Agent skills that run python, that ask for Read, in claude-code 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. 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
2. upgrade-stripebex-co/bex

   Guide for upgrading Stripe API versions and SDKs

   claude-codebashhtmljavascriptpythonBash(stripe:*)Bash(npm:*)Bash(go:*)
3. mcp-chainingparcadei/Continuous-Claude-v3

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

   claude-codebashpythonBashRead
4. agentica-infrastructureparcadei/Continuous-Claude-v3

   Reference guide for Agentica multi-agent infrastructure APIs

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

   Identify failure modes before they occur using structured risk analysis

   claude-codemarkdownpythonyamlReadGrepGlob
6. morph-applyparcadei/Continuous-Claude-v3

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

   claude-codebashpythonBashRead
7. agentica-claude-proxyparcadei/Continuous-Claude-v3

   Guide for integrating Agentica SDK with Claude Code CLI proxy

   claude-codebashpythonReadBash
8. skill-developerparcadei/Continuous-Claude-v3

   Meta-skill for creating and managing Claude Code skills

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

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

   claude-codejsonpythonBashReadWrite
10. exploreparcadei/Continuous-Claude-v3

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

    claude-codebashmarkdownpythonyamlBashTaskRead
11. python-skillsllama-farm/llamafarm

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

    claude-codepythontomlReadGrepGlob+6 files
12. config-skillsllama-farm/llamafarm

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

    claude-codebashpythonReadGrepGlob+7 files
13. rag-skillsllama-farm/llamafarm

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

    claude-codepythonReadGrepGlob+5 files
14. server-skillsllama-farm/llamafarm

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

    claude-codepythonReadGrepGlob+10 files
15. 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
16. 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
17. 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
18. 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
19. 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
20. 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
21. 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
22. premortemvibeeval/vibecosystem

    Identify failure modes before they occur using structured risk analysis

    claude-codemarkdownpythonyamlReadGrepGlob
23. morph-applyvibeeval/vibecosystem

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

    claude-codebashpythonBashRead
24. explorevibeeval/vibecosystem

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

    claude-codebashmarkdownpythonyamlBashTaskRead
25. agentica-infrastructurevibeeval/vibecosystem

    Reference guide for Agentica multi-agent infrastructure APIs

    claude-codepythonRead
26. skill-developervibeeval/vibecosystem

    Meta-skill for creating and managing Claude Code skills

    claude-codebashjsonmarkdownpythonBashReadWrite
27. agentica-claude-proxyvibeeval/vibecosystem

    Guide for integrating Agentica SDK with Claude Code CLI proxy

    claude-codebashpythonReadBash
28. mcp-chainingvibeeval/vibecosystem

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

    claude-codebashpythonBashRead
29. agentica-sdkvibeeval/vibecosystem

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

    claude-codejsonpythonBashReadWrite
30. 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
31. 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
32. 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
33. 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
34. 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
35. 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
36. 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
37. 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
38. 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
39. 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
40. 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
41. 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
42. 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
43. zach-product-researchzach22-1999/amazon-skills

    基于Sorftime MCP的选品分析，发现高潜力市场机会、多维度属性标注与交叉分析、验证竞争格局、测算投入产出、输出Go/No-Go决策与选品报告。 使用时机：选品立项前的市场调研。新品上架工作流第一步。 触发词：/zach-product-research

    claude-codebashjsonmarkdownpythonReadWriteEdit
44. deep-analysisnicepkg/auto-company

    Analytical thinking patterns for comprehensive evaluation, code audits, security analysis, and performance reviews. Provides structured templates for thorough investigation with ex

    claude-codemarkdownpythonBashReadWrite
45. v8unpack-cfDesko77/claude-code-skills-1c

