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A collection of Claude Code skills for academic research review. These tools were developed by Claes Bäckman.
| Date | Stars |
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| 2026-07-31 | 455 |
| 2026-08-04 | 461 |
| 2026-08-06 | 461 |
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# Using AI to get feedback on your research A collection of [Claude Code](https://claude.ai/code) skills for reviewing and understanding academic research. This tool was developed by [Claes Bäckman](https://claesbackman.com). ## Skills in this repo Each skill lives in its own folder containing a `SKILL.md` file: - `Skills/review-paper/SKILL.md`: Full 8-agent referee-style paper review. - `Skills/review-paper-light/SKILL.md`: Fast 2-agent paper check. - `Skills/review-paper-code/SKILL.md`: Paper–code reproducibility and alignment review. - `Skills/review-pap/SKILL.md`: Pre-analysis plan review. - `Skills/review-grant/SKILL.md`: Grant proposal review. - `Skills/explain-diff/SKILL.md`: Explain a code change as an offline HTML page with a quiz. ## How the skills work These are [Claude Code skills](https://docs.anthropic.com/en/docs/claude-code). Install one into `~/.claude/skills/<name>/SKILL.md` and invoke it by typing `/<name>` (for example, `/review-paper`) inside Claude Code. The per-skill installation commands below create the required folder and download the `SKILL.md` for you. A global install (`~/.claude/skills/`) is available in every project. A project-local install (`.claude/skills/`) applies only to that repository. Skills are picked up the next time you start Claude Code in the target directory. Each skill sets `disable-model-invocation: true`, so a review runs only when you explicitly type its `/` command. Claude will never launch a multi-agent review on its own. > **Already installed these as slash commands?** Custom commands and skills have merged in Claude Code, so any existing `~/.claude/commands/<name>.md` file keeps working and still provides `/<name>`. To avoid two definitions of the same command, delete the old `~/.claude/commands/<name>.md` file after installing the skill version. ## Skills ### `review-paper` — Pre-Submission Referee Report Runs a rigorous pre-submission review of an academic paper, simulating the scrutiny of a specific journal's editorial board. Eight specialized review agents run in parallel and consolidate their findings into a single structured report. The review only reads the paper's own source files (the main .tex file and everything it includes) and ignores old drafts, response letters, and previous review reports in the same folder. **What it reviews:** | Agent | Focus | |---|---| | 1 | Spelling, grammar, and academic style | | 2 | Internal consistency and cross-reference verification | | 3 | Unsupported claims and identification integrity | | 4 | Mathematics, equations, and notation | | 5 | Tables, figures, and their documentation | | 6 | Referee assessment (identification, analyses, positioning, journal fit) | | 7 | Contribution advocate (steelman, grounded in the paper's own bibliography) | | 8 | Contribution skeptic (attack, grounded in the paper's own bibliography) | Agents 7 and 8 independently rate the central contribution from opposite directions. The report reconciles them in a synthesis section that states where they agree, names the crux of any disagreement, and flags novelty claims that cannot be verified from the paper's own bibliography. **Installation:** ```bash mkdir -p ~/.claude/skills/review-paper && curl -o ~/.claude/skills/review-paper/SKILL.md \ https://raw.githubusercontent.com/claesbackman/AI-research-feedback/main/Skills/review-paper/SKILL.md ``` For a project-local install: ```bash mkdir -p .claude/skills/review-paper && curl -o .claude/skills/review-paper/SKILL.md \ https://raw.githubusercontent.com/claesbackman/AI-research-feedback/main/Skills/review-paper/SKILL.md ``` **Usage:** ```text /review-paper /review-paper QJE /review-paper JF path/to/main.tex ``` **Supported journals:** | Category | Journals | |---|---| | Top-5 economics | `AER`, `QJE`, `JPE`, `Econometrica`, `REStud` | | Finance | `JF`, `JFE`, `RFS`, `JFQA` | | Macro | `AEJMacro`, `JME`, `RED` | If no journal is specified, the skill applies high general standards w
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Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:dd28c9db5ac19de3, llm:description: 'A collection of Claude Code skills for academic research review. These tools were developed by Claes Bäckman.'
matched fp:dd28c9db5ac19de3, llm:description: 'A collection of Claude Code skills for academic research review. These tools were developed by Claes Bäckman.'
matched fp:dd28c9db5ac19de3, llm:description: 'A collection of Claude Code skills for academic research review. These tools were developed by Claes Bäckman.'