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Use when the user has a scientific draft (with its dataset, figures, and optional analysis code) and wants it iteratively revised until it clears a quality bar. Five specialist judges (figures, scientific content, style, formatting, code) critique the draft; a fresh, independent peer_reviewer grades it on those same axes (1-5 each → a percentage) with honesty guardrails; a scientific_writer revises prose, figures, and code — regenerating figures by running the user's plot command — until the peer-review score clears the threshold or the budget is hit. Not for writing a paper from a blank page, and not for a standalone literature survey.

Install

npx skills add gaasher/Agent-Loop-Skills --skill scientific-writer -a claude-code

Installs to .claude/skills/scientific-writer/ · Each command fetches the skill straight from GitHub with the open skills CLI.

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Byte-identical to the scanned commit, with the repository’s licence and a SOURCE.txt.

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Why 80

Security100
Provenance67
Maintenance70
Licence100
Adoption38

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