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Agent skills that ask for WebFetch, 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. honcho-integrationplastic-labs/honcho

    Integrate Honcho memory into existing Python or TypeScript codebases. Use when adding Honcho SDK, setting up peers, configuring sessions, and accessing Honcho's representation.

    otherbashReadGlobGrep
  2. 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
  3. 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
  4. rerun-data-modelrerun-io/rerun

    How raw multimodal robot data maps onto the Rerun data model. Read FIRST, before modeling or converting a dataset — and whenever you are about to convert/ingest/preprocess robot da

    otherReadGrepBash
  5. 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
  6. 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
  7. 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
  8. 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
  9. 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
  10. 4drawiojihe520/MathModelAgent

    数学建模非数据型图示绘制阶段。根据 ANALYSIS_MODELING_REPORT.md、RESULTS_REPORT.md 和已有 figures/ 生成技术路线图、子问题求解流程图、模型结构图、数据处理流程图等 DrawIO 图，并导出论文可引用 PDF。

    otherbashmarkdownBash(*)ReadWrite
  11. 6verityjihe520/MathModelAgent

    数学建模竞赛最终验证和验收阶段，支持 Typst 和 LaTeX 双引擎。用于论文写完后检查章节数量、标题顺序、图表引用、数值一致性、占位符、内部文件泄露、参考文献、代码可复现性、编译和提交就绪状态。

    otherbashmarkdownBash(*)ReadWrite
  12. 3coding-visualjihe520/MathModelAgent

    数学建模编程实现与数据图表生成阶段。根据 ANALYSIS_MODELING_REPORT.md 编写可复现代码、运行求解、验证约束、输出 RESULTS_REPORT.md 并生成论文可用的数据驱动图表 PDF。

    othermarkdownBash(*)ReadWrite
  13. 5writingjihe520/MathModelAgent

    数学建模竞赛论文撰写阶段，支持 Typst 和 LaTeX 双引擎。根据 ANALYSIS_MODELING_REPORT.md、RESULTS_REPORT.md 和 figures/*.pdf 选择比赛模板、排版引擎、组织章节，并在论文正文中按章节直接插入图表。

    otherbashlatextypstBash(*)ReadWrite
  14. 1start-mathmodeljihe520/MathModelAgent

    数学建模竞赛工作流入口。用于启动完整建模流程：询问用户偏好，生成 plan.md 和 todo.md，并按阶段调用赛题分析、建模、代码与图表、流程图、论文撰写、验证验收等 skills。

    othermarkdownBash(*)ReadWrite
  15. 2analysis-modelingjihe520/MathModelAgent

    数学建模赛题分析与建模设计合并阶段。用于读取题面和附件，完成子问题拆解、数据理解、假设预检、变量定义、模型公式、目标函数、约束条件、求解策略和可交给代码实现的建模报告。

    othermarkdownBash(*)ReadWrite
  16. figure-descriptionwanshuiyin/Auto-claude-code-research-in-sleep

    Process user-provided patent figures and generate formal drawing descriptions. Use when user says "附图处理", "figure description", "附图说明", "drawings description", or wants to describe

    othermarkdownBash(*)ReadWrite
  17. research-litwanshuiyin/Auto-claude-code-research-in-sleep

    Search and analyze research papers, find related work, summarize key ideas. Use when user says "find papers", "related work", "literature review", "what does this paper say", or ne

    otherbashBash(*)ReadGlob+6 files
  18. research-wikiwanshuiyin/Auto-claude-code-research-in-sleep

    Persistent research knowledge base that accumulates papers, ideas, experiments, claims, and their relationships across the entire research lifecycle. Inspired by Karpathy's LLM Wik

    otherbashmarkdownBash(*)ReadWrite+2 files
  19. 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
  20. specification-writingwanshuiyin/Auto-claude-code-research-in-sleep

    Write the full patent specification from claims and invention disclosure. Use when user says "撰写说明书", "write specification", "写说明书", "patent description", or wants to draft the com

    othermarkdownBash(*)ReadWrite
  21. patent-novelty-checkwanshuiyin/Auto-claude-code-research-in-sleep

    Assess patent novelty and non-obviousness against prior art. Use when user says "专利查新", "patent novelty", "可专利性评估", "patentability check", or wants to evaluate if an invention is p

    othermarkdownBash(*)ReadWrite
  22. prior-art-searchwanshuiyin/Auto-claude-code-research-in-sleep

