Agent skills that run python, that ask for Glob, 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. 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
2. 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
3. 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
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. 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
6. 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
7. 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
8. 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
9. 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
10. 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
11. 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
12. 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
13. securityalinaqi/maggy

    OWASP security patterns, secrets management, security testing

    otherbashgitignorejsonmarkdownReadGlobGrep
14. 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
15. 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
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. 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
18. 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
19. 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
20. 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
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. brief-compliance-checkflonat/flonat-research

    Check a LaTeX coursework submission against the requirements in a supplied PDF assessment brief. Use when verifying format, required sections, word limits, or deliverables before s

    otherbashpythonReadGlobBash(uv:*)
23. add-strategywhchien/ai-trader

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

    otherbashpythonReadWriteEdit
24. loom-testingcosmix/loom

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

    otherjavascriptpythonrustReadGrepGlob
25. loom-refactoringcosmix/loom

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

    otherpythonReadGrepGlob
26. loom-prometheuscosmix/loom

    Prometheus monitoring and alerting for cloud-native observability.

    otherbashgopromqlpythonReadGrepGlob
27. loom-security-auditcosmix/loom

    Comprehensive security audits across applications, APIs, infrastructure, and data pipelines.

    otherbashnginxpythonReadGrepGlob
28. loom-documentationcosmix/loom

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

    othermarkdownpythonrustReadGrepGlob
29. loom-code-reviewcosmix/loom

    Comprehensive code review covering correctness, maintainability, performance, security, and best practices.

    othermarkdownpythonReadGrepGlob
30. loom-model-evaluationcosmix/loom

    Evaluates ML models for performance, fairness, and reliability.

    otherpythonReadGrepGlob
31. loom-debuggingcosmix/loom

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

    otherbashpythonReadGrepGlob
32. loom-data-visualizationcosmix/loom

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

    otherpythonReadGrepGlob
33. 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
34. odoo-advisorpantalytics/odoo-mcp-pro

    Use when choosing which Odoo app/module fits a business process, mapping data to Odoo models, or deciding where to import data. Also use when the user asks "which Odoo app should I

    otherpythonReadGrepGlob
35. 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
36. 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
37. 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
38. 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
39. 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
40. 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
41. 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
42. ways-testsaaronsb/claude-code-config

    Score way matching (embedding and BM25), analyze vocabulary, and validate frontmatter. Use when testing how well a way matches prompts, checking cosine similarity or BM25 scores, i

    otherbashpythonyamlBashReadGlob
43. api-design-reviewershahtuyakov/claude-setup

    Expert API design reviewer for REST, GraphQL, and gRPC APIs. Analyzes API designs for security, performance, consistency, scalability, and maintainability. Use when designing new A

    otherbashgraphqljavascriptjsonReadGrepGlob+5 files

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