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lingzhi227 avatar

Data Analysis

lingzhi227/agent-research-skills
1.6k installs265 stars
Summary

This generates Python statistical analysis code and runs it through a structured 4-round review process to catch mathematical errors, data handling issues, and missing uncertainty measures. It's built for academic research where you need proper test selection, effect sizes, confidence intervals, and p-values that reviewers won't tear apart. The workflow enforces good practices like named sections in your code, appropriate test selection based on data type, and never reporting a point estimate without uncertainty. Comes with helper scripts for statistical summaries and p-value formatting. The multi-round review is the real value here, it systematically checks things you'd otherwise catch only after running the analysis and realizing your t-test assumptions were violated.

Install to Claude Code

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

Installs into .claude/skills of the current project.

CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
Lid closed, agents working
Lid closed, agents working
Keeps your Mac awake while Claude Code, Codex or Cursor works. Lets it sleep when they are done.
Try free for 7 days →
Block distraction from your iPhone for freeBlock distraction from your iPhone for free
Block distraction from your iPhone for free
Block distracting apps from your iPhone permanently without a 3rd party app. Free and open source.
Block now (100% free) →
Granola, the best AI meeting recorder
Granola, the best AI meeting recorder
Notes, actions and memory. Without a meeting bot. First month 100% off.
Download for free →
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 →
Open Steps
Open Steps
Free an open-source skills that make AI coding agents easier to understand, verify, and control.
Download for free →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
Lid closed, agents working
Lid closed, agents working
Keeps your Mac awake while Claude Code, Codex or Cursor works. Lets it sleep when they are done.
Try free for 7 days →
Block distraction from your iPhone for freeBlock distraction from your iPhone for free
Block distraction from your iPhone for free
Block distracting apps from your iPhone permanently without a 3rd party app. Free and open source.
Block now (100% free) →
Granola, the best AI meeting recorder
Granola, the best AI meeting recorder
Notes, actions and memory. Without a meeting bot. First month 100% off.
Download for free →
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 →
Open Steps
Open Steps
Free an open-source skills that make AI coding agents easier to understand, verify, and control.
Download for free →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
Files
SKILL.md

Select a file.

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
Lid closed, agents working
Lid closed, agents working
Keeps your Mac awake while Claude Code, Codex or Cursor works. Lets it sleep when they are done.
Try free for 7 days →
Block distraction from your iPhone for freeBlock distraction from your iPhone for free
Block distraction from your iPhone for free
Block distracting apps from your iPhone permanently without a 3rd party app. Free and open source.
Block now (100% free) →
Granola, the best AI meeting recorder
Granola, the best AI meeting recorder
Notes, actions and memory. Without a meeting bot. First month 100% off.
Download for free →
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 →
Open Steps
Open Steps
Free an open-source skills that make AI coding agents easier to understand, verify, and control.
Download for free →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
Categories
Git & Pull RequestsCode Review & QualityAI & Agent BuildingData Science & MLProductivity & Planning
First SeenJun 3, 2026
View on GitHub

More from lingzhi227/agent-research-skills

All 31 skills →
  • Deep Research1.5k
  • Idea Generation1.5k
  • Paper Revision1.5k
  • Paper Writing Section1.5k
  • Experiment Design1.4k
  • Novelty Assessment1.4k
  • Github Research1.4k
  • 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

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