Agent skills that ask for WebFetch

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. dogfooding-issuesnexus-substrate/nexus-agents

   Process open GitHub issues using the self-development protocol. Implements features from research registry with proper voting and testing. Use when working on open issues, implemen

   pluginbashReadEditWrite+3 files
2. docs-rewritenexus-substrate/nexus-agents

   Improve an existing technical doc in-place via a phased Audit → Research → Rewrite → Validate workflow. Calls docs-review for audit and validate; never re-derives scoring. Applies

   pluginReadEditWrite
3. research-and-votenexus-substrate/nexus-agents

   Research a topic using multiple sources and conduct multi-agent voting. Use when making architectural decisions, choosing dependencies, or designing APIs. Triggers on "research", "

   pluginmarkdownReadGrepGlob+2 files
4. version-checknexus-substrate/nexus-agents

   Check that dependencies are current stable versions and not deprecated. Use before adding new dependencies or at project setup. Triggers on "check versions", "verify dependencies",

   pluginbashBashReadWebFetch+1 files
5. e2e-validationnexus-substrate/nexus-agents

   Periodically exercise ALL nexus-agents feature families end-to-end against a real task — research → synthesize → vote → plan → dev-pipeline → graph workflow → memory → audit — capt

   pluginReadEditWrite
6. screenpipe-healthscreenpipe/screenpipe

   Check Screenpipe health status, process state, and diagnose common issues

   claude-codebashBashWebFetch
7. od-contributenexu-io/open-design

   One-click contribution flow for OpenDesign (nexu-io/open-design) — even for non-coders. Pick one of four cards (ship a Skill or Design System you made with OD; translate docs; fix

   claude-codebashBashReadWrite
8. digapify/apify-mcp-server

   Explore, analyze, plan, or spec features for the Apify MCP server. Adapts to what the user asks — from quick code exploration to full GitHub issue specs. Use when the user asks to

   claude-codemarkdownReadGlobGrep
9. bug-triageapify/apify-mcp-server

   Triage open GitHub bug issues for Apify MCP server. Fetches issues, analyzes root causes, drafts developer-to-developer responses, and posts after user approval. Use when handling

   claude-codebashReadGlobGrep
10. opportunity-solution-treeavelikiy/great_cto

    Build an Opportunity Solution Tree (OST) to structure product discovery — map a desired outcome to customer opportunities, possible solutions, and experiments. Based on Teresa Torr

    pluginmarkdownReadWriteWebFetch
11. lifecycle-messagingavelikiy/great_cto

    Email/SMS lifecycle and deliverability framework for SMB Product-Builder products that send transactional or lifecycle messages (booking reminders, CRM sequences, receipts, win-bac

    pluginReadWriteGrep
12. local-seoavelikiy/great_cto

    Local-business SEO and structured-data framework for content-platform Product-Builder products that need to be found (storefronts, restaurant online-ordering, real-estate listings,

    pluginReadWriteGrep
13. product-economicsavelikiy/great_cto

    Does this product make money at a price someone will pay? Forces contribution margin, a price with a stated basis, and a bottom-up market size — each number labelled measured / ass

    pluginmarkdownReadWriteWebSearch
14. pre-push-reviewpydantic/pydantic-ai

    Run a high-judgment local review of the current branch before pushing, both before a PR exists and between PR iterations

    claude-codebashReadGlobGrep
15. 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
16. issue-to-pr-resolverhomeassistant-ai/ha-mcp

    Implement a GitHub issue end-to-end — create a worktree branch, implement the feature with tests, create a draft PR, then iteratively resolve all CI failures and review comments un

    claude-codebashBashReadEdit
17. my-pr-checkerhomeassistant-ai/ha-mcp

    Manage your own GitHub pull requests — check CI status, inline review comments, PR-level comments, resolve review threads, fix issues, and iterate until all checks pass and threads

    claude-codebashBashReadEdit
18. contrib-pr-reviewhomeassistant-ai/ha-mcp

    Review a contribution PR for safety, quality, and readiness. Checks for security concerns, test coverage, size appropriateness, and intent alignment. Use when reviewing external co

    claude-codebashBashReadGrep
19. issue-analysishomeassistant-ai/ha-mcp

    Deep analysis of a single GitHub issue with codebase exploration, implementation planning, and architectural assessment. Use when you need to analyze a GitHub issue, assess its com

    claude-codebashBashReadGlob
20. 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
21. 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
22. 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
23. 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
24. 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
25. 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
26. 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
27. 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
28. docs-writermaximhq/bifrost

    Write, update, and review Mintlify MDX documentation for Bifrost features. Explores the full codebase (UI, Go backend, config schema), validates config.json examples, places screen

    claude-codebashjsonmarkdownmdxReadGrepGlob
29. harness-test-writermaximhq/bifrost

    Add regression test cases to the Bifrost provider harness (the Postman collection run via `make run-provider-harness-test`) based on a merged PR or a GitHub issue. Fetches the PR/i

    claude-codebashjavascriptReadGrepGlob
30. resolve-pr-comments-stackmaximhq/bifrost

    Resolve unresolved PR review comments across an entire Graphite (gt) stack of many PRs, bottom-up, in one working directory. Use when asked to "go through this stack and resolve co

    claude-codebashReadGrepGlob
31. investigate-issuemaximhq/bifrost

    Investigate a GitHub issue by fetching details, analyzing the codebase, researching documentation, and presenting an actionable implementation plan with test guidance. Use when ask

    claude-codebashgoReadGrepGlob
32. setup-engineDonchitos/Claude-Code-Game-Studios

    Configure the project's game engine and version. Pins the engine in CLAUDE.md, detects knowledge gaps, and populates engine reference docs via WebSearch when the version is beyond

    claude-codemarkdownReadGlobGrep
33. printing-pressmvanhorn/cli-printing-press

    Set up a new integration, connector, or CLI binding for any API. Wrap or generate a ship-ready Go CLI from an OpenAPI, HAR, or Postman spec via the lean research -> generate -> bui

    pluginBashReadWrite+26 files
34. 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
35. 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
36. 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
37. 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
38. 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
39. 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
40. 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
41. 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
42. 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
43. 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
44. 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
45. 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
46. 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
47. 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
48. 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
49. 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
50. 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
51. 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
52. 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
53. 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
54. 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
55. 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
56. 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
57. 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
58. 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
59. 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
60. 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

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.