. Auto-invoke when user says "run until done", "keep going until complete", "iterate until finished", "loop mode", "auton

    pluginbashjsonpilot-signalpythonReadWriteEdit
46. nav-diagnosealekspetrov/navigator

    Detect quality drops in AI output and prompt re-anchoring. Auto-triggers after repeated corrections, context confusion, or when user says "something seems off", "you're not getting

    pluginjsonpythonReadWriteBash
47. 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*)
48. 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
49. 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
50. 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*
51. 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*)
52. 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
53. 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
54. 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
55. gtplannerOpenSQZ/GTPlanner

    使用 GTPlanner 生成项目规划和技术架构文档。当用户需要： (1) 生成 PRD 或产品需求文档 (2) 规划项目架构 (3) 技术选型和推荐 (4) 创建详细设计文档 (5) 分析项目可行性 时触发此 skill。支持中英日西法五种语言。 触发词："PRD"、"项目规划"、"架构设计"、"技术方案"、"设计文档"。

    claude-codebashpythonBashReadWrite+3 files
56. fill-protocolAperivue/medsci-skills

    Fill institutional Word form templates (.doc/.docx) for IRB protocols, ethics applications, grant proposals, and other structured research documents while preserving the original s

    pluginbashpythonyamlReadWriteEdit
57. analyze-statsAperivue/medsci-skills

    Statistical analysis for medical research papers. Generates reproducible Python/R code with publication-ready tables and figures. Supports diagnostic accuracy, inter-rater agreemen

    pluginbashpythonrReadWriteEdit+1 files
58. present-paperAperivue/medsci-skills

    Academic presentation preparation — paper-driven (journal club, grand rounds, seminar) and lecture/teaching decks (course material, workshop slides, conference talks). Analyzes sou

    pluginbashdotpythonReadWriteEdit
59. make-figuresAperivue/medsci-skills

    Generate publication-ready figures and visual abstracts for medical research papers. Supports ROC curves, forest plots, CONSORT/STARD/PRISMA flow diagrams, calibration plots, Kapla

    pluginbashpythonReadWriteEdit
60. lit-syncAperivue/medsci-skills

    Sync research references from .bib files to Zotero library + Obsidian literature notes. Extract cross-cutting concept notes when enough literature accumulates. Works after /search-

    pluginbashjsonmarkdownpythonReadWriteEdit

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.

The whole corpus is one call away through the search API, or ask a question of it on the index itself.