Updated today
by claesbackman
AI-research-feedback
A collection of Claude Code skills for academic research review. These tools were developed by Claes Bäckman.
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- 11 skills (11 skills found in its SKILL.md files)
- 93 forks (93 forks)
- Today last update (Last updated today)
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.
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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-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) -
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)
No skill matches that filter.
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.
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