    Распаковка и сборка бинарных файлов 1С (CF/CFE/EPF) через Python-утилиту v8unpack. Используй когда нужно распаковать конфигурацию, расширение или обработку в исходники, или собрать

    claude-codebashpythonBashReadGlob
46. deep-analysisNikitaDmitrieff/auto-co-meta

    Analytical thinking patterns for comprehensive evaluation, code audits, security analysis, and performance reviews. Provides structured templates for thorough investigation with ex

    claude-codemarkdownpythonBashReadWrite
47. score-generatetskovlund/mcp-score

    Generate music scores as MusicXML using music21 Python scripts. Use when the user says "create a score", "generate a chart", "write a lead sheet", "make an arrangement", "write out

    claude-codebashpythonBashWriteRead
48. releasespinje/pflow

    Run the pflow release process — generate changelog, bump version, commit, and create GitHub Release

    claude-codebashpythonBash(uv run pflow:*)Bash(git:*)Bash(gh:*)
49. intelligent-testingdefinableai/definable.ai

    Enforces the project's testing strategy whenever writing, editing, or reviewing tests. Triggers on any test-related work including writing new tests, fixing failing tests, adding t

    claude-codebashinipythonReadWriteEdit
50. wordlistsmukul975/Threatswarm

    SecLists path map, hashcat rules, CeWL usage, and custom wordlist generation for all attack categories

    claude-codebashpythonBashRead
51. exploit-dbmukul975/Threatswarm

    Exploit-DB and searchsploit reference — EDB→Metasploit module mappings, PoC reliability rubric, CVSS tier quick reference, and searchsploit usage patterns

    claude-codebashpythonBashRead
52. prometheusCloudChef/atlasclaw-providers

    Prometheus monitoring and alerting for cloud-native observability. Use when implementing metrics collection, PromQL queries, alerting rules, service discovery, recording rules, and

    claude-codebashgopromqlpythonReadGrepGlob
53. meta-capicognyai/claude-code-marketing-skills

    Meta Conversions API (CAPI) Setup Reference — architecture, event types, customer information hashing, deduplication, implementation examples, AEM, and testing

    claude-codejavascriptpythonWebFetchWebSearchBash
54. ga4-eventscognyai/claude-code-marketing-skills

    GA4 Event Implementation Reference — complete event taxonomy, parameter lists, implementation patterns (gtag.js, GTM, Measurement Protocol), and validation techniques

    claude-codebashjavascriptpythonsqlWebFetchWebSearchBash
55. rclone-guidebbvch-ai/aihub-core

    Reference for rclone integration in the pipeline system. Covers RcloneSourceFactory (env-var config), RcloneSourceConfig (programmatic config), RcloneClient (RC API), RcloneResourc

    claude-codebashpythonReadGrepGlob
56. dagster-pipelinesbbvch-ai/aihub-core

    Comprehensive reference for Dagster pipelines: asset factories, ops patterns, resources, IO managers, sensors, partitions, automation conditions, and the two-stage pipeline archite

    claude-codepythonReadGrepGlob
57. bot-frameworkbbvch-ai/aihub-core

    Comprehensive reference for the bot integration framework (packages/bot): handler architecture, CompletionHandler pattern, multi-channel handling (Teams, Slack, WebChat), BITL flow

    claude-codepythonReadGrepGlob
58. scaffold-agentbbvch-ai/aihub-core

    Generate a new AI agent with all boilerplate (agent class, events, config with form duality, memory, LLM streaming, i18n, BDD tests, entry point). Includes pattern catalog, executi

    claude-codebashgherkinpythonyamlReadWriteBash
59. i18nbbvch-ai/aihub-core

    Comprehensive i18n reference and validation. Covers the dual i18n architecture (frontend Nuxt i18n + backend python-i18n), LocaleHandler/LocaleString class hierarchies, translation

    claude-codebashpythonyamlReadBashGrep
60. debug-agentbbvch-ai/aihub-core

    Debug an AI agent using code analysis and MCP-powered runtime inspection (NATS streams, MongoDB events, Langfuse traces). Covers execution semantics, race conditions, engineering c

    claude-codebashgherkinjsonmarkdownReadWriteEdit

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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