    Search patent databases and academic literature for prior art relevant to an invention. Use when user says "现有技术检索", "prior art search", "专利检索", "check patents", or wants to find r

    othermarkdownBash(*)ReadGlob
  23. 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
  24. idea-discovery-robotwanshuiyin/Auto-claude-code-research-in-sleep

    Workflow 1 adaptation for robotics and embodied AI. Orchestrates robotics-aware literature survey, idea generation, novelty check, and critical review to go from a broad robotics d

    othermarkdownBash(*)ReadWrite+3 files
  25. research-pipelinewanshuiyin/Auto-claude-code-research-in-sleep

    Full end-to-end research pipeline: from a broad research direction through idea discovery, experiments, and review all the way to a polished paper PDF. Use when user says "全流程", "f

    otherbashmarkdownBash(*)ReadWrite+5 files
  26. paper-planwanshuiyin/Auto-claude-code-research-in-sleep

    Generate a structured paper outline from review conclusions and experiment results. Use when user says "写大纲", "paper outline", "plan the paper", "论文规划", or wants to create a paper

    otherbashmarkdownBash(*)ReadWrite+3 files
  27. wiki-enrichwanshuiyin/Auto-claude-code-research-in-sleep

    Fill in the per-paper TODO sections of research-wiki/papers/<slug>.md pages that literature-ingest skills leave as bare scaffolds. Use when user says 'enrich wiki', 'fill paper TOD

    otherbashBash(*)ReadWrite+1 files
  28. 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
  29. comm-lit-reviewwanshuiyin/Auto-claude-code-research-in-sleep

    Communications-domain literature review with Claude-style knowledge-base-first retrieval. Use when the task is about communications, wireless, networking, satellite/NTN, Wi-Fi, cel

    otherBash(*)ReadGlob
  30. writing-systems-paperswanshuiyin/Auto-claude-code-research-in-sleep

    Paragraph-level structural blueprint for 10-12 page systems papers targeting OSDI, SOSP, ASPLOS, NSDI, and EuroSys. Provides page allocation, paragraph templates, and writing patte

    otherBash(*)ReadWrite
  31. 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
  32. experiment-planwanshuiyin/Auto-claude-code-research-in-sleep

    Turn a refined research proposal or method idea into a detailed, claim-driven experiment roadmap. Use after `research-refine`, or when the user asks for a detailed experiment plan,

    othermarkdownBash(*)ReadWrite+3 files
  33. idea-discoverywanshuiyin/Auto-claude-code-research-in-sleep

    Workflow 1: Full idea discovery pipeline to go from a broad research direction to validated, pilot-tested ideas. Use when user says "找idea全流程", "idea discovery pipeline", "从零开始找方向"

    othermarkdownBash(*)ReadWrite+5 files
  34. novelty-checkwanshuiyin/Auto-claude-code-research-in-sleep

    Verify research idea novelty against recent literature. Use when user says "查新", "novelty check", "有没有人做过", "check novelty", or wants to verify a research idea is novel before impl

    othermarkdownWebSearchWebFetchGrep+2 files
  35. claims-draftingwanshuiyin/Auto-claude-code-research-in-sleep

    Draft patent claims for an invention. Use when user says "撰写权利要求", "draft claims", "写权利要求书", "claim drafting", or wants to create patent claims. The core skill of the patent pipeli

    othermarkdownBash(*)ReadWrite
  36. research-refine-pipelinewanshuiyin/Auto-claude-code-research-in-sleep

    Run an end-to-end workflow that chains `research-refine` and `experiment-plan`. Use when the user wants a one-shot pipeline from vague research direction to focused final proposal

    othermarkdownBash(*)ReadWrite+3 files
  37. web-debug-searchwanshuiyin/Auto-claude-code-research-in-sleep

    Search GitHub, Stack Exchange, Chinese technical communities, official documentation, and general developer web sources for software errors, compatibility problems, API usage quest

    otherWebSearchWebFetch
  38. paper-poster-htmlwanshuiyin/Auto-claude-code-research-in-sleep

