Agent skills that run python, that ask for Read

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. rerun-parquetrerun-io/rerun

   Ingest tabular Parquet files into Rerun chunk streams with rerun.experimental.ParquetReader. Read when converting trajectory or sensor tables (LeRobot-style parquet, exported logs)

   otherpythonReadGrepBash
4. rerun-mcaprerun-io/rerun

   Ingest MCAP files into Rerun chunk streams with rerun.chunk.McapReader. Read when converting an MCAP recording, selecting topics or decoders, decoding custom protobuf messages, or

   otherpythonReadGrepBash
5. rerun-mp4rerun-io/rerun

   Ingest .mp4 video into Rerun chunk streams with rerun.experimental.Mp4Reader. Read when converting video into a VideoStream, choosing stream vs asset mode, transcoding (B-frames, o

   otherpythonReadGrepBash
6. rerun-urdfrerun-io/rerun

   Drive the Rerun URDF API (rerun.urdf.UrdfTree) to ingest a URDF as a Transform3D layer on a robot recording. Read when logging a robot model, running forward kinematics from joint

   otherpythonReadGrepBash
7. rerun-blueprintrerun-io/rerun

   Design a Rerun blueprint from the data, then iterate on it from headless screenshots. Read this when laying out a recording or dataset in the viewer, designing a default blueprint,

   otherpythonReadGrepBash
8. rerun-lerobotrerun-io/rerun

   Ingest a LeRobot (HuggingFace) dataset into Rerun. Read when converting a LeRobot dataset to RRDs, splitting it into per-episode segments, or registering it on a Rerun catalog. Cov

   otherpythonReadGrepBash
9. rerun-chunk-processingrerun-io/rerun

   Core mechanics of the Rerun Chunk Processing API (rerun.experimental) — LazyChunkStream pipelines, Chunk, lenses (MutateLens/DeriveLens/Selector), RrdReader, writing optimized RRDs

   otherpythonReadGrepBash
10. rerun-catalog-queriesrerun-io/rerun

    Performance patterns and gotchas for querying a Rerun catalog from Python. Reach for this when a CatalogClient/dataset query is unexpectedly slow, or when shaping a per-segment / p

    otherpythonReadGrepBash
11. code-reviewerJeffallan/claude-skills

    Analyzes code diffs and files to identify bugs, security vulnerabilities (SQL injection, XSS, insecure deserialization), code smells, N+1 queries, naming issues, and architectural

    pluginpythonReadGrepGlob
12. 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
13. 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
14. 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
15. 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
16. 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
17. 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
18. marginaleffectsbrycewang-stanford/Auto-Empirical-Research-Skills

    Manual for the marginaleffects R and Python package, and guide to the book "Model to Meaning". Use when users ask about predictions, comparisons, slopes, marginal effects, average

    pluginpythonrReadGrepGlob
19. 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
20. upgrade-stripebex-co/bex

    Guide for upgrading Stripe API versions and SDKs

    claude-codebashhtmljavascriptpythonBash(stripe:*)Bash(npm:*)Bash(go:*)
21. 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
22. cudaq-guideNVIDIA/skills

    CUDA-Q onboarding guide for installation, test programs, GPU simulation, QPU hardware, and quantum applications.

    pluginbashpythonReadGlobGrep
23. 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
24. 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
25. morph-applyparcadei/Continuous-Claude-v3

    Fast file editing via Morph Apply API (10,500 tokens/sec, 98% accuracy)

    claude-codebashpythonBashRead
26. skill-developerparcadei/Continuous-Claude-v3

    Meta-skill for creating and managing Claude Code skills

    claude-codebashjsonmarkdownpythonBashReadWrite
27. agentica-claude-proxyparcadei/Continuous-Claude-v3

    Guide for integrating Agentica SDK with Claude Code CLI proxy

    claude-codebashpythonReadBash
28. mcp-chainingparcadei/Continuous-Claude-v3

    Research-to-implement pipeline chaining 5 MCP tools with graceful degradation

    claude-codebashpythonBashRead
29. agentica-sdkparcadei/Continuous-Claude-v3

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

    claude-codejsonpythonBashReadWrite
30. agentica-infrastructureparcadei/Continuous-Claude-v3

    Reference guide for Agentica multi-agent infrastructure APIs

    claude-codepythonRead
31. premortemparcadei/Continuous-Claude-v3

    Identify failure modes before they occur using structured risk analysis

    claude-codemarkdownpythonyamlReadGrepGlob
32. exploreparcadei/Continuous-Claude-v3

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

    claude-codebashmarkdownpythonyamlBashTaskRead
33. 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
34. 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
35. 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
36. 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
37. 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
38. 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
39. config-skillsllama-farm/llamafarm

    Configuration module patterns for LlamaFarm. Covers Pydantic v2 models, JSONSchema generation, YAML processing, and validation.

    claude-codebashpythonReadGrepGlob+7 files
40. server-skillsllama-farm/llamafarm

    Server-specific best practices for FastAPI, Celery, and Pydantic. Extends python-skills with framework-specific patterns.

    claude-codepythonReadGrepGlob+10 files
41. runtime-skillsllama-farm/llamafarm

    Universal Runtime best practices for PyTorch inference, Transformers models, and FastAPI serving. Covers device management, model loading, memory optimization, and performance tuni

    claude-codepythonReadGrepGlob+10 files
42. common-skillsllama-farm/llamafarm

    Best practices for the Common utilities package in LlamaFarm. Covers HuggingFace Hub integration, GGUF model management, and shared utilities.

    claude-codepythonReadGrepGlob+6 files
43. rag-skillsllama-farm/llamafarm

    RAG-specific best practices for LlamaIndex, ChromaDB, and Celery workers. Covers ingestion, retrieval, embeddings, and performance.

    claude-codepythonReadGrepGlob+5 files
44. python-skillsllama-farm/llamafarm

    Shared Python best practices for LlamaFarm. Covers patterns, async, typing, testing, error handling, and security.

    claude-codepythontomlReadGrepGlob+6 files
45. zero-script-qaww-w-ai/bkit-claude-code

    Zero Script QA — test without scripts using structured JSON logging and Docker monitoring. Triggers: zero-script-qa, log testing, docker logs, QA

    pluginbashjsonmarkdownnginxReadGlobGrep
46. 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
47. securityalinaqi/maggy

    OWASP security patterns, secrets management, security testing

    otherbashgitignorejsonmarkdownReadGlobGrep
48. 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
49. 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
50. 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
51. 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
52. 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
53. 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
54. 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
55. 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
56. 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
57. 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
58. 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
59. agentica-infrastructurevibeeval/vibecosystem

    Reference guide for Agentica multi-agent infrastructure APIs

    claude-codepythonRead
60. agentica-claude-proxyvibeeval/vibecosystem

    Guide for integrating Agentica SDK with Claude Code CLI proxy

    claude-codebashpythonReadBash

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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