Agent skills that run python, that ask for Edit

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-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
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. 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
5. 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
6. 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
7. 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
8. 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
9. 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
10. skill-developerparcadei/Continuous-Claude-v3

    Meta-skill for creating and managing Claude Code skills

    claude-codebashjsonmarkdownpythonBashReadWrite
11. agentica-sdkparcadei/Continuous-Claude-v3

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

    claude-codejsonpythonBashReadWrite
12. 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
13. 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
14. 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
15. 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
16. 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
17. 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
18. 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
19. skill-developervibeeval/vibecosystem

    Meta-skill for creating and managing Claude Code skills

    claude-codebashjsonmarkdownpythonBashReadWrite
20. agentica-sdkvibeeval/vibecosystem

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

    claude-codejsonpythonBashReadWrite
21. 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
22. 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
23. 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
24. 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
25. 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
26. 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
27. 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
28. 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
29. 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
30. 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
31. 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
32. 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*)
33. 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
34. 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
35. 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
36. 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
37. 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
38. search-litAperivue/medsci-skills

    Literature search and citation management for medical research. Searches PubMed, Semantic Scholar, and bioRxiv/medRxiv with verified citations. Anti-hallucination — every reference

    pluginbashbibtexpythonReadWriteEdit
39. comprehensive-testingmajiayu000/spellbook

    Complete testing strategy covering TDD workflow, test pyramid, unit/integration/E2E/property testing, framework best practices (Jest, Vitest, pytest), mock strategies, and CI integ

    pluginbashgoinimarkdownReadGrepGlob+1 files
40. canvas-reading-annotationX-isdoingreat/canvas-pilot

    Generic reading-annotation handler for academic-writing courses — annotates reading PDFs with color-coded highlights + margin notes + filled answer blanks per the instructor's rubr

    claude-codejsonmarkdownpythonBashReadWrite
41. canvas-ics33X-isdoingreat/canvas-pilot

    Generic code-course handler — programming assignments where the spec lives outside Canvas (instructor's external site, attached PDF, or referenced textbook), starter code is downlo

    claude-codemarkdownpythonBashReadWrite
42. canvas-insideX-isdoingreat/canvas-pilot

    Canvas in-page answering handler — currently scoped to Classic Quizzes (`online_quiz`); see the SKILL's Scope note. Handles open quizzes (MCQ, multi-answer, T/F, matching, short-an

    claude-codejsonmarkdownpythonBashReadWrite
43. canvas-scanX-isdoingreat/canvas-pilot

    This skill should be used when scanning Canvas for pending assignments and producing an approval-gated plan. Invoked manually when the user says "check canvas", "scan canvas", "wha

    claude-codebashjsonmarkdownpythonBashReadWrite+1 files
44. canvas-humanizer-surgicalX-isdoingreat/canvas-pilot

    Second-pass humanizer that fixes specific issues left over from canvas-humanizer (v2) without re-introducing LLM-shaped prose. v3 design uses per-position-differentiated ESL regist

    claude-codejsonpythonyamlBashReadWrite
45. canvas-awkward-syntaxX-isdoingreat/canvas-pilot

    Direct-commit syntactically-marked rewrite humanizer. Single sub-agent per sentence (K=1, no candidate competition), role-aware transformation allowlist, paragraph-balanced constra

    claude-codejsonpythonBashReadWrite
46. canvas-humanizerX-isdoingreat/canvas-pilot

    Reduces AI-detection signals in drafted text by routing every non-locked sentence through round-trip translation (English → intermediate language → English) and selecting the candi

    claude-codejsonpythonyamlBashReadWrite
47. canvas-genericX-isdoingreat/canvas-pilot

    Fallback runtime-designed handler for Canvas assignments that don't fit any of the 5 specific skills (canvas-ics33 / canvas-reading-annotation / canvas-essay / canvas-zybooks / can

    claude-codejsonpythonBashReadWrite
48. canvas-humanizer-loopX-isdoingreat/canvas-pilot

    Nested-loop wrapper around canvas-humanizer that runs the round-trip humanizer, audits its output for meaning/structure/rubric damage via 3 parallel sub-agents with majority vote,

    claude-codejsonpythonBashReadWrite
49. canvas-executeX-isdoingreat/canvas-pilot

    This skill should be used when executing an already-scanned Canvas plan after the user has approved it. Invoked after `canvas-scan` wrote `runs/<today>/plan.json` and the user repl

    claude-codebashjsonmarkdownpythonBashReadWrite+1 files
50. canvas-setupX-isdoingreat/canvas-pilot

    Use this skill on a fresh Canvas Pilot install when the student has never configured the project before. Trigger phrases include "set me up", "set up canvas pilot", "install canvas

    claude-codebashpythonyamlBashReadWrite
51. add-strategywhchien/ai-trader

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

    otherbashpythonReadWriteEdit
52. qiskit-mcp-devQiskit/mcp-servers

    Guide development of Qiskit MCP servers. Use when creating tools, resources, tests, or new servers. Helps with async patterns, pytest fixtures, GitHub CI/CD setup, and code quality

    claude-codebashpythontomlReadGrepGlob+1 files
53. 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
54. datum-systemelasticdotventures/_b00t_

    Helps work with the b00t datum system - TOML-based configuration for AI models, providers, and services. Datums are stored in ~/.dotfiles/_b00t_/ and specify WHICH environment vari

    pluginbashpythontomlReadWriteEdit
55. direnv-patternelasticdotventures/_b00t_

    Implements the b00t environment management pattern: direnv → .envrc → dotenv → .env where datums specify WHICH environment variables are required and .env contains the actual secre

    pluginbashgitignorepythontomlReadWriteEdit
56. processing-pdfstelagod/code-abyss

    Processes PDF files. Extracts text and tables, fills forms, merges and splits documents, batch-processes files, converts to images, and generates PDFs programmatically. Use when wo

    pluginpythonBashReadWrite+4 files
57. reducing-aigc-detectiontelagod/code-abyss

    Systematically reduce AIGC detection rates in academic papers (Chinese/English). Analyzes detection reports, identifies high-impact sections, applies multi-layer rewriting strategi

    pluginpythonBashReadWrite
58. loom-debuggingcosmix/loom

    Systematic diagnosis and resolution of software bugs, test failures, data quality issues, and performance problems.

    otherbashpythonReadGrepGlob
59. loom-data-visualizationcosmix/loom

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

    otherpythonReadGrepGlob
60. loom-documentationcosmix/loom

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

    othermarkdownpythonrustReadGrepGlob

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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