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lingzhi227 avatar

Github Research

lingzhi227/agent-research-skills
1.4k installs265 stars
Summary

This is a proper research tool that bridges academic papers and their implementations. Point it at a deep-research output directory and it runs a six-phase pipeline: extracts GitHub URLs and keywords from your research, searches multiple sources including Papers With Code, ranks 50-200 candidate repos, clones the top 15 for deep analysis, then produces an integration blueprint showing you which components are actually reusable. The script collection is extensive, all Python stdlib, covering everything from dependency extraction to cross-repo comparison matrices. It's built for the moment when you've read a dozen papers and need to know what code exists, what works, and how to combine it. Output is methodically organized with JSONL databases and markdown reports at each phase.

Install to Claude Code

npx -y skills add lingzhi227/agent-research-skills --skill github-research --agent claude-code

Installs into .claude/skills of the current project.

CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
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
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
inference shell
inference shell
create and run specialised agents in minutes
build now →
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
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
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
inference shell
inference shell
create and run specialised agents in minutes
build now →
Files
SKILL.md

Select a file.

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
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
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
inference shell
inference shell
create and run specialised agents in minutes
build now →
Categories
Git & Pull RequestsAI & Agent BuildingData Science & ML
First SeenJun 3, 2026
View on GitHub

More from lingzhi227/agent-research-skills

All 31 skills →
  • Research Planning1.4k
  • Survey Generation1.4k
  • Code Debugging1.4k
  • Algorithm Design1.4k
  • Rebuttal Writing1.4k
  • Related Work Writing1.3k
  • Table Generation1.3k
  • Self Review1.3k
  • Slide Generation1.3k
  • Atomic Decomposition1.3k
  • Paper Compilation1.3k
  • Paper Assembly1.3k
  • Paper To Code1.3k
  • Experiment Code1.3k
  • Symbolic Equation1.3k
  • Backward Traceability1.3k
  • Excalidraw Skill1.2k
  • Literature Review3.5k
  • Literature Search2.2k
  • Figure Generation1.8k
  • Latex Formatting1.8k
  • Citation Management1.7k
  • Math Reasoning1.7k
  • Data Analysis1.6k

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