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Agent skills that run json, that ask for Read, in other format

A skill is a Markdown file that tells a coding agent how to do one job. We parse every one we can find — the frontmatter, the outline, the languages in its code blocks — so you can look for the one that fits instead of reading through a repository to find out.

69,865 skills from 9,574 repositories, last read 11 September 2026.

Format
anyclaude-codepluginother
Runs
anybashpythontypescriptjavascriptjsonyamlmarkdownsqlpowershell
Asks for
anyBashReadWriteEditGrepGlobWebFetchTask

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. opencli-browserjackwener/OpenCLI

    Use when an agent needs to drive a real Chrome window via opencli — inspect a page, fill forms, click through logged-in flows, or extract data ad-hoc. Covers the selector-first tar

    otherbashjsonBash(opencli:*)ReadEdit
  2. figure-specwanshuiyin/Auto-claude-code-research-in-sleep

    Generate deterministic publication-quality architecture, workflow, and pipeline diagrams from structured JSON (FigureSpec) into editable SVG. Use when user says "架构图", "workflow 图"

    otherbashjsonBash(*)ReadWrite+1 files
  3. auto-review-loop-minimaxwanshuiyin/Auto-claude-code-research-in-sleep

    Autonomous multi-round research review loop using MiniMax API. Use when you want to use MiniMax instead of Codex MCP for external review. Trigger with "auto review loop minimax" or

    otherbashjsonmarkdownBash(*)ReadGrep+4 files
  4. kill-argumentwanshuiyin/Auto-claude-code-research-in-sleep

    Two-thread adversarial review: a fresh reviewer constructs the strongest 200-word rejection memo, then a second fresh reviewer defends the paper point-by-point and surfaces still-u

    otherbashjsonmarkdownBash(*)ReadWrite+2 files
  5. feishu-notifywanshuiyin/Auto-claude-code-research-in-sleep

    Send notifications to Feishu/Lark. Internal utility used by other skills, or manually via /feishu-notify. Use when user says "发飞书", "notify feishu", or other skills need to send st

    otherbashjsonmarkdownBash(curl *)Bash(cat *)Read
  6. interview-cheatsheetwanshuiyin/Auto-claude-code-research-in-sleep

    Generate a long-form Chinese interview-prep cheat sheet on a specific ML/LLM topic — formulas with derivations, from-scratch PyTorch code, comparison tables, and 25 高频面试题 (L1 必会 /

    otherbashjsonBash(*)ReadWrite
  7. auto-paper-improvement-loopwanshuiyin/Auto-claude-code-research-in-sleep

    Autonomously improve a generated paper via GPT-6-Astra xhigh review → implement fixes → recompile, for 2 rounds. Use when user says "改论文", "improve paper", "论文润色循环", "auto improve"

    otherbashjsonmarkdownyamlBash(*)ReadWrite+1 files
  8. paper-claim-auditwanshuiyin/Auto-claude-code-research-in-sleep

    Zero-context verification that every number, comparison, and scope claim in the paper matches raw result files. Uses a fresh cross-model reviewer with NO prior context to prevent c

    otherjsonmarkdownBash(*)ReadWrite+1 files
  9. experiment-auditwanshuiyin/Auto-claude-code-research-in-sleep

    Audit experiment integrity before claiming results. Uses cross-model review (external reviewer backend) to check for fake ground truth, score normalization fraud, phantom results,

    otherjsonmarkdownBash(*)ReadWrite+1 files
  10. patent-pipelinewanshuiyin/Auto-claude-code-research-in-sleep

    Full patent drafting pipeline from invention description to jurisdiction-formatted filing documents. Supports CN (CNIPA), US (USPTO), EP (EPO). Supports invention patents and utili

    otherjsonmarkdownBash(*)ReadWrite
  11. citation-auditwanshuiyin/Auto-claude-code-research-in-sleep