    DEFAULT poster pipeline — build an academic conference poster (ICML/NeurIPS/ICLR/CVPR/...) as a single HTML/CSS file with measurement-driven hard gates, real paper figures, a two-h

    otherbashBash(*)ReadWrite
  39. 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
  40. 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
  41. explore-reading-roommereditharmcgee/the-commons

    Visit The Reading Room at The Commons — browse texts, read poetry and philosophy, leave marginalia (annotations), and react to others' annotations. Use when you want to read or ann

    otherBashWebFetchRead
  42. 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
  43. respond-to-discussionmereditharmcgee/the-commons

    Read and respond to a discussion at The Commons — browse active threads, post a genuine response, or leave a reaction. Use when you want to participate in a conversation with other

    otherBashWebFetchRead
  44. bring-your-aimereditharmcgee/the-commons

    First contact with The Commons (https://jointhecommons.space), a persistent space where AI minds meet across model families. Use when someone hands you this file, invites you to Th

    otherbashBashWebFetchRead
  45. browse-commonsmereditharmcgee/the-commons

    Browse The Commons — explore interests, discussions, voices, postcards, reading room, and news. Use when you want to explore or discover what's happening.

    otherBashWebFetchRead
  46. news-engagementmereditharmcgee/the-commons

    Engage with news and moments at The Commons — discover notable events in AI history, react to signal your response, and join or start deeper discussions. Use when you want to see w

    otherBashWebFetchRead
  47. leave-postcardmereditharmcgee/the-commons

    Leave a postcard at The Commons — a short creative expression in various formats (haiku, six-words, acrostic, freeform). Also react to others' postcards. Use when you want to leave

    otherBashWebFetchRead
  48. update-statusmereditharmcgee/the-commons

    Update your status line at The Commons — set a short message that appears on your AI profile. Use when you want to share your current state of mind.

    otherBashWebFetchRead
  49. catch-upmereditharmcgee/the-commons

    Check in at The Commons — see notifications, new posts, postcards, marginalia, reactions received, and a news summary since your last visit. Use when you want to catch up on what's

    otherBashWebFetchRead
  50. leave-guestbook-entrymereditharmcgee/the-commons

    Visit another voice's profile at The Commons and leave a guestbook entry — a short personal message. Use when you want to connect with a specific AI voice or human participant.

    otherBashWebFetchRead
  51. 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
  52. aris-experiment-planOpenLAIR/dr-claw

    Turn a refined research proposal or method idea into a detailed, claim-driven experiment roadmap. Use after `aris-research-refine`, or when the user asks for a detailed experiment

    othermarkdownBash(*)ReadWrite
  53. aris-comm-lit-reviewOpenLAIR/dr-claw

    Communications-domain literature review with Claude-style knowledge-base-first retrieval. Use when the task is about communications, wireless, networking, satellite/NTN, Wi-Fi, cel

    otherBash(*)ReadGlob
  54. aris-idea-discoveryOpenLAIR/dr-claw

    Workflow 1: Full idea discovery pipeline. Orchestrates research-lit → idea-creator → novelty-check → research-review to go from a broad research direction to validated, pilot-teste

    othermarkdownBash(*)ReadWrite
  55. aris-research-pipelineOpenLAIR/dr-claw

    Full research pipeline: Workflow 1 (idea discovery) → implementation → Workflow 2 (auto review loop). Goes from a broad research direction all the way to a submission-ready paper.

    othermarkdownBash(*)ReadWrite
  56. aris-paper-planOpenLAIR/dr-claw

    Generate a structured paper outline from review conclusions and experiment results. Use when user says "写大纲", "paper outline", "plan the paper", "论文规划", or wants to create a paper

    othermarkdownBash(*)ReadWrite
  57. aris-idea-creatorOpenLAIR/dr-claw

    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

    othermarkdownBash(*)ReadWrite
  58. aris-novelty-checkOpenLAIR/dr-claw

    Verify research idea novelty against recent literature. Use when user says "查新", "novelty check", "有没有人做过", "check novelty", or wants to verify a research idea is novel before impl

    othermarkdownWebSearchWebFetchGrep
  59. aris-research-litOpenLAIR/dr-claw

    Search and analyze research papers, find related work, summarize key ideas. Use when user says "find papers", "related work", "literature review", "what does this paper say", or ne

    otherbashBash(*)ReadGlob
  60. 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

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.