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lingzhi227 avatar

Survey Generation

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

This generates complete academic survey papers by following the AutoSurvey pipeline: collect 50-200 papers from Semantic Scholar, generate multiple outlines in parallel and merge them, then write each subsection using RAG with inline citations. It enforces citation validation using NLI to check claims against sources and won't let you hallucinate references. The local coherence pass smooths transitions between subsections while preserving citations. You get a full LaTeX paper with BibTeX entries. Honestly, this is overkill for a three page related work section, but if you're actually writing a 20-30 page survey paper and need to synthesize hundreds of sources with verified citations, the structured pipeline keeps you from drowning in papers or making stuff up.

Install to Claude Code

npx -y skills add lingzhi227/agent-research-skills --skill survey-generation --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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Integrate web data into your AI product. One API to scrape website & brand data.
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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...
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AI writes the code. CodeRabbit catches the slop.
Try For Free →
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create and run specialised agents in minutes
build now →
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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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Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
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belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
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
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
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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
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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/CDDocumentationAI & Agent BuildingData Science & MLAutomation & WorkflowsSales & Marketing
First SeenJun 3, 2026
View on GitHub

More from lingzhi227/agent-research-skills

All 31 skills →
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  • 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
  • Deep Research1.5k
  • Idea Generation1.5k

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