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Updated 1w ago

by claesbackman

AI-research-feedback

A collection of Claude Code skills for academic research review. These tools were developed by Claes Bäckman.

  • Active — Updated in the last 14 days
Works with
  • Claude
View on GitHub (opens in a new tab)

528 GitHub stars (528)

+37 in 30 days

Stars gained per day · daily snapshots since Sep 30
Stars gained per day, Sep 30 to Nov 5: +42 in total; the busiest day was Nov 1 with +9 stars.Oct 1: +1 starsOct 2: +1 starsOct 3: 0 starsOct 4: +2 starsOct 5: 0 starsOct 6: +1 starsOct 7: 0 starsOct 8: +2 starsOct 9: +1 starsOct 10: +1 starsOct 11: 0 starsOct 12: 0 starsOct 13: +2 starsOct 14: +1 starsOct 15: +4 starsOct 16: +1 starsOct 17: −1 starsOct 18: +1 starsOct 19: 0 starsOct 20: +1 starsOct 21: 0 starsOct 22: 0 starsOct 23: 0 starsOct 24: 0 starsOct 25: +2 starsOct 26: +1 starsOct 27: +3 starsOct 28: +1 starsOct 29: +1 starsOct 30: +2 starsOct 31: 0 starsNov 1: +9 starsNov 2: 0 starsNov 3: +3 starsNov 4: +2 starsNov 5: 0 stars
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  • 13 skills (13 skills found in its SKILL.md files)
  • 100 forks (100 forks)
  • 1w ago last update (Last updated 1w ago)

Install

Skills CLI

npx skills add claesbackman/AI-research-feedback

Asks which skills and agents to install. Just one: npx skills add claesbackman/AI-research-feedback --skill audit-analysis — add -g for every project.

Claude Code

git clone https://github.com/claesbackman/AI-research-feedbackcp -r "AI-research-feedback/Skills/audit-analysis" ~/.claude/skills/

Copies the audit-analysis skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.

Plugin

/plugin marketplace add claesbackman/AI-research-feedback

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

  • audit-analysis

    Adversarially audit changed analysis code against a base ref, hunting for correctness errors in sample construction, merges, variable construction, silent failures, and clustering or fixed effects. Runs in an isolated subagent. Use before circulating results or submitting. This is not a reproducibility or paper-to-code review — use review-paper-code for that.

    Skills/audit-analysis/SKILL.md on GitHub (opens in a new tab)

  • explain-diff

    Explain a code change as a standalone offline HTML page with a five-question quiz. Reads the diff and the surrounding code from scratch, states the consequences for the empirical results, and saves the page outside the repository under a dated filename.

    Skills/explain-diff/SKILL.md on GitHub (opens in a new tab)

  • explorable-beamer

    Build a LaTeX beamer slide deck in the explorable-explanation style (Nicky Case) — one idea per frame, assertion titles, a concrete running example, TikZ/pgfplots stages the presenter steps through, the source's own figures recoloured into the deck palette, an appendix of side rooms, and a screenshot-and-log check of every page. Use for any request for a Beamer, LaTeX or TeX presentation, talk, s…

    Skills/explorable-beamer/SKILL.md on GitHub (opens in a new tab)

  • explorable-deck

    Build a Quarto reveal.js slide deck in the explorable-explanation style (Nicky Case) — one idea per slide, assertion titles, a concrete running example, run-time SVG stages the presenter drives live, the source's own figures recoloured into the deck palette, and an appendix of side rooms. Use for any request for a presentation, talk, slides, a seminar, conference, lecture, keynote or job-market d…

    Skills/explorable-deck/SKILL.md on GitHub (opens in a new tab)

  • explorable-pptx

    Build a PowerPoint (.pptx) slide deck in the explorable-explanation style (Nicky Case) — one idea per frame, assertion titles, a concrete running example, stages drawn as native shapes in the deck palette that the presenter steps through, the source's own figures recoloured into the palette, an appendix of side rooms, speaker notes on every slide, and a screenshot-and-log check of every page thro…

    Skills/explorable-pptx/SKILL.md on GitHub (opens in a new tab)

  • paper-version

    Convert a LaTeX research paper into a policy brief, 1-page summary, or 5-page summary for a general audience, with factual review and a standalone HTML page for GitHub Pages.

    Skills/paper-version/SKILL.md on GitHub (opens in a new tab)

  • pdf-to-markdown

    Split a PDF into chunks and convert it to readable markdown text. Use when the user wants to read, extract, or convert a PDF document.

    Skills/pdf-to-markdown/SKILL.md on GitHub (opens in a new tab)

  • review-grant

    Run a 6-agent pre-submission panel review for a grant proposal targeting a specified funder or program

    Skills/review-grant/SKILL.md on GitHub (opens in a new tab)

  • review-pap

    Run a 6-agent pre-submission review of a pre-analysis plan (PAP) for a specified registration target or journal

    Skills/review-pap/SKILL.md on GitHub (opens in a new tab)

  • review-paper-checks

    Run a fast 3-agent mechanical check of an economics paper — spelling and grammar, internal consistency and cross-references, and unsupported claims. Reports fixable errors, not editorial judgment.

    Skills/review-paper-checks/SKILL.md on GitHub (opens in a new tab)

  • review-paper-code

    Review research code for reproducibility and quality, extract the paper's main empirical claims, compare paper to code, and write a constructive markdown report. Designed for social science / economics projects with LaTeX papers and Stata, R, or Python code.

    Skills/review-paper-code/SKILL.md on GitHub (opens in a new tab)

  • review-paper-light

    Run a fast 2-agent pre-submission check for an economics paper — focuses on contribution, identification, and causal overclaiming. Completes in ~1 minute.

    Skills/review-paper-light/SKILL.md on GitHub (opens in a new tab)

  • review-paper

    Run an 8-agent pre-submission referee report for an academic paper targeting a specified journal

    Skills/review-paper/SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.