Agent skills that run markdown, that ask for Edit, 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.
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.
- eval-harnesssifxprime/kodelyth-ecc
Formal evaluation framework for Claude Code sessions implementing eval-driven development (EDD) principles
otherbashmarkdownReadWriteEdit - gan-style-harnesssifxprime/kodelyth-ecc
GAN-inspired Generator-Evaluator agent harness for building high-quality applications autonomously. Based on Anthropic's March 2026 harness design paper.
otherbashmarkdownReadWriteEdit - opencli-sitemap-authorjackwener/OpenCLI
Use when creating or maintaining OpenCLI site sitemaps: agent-facing navigation, page-state, action, workflow, API-reference, pitfall, and fallback knowledge for a website. Use aft
othermarkdownyamlBash(opencli:*)ReadEdit+1 files - opencli-adapter-authorjackwener/OpenCLI
Use when writing an OpenCLI adapter for a new site or adding a new command to an existing site. Guides end-to-end from first recon through field decoding, adapter coding, and verif
othermarkdownBash(opencli:*)Bash(jsluice:*)Read+2 files - opencli-browser-sitemapjackwener/OpenCLI
Use when driving a website with opencli browser and sitemap context is available, requested, or needed to avoid blind navigation. Guides agents to consume site sitemap files lazily
othermarkdownBash(opencli:*)ReadEdit - opencli-autofixjackwener/OpenCLI
Automatically fix broken OpenCLI adapters when commands fail. Load this skill when an opencli command fails — it guides you through collecting a trace artifact, patching the adapte
otherbashmarkdowntypescriptyamlBash(opencli:*)Bash(gh:*)Read - 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 - 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 - 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 - 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 - 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 - 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 - 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 - proof-writerwanshuiyin/Auto-claude-code-research-in-sleep
Writes rigorous mathematical proofs for ML/AI theory. Use when asked to prove a theorem, lemma, proposition, or corollary, fill in missing proof steps, formalize a proof sketch, 补全
othermarkdownReadWriteEdit - 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 - 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 - patent-reviewwanshuiyin/Auto-claude-code-research-in-sleep
Get an external patent examiner review of a patent application. Use when user says "专利审查", "patent review", "审查意见", "examiner review", or wants critical feedback on patent claims a
otherbashmarkdownBash(*)ReadGrep - 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 - 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 - 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 - 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 - rebuttalwanshuiyin/Auto-claude-code-research-in-sleep
Workflow 4: Submission rebuttal pipeline. Parses external reviews, enforces coverage and grounding, drafts a safe text-only rebuttal under venue limits, and manages follow-up round
othermarkdownBash(*)ReadGrep - 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 - mermaid-diagramwanshuiyin/Auto-claude-code-research-in-sleep
Generate Mermaid diagrams from user requirements. Supports flowcharts, sequence diagrams, class diagrams, ER diagrams, Gantt charts, and 18 more diagram types.
otherbashmarkdownBash(*)ReadWrite - paper-compilewanshuiyin/Auto-claude-code-research-in-sleep
Compile LaTeX paper to PDF, fix errors, and verify output. Use when user says "编译论文", "compile paper", "build PDF", "生成PDF", or wants to compile LaTeX into a submission-ready PDF.
otherbashmarkdownBash(*)ReadWrite - 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 - 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 - 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 - 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 - 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 - 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 - 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 - paper-illustrationwanshuiyin/Auto-claude-code-research-in-sleep
Generate publication-quality AI illustrations for academic papers using Gemini image generation. Creates architecture diagrams, method illustrations with Claude-supervised iterativ
otherbashlatexmarkdownBash(*)ReadWrite - result-to-claimwanshuiyin/Auto-claude-code-research-in-sleep
Use when experiments complete to judge what claims the results support, what they don't, and what evidence is still missing. Codex MCP evaluates results against intended claims and
otherbashmarkdownBash(*)ReadGrep+3 files - 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 - 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 - 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 - 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 - 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 - 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 - ablation-plannerwanshuiyin/Auto-claude-code-research-in-sleep
Use when main results pass result-to-claim (claim_supported=yes or partial) and ablation studies are needed for paper submission.
othermarkdownBash(*)ReadGrep - 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 - jurisdiction-formatwanshuiyin/Auto-claude-code-research-in-sleep
Compile patent application into jurisdiction-specific filing format. Use when user says "格式转换", "jurisdiction format", "国家格式", "compile patent", or wants formatted patent documents
othermarkdownBash(*)ReadWrite - formula-derivationwanshuiyin/Auto-claude-code-research-in-sleep
Structures and derives research formulas when the user wants to 推导公式, build a theory line, organize assumptions, turn scattered equations into a coherent derivation, or rewrite the
othermarkdownReadWriteEdit - 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 - 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 - experiment-queuewanshuiyin/Auto-claude-code-research-in-sleep
SSH job queue for multi-seed/multi-config ML experiments with OOM-aware retry, stale-screen cleanup, and wave-transition race prevention. Use when user says "batch experiments", "队
otherbashmarkdownregexyamlBash(*)ReadGrep+1 files - 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 - 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 - 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 - invention-structuringwanshuiyin/Auto-claude-code-research-in-sleep
Structure a raw invention idea into a formal invention disclosure. Use when user says "构建发明", "structure invention", "发明构建", "invention disclosure", or wants to formalize a rough i
othermarkdownBash(*)ReadWrite - experiment-bridgewanshuiyin/Auto-claude-code-research-in-sleep
Workflow 1.5: Bridge between idea discovery and auto review. Reads EXPERIMENT_PLAN.md, implements experiment code, deploys to GPU, collects initial results. Use when user says "实现实
otherbashmarkdownBash(*)ReadWrite+3 files - 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 - 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 - aris-experiment-bridgeOpenLAIR/dr-claw
Workflow 1.5: Bridge between idea discovery and auto review. Reads EXPERIMENT_PLAN.md, implements experiment code, deploys to GPU, collects initial results. Use when user says "实现实
otherbashmarkdownBash(*)ReadWrite - 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 - aris-ablation-plannerOpenLAIR/dr-claw
Use when main results pass result-to-claim (claim_supported=yes or partial) and ablation studies are needed for paper submission. Codex designs ablations from a reviewer's perspect
othermarkdownBash(*)ReadGrep - 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 - 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 - 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
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.