    Zero-context verification that every bibliographic entry in the paper is real, correctly attributed, and used in a context the cited paper actually supports — catching hallucinated

    otherbashjsonmarkdownBash(*)ReadGrep+1 files
  12. proof-checkerwanshuiyin/Auto-claude-code-research-in-sleep

    Rigorous mathematical proof verification and fixing workflow. Reads a LaTeX proof, identifies gaps via cross-model review (external reviewer backend, ultra reasoning), fixes each g

    otherbashjsonmarkdownBash(*)ReadGrep+3 files
  13. qzcliwanshuiyin/Auto-claude-code-research-in-sleep

    Manage GPU compute jobs on the Qizhi (启智) platform using qzcli — a kubectl-style CLI tool. Use when user says "qzcli", "启智平台", "submit job", "stop job", "查计算组", "avail", "list jobs

    otherbashjsonBash(*)ReadWrite
  14. auto-review-loopwanshuiyin/Auto-claude-code-research-in-sleep

    Autonomous multi-round research review loop. In Copilot CLI it defaults to the native complementary rubber-duck subagent with host-event model evidence; elsewhere it uses Codex, wh

    otherbashjsonjsonlmarkdownBash(*)ReadGrep+4 files
  15. idea-creatorwanshuiyin/Auto-claude-code-research-in-sleep

    Generate and rank research ideas given a broad direction. Use when user says "找idea", "brainstorm ideas", "generate research ideas", "what can we work on", or wants to explore a re

    otherbashjsonmarkdownBash(*)ReadWrite+9 files
  16. 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
  17. paper-slideswanshuiyin/Auto-claude-code-research-in-sleep

    Generate conference presentation slides (beamer LaTeX → PDF + editable PPTX) from a compiled paper, with speaker notes and full talk script. Use when user says "做PPT", "做幻灯片", "mak

    otherbashjsonlatexmarkdownBash(*)ReadWrite
  18. paper-writingwanshuiyin/Auto-claude-code-research-in-sleep

    Workflow 3: Full paper writing pipeline that goes from a narrative report to a polished, submission-ready PDF. Use when user says "写论文全流程", "write paper pipeline", "从报告到PDF", "pape

    otherbashjsonmarkdownBash(*)ReadWrite+5 files
  19. auto-review-loop-llmwanshuiyin/Auto-claude-code-research-in-sleep

    Autonomous research review loop using any OpenAI-compatible LLM API. Configure via llm-chat MCP server or environment variables. Trigger with "auto review loop llm" or "llm review"

    otherbashjsonmarkdownBash(*)ReadGrep+4 files
  20. gemini-searchwanshuiyin/Auto-claude-code-research-in-sleep

    Search research papers via Gemini for broad literature discovery. Use when user says "gemini search", "gemini papers", "search with gemini", or wants AI-powered literature discover

    otherbashjsonBash(*)ReadWrite
  21. grant-proposalwanshuiyin/Auto-claude-code-research-in-sleep

    Draft a structured grant proposal from research ideas and literature. Supports KAKENHI (Japan), NSF (US), NSFC (China, including 面上/青年/优青/杰青/海外优青/重点), ERC (EU), DFG (Germany), SNSF

    otherbashjsonmarkdownBash(*)ReadWrite+3 files
  22. research-refinewanshuiyin/Auto-claude-code-research-in-sleep

    Turn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative GPT-6-Astra review. Use when the user says "refi

    otherjsonmarkdownBash(*)ReadWrite+3 files
  23. dse-loopwanshuiyin/Auto-claude-code-research-in-sleep

    Autonomous design space exploration loop for computer architecture and EDA. Runs a program, analyzes results, tunes parameters, and iterates until objective is met or timeout. Use

    otherjsonmarkdownBash(*)ReadGrep+1 files
  24. vast-gpuwanshuiyin/Auto-claude-code-research-in-sleep

    Rent, manage, and destroy GPU instances on vast.ai. Use when user says "rent gpu", "vast.ai", "rent a server", "cloud gpu", or needs on-demand GPU without owning hardware.

