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Built for the Claude Code community with Claude Code by mertbuilds.com

Independent project, not affiliated with Anthropic
wanshuiyin avatar

Idea Creator

wanshuiyin/auto-claude-code-research-in-sleep
399 installs14.3k stars
Summary

Generates and ranks publishable research ideas from a broad direction. It runs a three phase pipeline: surveys recent literature and your local paper library to map the landscape, fans out candidate generation across multiple analytical lenses (method transfer, contradictions, untested assumptions, scaling regimes), then routes everything through a cross-model jury using Codex or manual review backends to filter for novelty and feasibility. Includes optional micro-pilots (GPU budget capped at 8 hours total) to validate top ideas with code before you commit. Integrates with the research wiki if present to avoid regenerating failed ideas and leverage known gaps. The reviewer routing is strict about not letting Claude judge Claude, which adds setup friction but keeps the quality gate honest.

Install to Claude Code

npx -y skills add wanshuiyin/auto-claude-code-research-in-sleep --skill idea-creator --agent claude-code

Installs into .claude/skills of the current project.

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CodeScene MCP ServerCodeScene MCP Server
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Install now →
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CodeScene MCP ServerCodeScene MCP Server
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Files
SKILL.md

Select a file.

Featured
CodeRabbit
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AI writes the code. CodeRabbit catches the slop.
Try For Free →
inference shell
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create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
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Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
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Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
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Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
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CodeScene MCP ServerCodeScene MCP Server
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one prompt install →
Categories
Data Science & MLProductivity & Planning
First SeenJun 3, 2026
View on GitHub

More from wanshuiyin/auto-claude-code-research-in-sleep

All 41 skills →
  • Idea Discovery397
  • Auto Review Loop390
  • Arxiv387
  • Grant Proposal385
  • Paper Writing384
  • Research Pipeline383
  • Semantic Scholar381
  • Research Review379
  • Analyze Results370
  • Novelty Check368
  • Paper Write366
  • Auto Paper Improvement Loop363
  • Pixel Art362
  • Experiment Plan361
  • Run Experiment358
  • Formula Derivation356
  • Research Refine356
  • Monitor Experiment355
  • Paper Slides354
  • Paper Illustration353
  • Paper Plan351
  • Proof Writer344
  • Mermaid Diagram340
  • Paper Compile340

Recommended

More Data Science & ML →
wanshuiyin avatar
idea-discovery

wanshuiyin/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", or wants the complete idea exploration workflow.
397
14.3k
wanshuiyin avatar
auto-review-loop

wanshuiyin/auto-claude-code-research-in-sleep

Autonomous multi-round research review loop. Repeatedly reviews via external reviewer backend (Codex or manual), implements fixes, and re-reviews until positive assessment or max rounds reached. Use when user says "auto review loop", "review until it passes", or wants autonomous iterative improvement.
390
14.3k
wanshuiyin avatar
grant-proposal

wanshuiyin/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 (Switzerland), ARC (Australia), NWO (Netherlands), and generic formats. Use when user says "write grant", "grant proposal", "申請書", "write KAKENHI", "科研費", "基金申请", "写基金", "NSF proposal", or wants to turn research ideas into a funding application.
385
14.3k
wanshuiyin avatar
paper-writing

wanshuiyin/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", "paper writing", or wants the complete paper generation workflow.
384
14.3k
comet-ml avatar
instrument

comet-ml/opik-skills

Add Opik tracing to an existing codebase. Detects language (Python/TypeScript), identifies LLM frameworks, adds appropriate decorators and integrations, marks entrypoints, and wires up environment config. Use for "instrument my code", "add opik tracing", "add observability", or "trace my agent".
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wanshuiyin avatar
novelty-check

wanshuiyin/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 implementing.
368
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