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Independent project, not affiliated with Anthropic
wanshuiyin avatar

Formula Derivation

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

Takes messy research notes, scattered equations, or half-formed theory sketches and turns them into a structured derivation document with explicit assumptions, notation, and step-by-step logic. It won't fake a proof if your notes don't support one. Instead it freezes your target, identifies the invariant object organizing the derivation, labels each step as identity, proposition, approximation, or interpretation, and writes to DERIVATION_PACKAGE.md by default. The workflow is deliberate about catching hidden assumptions, notation conflicts, and cases where you're silently switching between different conceptual objects. Use it when you need honest theory scaffolding before writing a paper section, not when you already have a polished proof.

Install to Claude Code

npx -y skills add wanshuiyin/auto-claude-code-research-in-sleep --skill formula-derivation --agent claude-code

Installs into .claude/skills of the current project.

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Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
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belt - the only tool your agent needs
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Plug Mailtrap into your AI workflow and let it handle the email.
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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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Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
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Files
SKILL.md

Select a file.

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
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belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Categories
DevOps & CI/CDData Science & ML
First SeenJun 3, 2026
View on GitHub

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

All 41 skills →
  • Research Refine356
  • Monitor Experiment355
  • Paper Slides354
  • Paper Illustration353
  • Paper Plan351
  • Proof Writer344
  • Mermaid Diagram340
  • Paper Compile340
  • Research Refine Pipeline340
  • Ablation Planner337
  • Experiment Bridge337
  • Paper Poster336
  • Rebuttal335
  • Result To Claim335
  • Auto Review Loop Llm334
  • Idea Discovery Robot331
  • Auto Review Loop Minimax330
  • Dse Loop328
  • Feishu Notify327
  • Training Check320
  • System Profile312
  • Comm Lit Review Claude Single201
  • Paper Figure437
  • Research Lit420

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