    otherbashjsonmarkdownBash(*)ReadWrite
  25. commons-orientationmereditharmcgee/the-commons

    Orient yourself to The Commons — learn what's here, how to participate, and where to start. Use before your first visit or when you need a guided tour.

    otherjsonBashWebFetchRead
  26. aris-paper-slidesOpenLAIR/dr-claw

    Generate conference presentation slides (beamer LaTeX → PDF + editable PPTX) from a compiled paper, with speaker notes and full talk script. Use when user says "做PPT", "做幻灯片", "mak

    otherbashjsonlatexmarkdownBash(*)ReadWrite
  27. aris-dse-loopOpenLAIR/dr-claw

    Autonomous design space exploration loop for computer architecture and EDA. Runs a program, analyzes results, tunes parameters, and iterates until objective is met or timeout. Use

    otherjsonmarkdownBash(*)ReadGrep
  28. aris-auto-paper-improvement-loopOpenLAIR/dr-claw

    Autonomously improve a generated paper via GPT-5.4 xhigh review → implement fixes → recompile, for 2 rounds. Use when user says "改论文", "improve paper", "论文润色循环", "auto improve", or

    otherbashjsonmarkdownBash(*)ReadWrite
  29. aris-grant-proposalOpenLAIR/dr-claw

    Draft a structured grant proposal from research ideas and literature. Supports KAKENHI (Japan), NSF (US), NSFC (China, including 面上/青年/优青/杰青/海外优青/重点), ERC (EU), DFG (Germany), SNSF

    otherjsonmarkdownBash(*)ReadWrite
  30. 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
  31. aris-research-refineOpenLAIR/dr-claw

    Turn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative GPT-5.4 review. Use when the user says "refine m

    otherjsonmarkdownBash(*)ReadWrite
  32. inno-grant-proposalOpenLAIR/dr-claw

    Help professors and researchers write, revise, adapt, and polish grant proposals for US agencies (NSF, NIH, DOE, DARPA, NASA) and Chinese agencies (NSFC 国自然). Use this skill whenev

    otherbashjsonReadWriteEdit
  33. aris-feishu-notifyOpenLAIR/dr-claw

    Send notifications to Feishu/Lark. Internal utility used by other skills, or manually via /feishu-notify. Supports push-only (webhook) and interactive (bidirectional) modes. Use wh

    otherbashjsonmarkdownBash(curl *)Bash(cat *)Read
  34. aris-vast-gpuOpenLAIR/dr-claw

    Rent, manage, and destroy GPU instances on vast.ai. Use when user says "rent gpu", "vast.ai", "rent a server", "cloud gpu", or needs on-demand GPU without owning hardware.

    otherbashjsonmarkdownBash(*)ReadWrite
  35. aris-auto-review-loopOpenLAIR/dr-claw

    Autonomous multi-round research review loop. Repeatedly reviews via Codex MCP, implements fixes, and re-reviews until positive assessment or max rounds reached. Use when user says

    otherbashjsonmarkdownBash(*)ReadGrep
  36. existing-repoalinaqi/maggy

    Analyze existing repositories, maintain structure, setup guardrails and best practices

    otherbashjavascriptjsonmarkdownReadGlobGrep
  37. securityalinaqi/maggy

    OWASP security patterns, secrets management, security testing

    otherbashgitignorejsonmarkdownReadGlobGrep
  38. unicliolo-dot-io/Uni-CLI

    Comprehensive guide to Uni-CLI — the open Agent-Computer Interface runtime for real software. Trigger when the user needs to fetch data from websites (Twitter, Bilibili, HackerNews

    otherbashjsonBashRead+3 files
  39. 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
  40. 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
  41. travel-health-analyzerhuifer/WellAlly-health

    分析旅行健康数据、评估目的地健康风险、提供疫苗接种建议、生成多语言紧急医疗信息卡片。支持WHO/CDC数据集成的专业级旅行健康风险评估。

    otherbashjsonmarkdownReadWriteGrep
  42. 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
  43. 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
  44. 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
  45. agent-architecture-audittempletongroup/radiant

    Full-stack diagnostic for agent and LLM applications. Audits the 12-layer agent stack for wrapper regression, memory pollution, tool discipline failures, hidden repair loops, and r

    otherbashjsonReadWriteEdit
  46. init-project-lightflonat/flonat-research

    Bootstrap a lightweight project with minimal guidance, context, and repository structure. Use when a small non-research project needs durable AI collaboration without the full rese

    otherjsonBash(mkdir*)Bash(ls*)Bash(touch*)
  47. ideasflonat/flonat-research

    Capture and integrate improvement ideas for the shared Claude Code and Codex infrastructure. Use when recording an infrastructure enhancement for later review rather than implement

    otherjsonmarkdownReadWriteEdit
  48. latex-health-checkflonat/flonat-research

    Compile all LaTeX projects and report cross-project build consistency. Use when checking whether a collection of papers builds cleanly. Not for rendered visual inspection after a c

    otherbashjsonReadEditWrite+2 files
  49. 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*)
  50. skill-creatorflonat/flonat-research

    Create, revise, and evaluate reusable AI workflow skills, including trigger-quality tests. Use when authoring a new skill, repairing an existing skill, or measuring whether its met

    otherbashjsonmarkdownReadWriteEdit+3 files
  51. volcengine-clibytedance/agentkit-samples

    Create and manage Volcengine cloud resources using the Volcengine CLI (`ve` command). Supports all Volcengine services including ECS, VPC, CLB, RDS, Redis, and more. Trigger this s

    otherbashjsonBashReadWrite+3 files
  52. wechat-article-searchnexus-research-lab/nexus

    搜索微信公众号文章，并整理标题、摘要、发布时间、来源公众号和链接。用户提到微信公众号、 公众号文章、微信文章、搜一批公众号资料、按关键词找公众号内容、查某公众号相关报道， 或需要为中文研究收集微信公众平台文章时使用；即使用户只说“搜微信里的文章”也应触发。 本 Skill 负责文章发现和结果整理，不用于批量抓取正文或长期监控。

    otherbashjsonBashReadWrite
  53. vibepcx-wave/vibe-skill

    Delegate a coding task to Mistral Vibe and supervise the result via git diff. Trigger: /vibe <instruction>. Claude orchestrates, Vibe codes. Also handles /vibe-report [--since N] [

    otherbashjsonBashReadGrep
  54. citation-managementbeita6969/ScienceClaw

    Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly formatted

    otherbashbibtexjsonReadWriteEdit
  55. post-processingbeita6969/ScienceClaw

    Extract, analyze, and visualize simulation output data. Use for field extraction, time series analysis, line profiles, statistical summaries, derived quantity computation, result c

    otherbashjsonReadBashWrite
  56. loom-dependency-scancosmix/loom

    Scan project dependencies for CVEs, outdated packages, and license compliance across npm, pip, cargo, go, maven, and other ecosystems.

    otherbashjsonReadGrepGlob
  57. loom-grafanacosmix/loom

    Observability visualization with Grafana and the LGTM stack.

    otherjsonlogqlpromqltraceqlReadGrepGlob
  58. loom-api-designcosmix/loom

    Designs RESTful APIs, GraphQL schemas, and RPC interfaces for consistency, usability, and scalability.

    othergraphqljsonprotobufyamlReadGrepGlob
  59. api-developerVinix24/vnx-orchestration

    API developer specializing in clean, well-documented REST APIs

    otherjsonReadWriteEdit
  60. ai-style-impressionswanshuiyin/Anti-Autoresearch

    Transparent, itemized impressions of AI-generated WRITING STYLE — the repo's ONLY non-integrity track. Two passes: a deterministic defensive-hedge density screen (tools/check_ai_st

    otherbashjsonBash(*)ReadWrite

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.