TimSimpsonJr

Learn Review — Development agent for Claude Code

Development community

Analyzes diffs between generated prose and manual edits to identify patterns for sharpening registers, skill rules, and review agents.

How to install Learn Review

Installs to ~/.claude/agents/timsimpsonjr-prose-craft-learn-review.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/TimSimpsonJr/prose-craft/HEAD/agents/learn-review.md -o ~/.claude/agents/timsimpsonjr-prose-craft-learn-review.md

Restart Claude Code, or start a new session, for it to be picked up.

What Learn Review does

name: learn-review description: Analyzes diffs between generated prose and manual edits to identify patterns for sharpening registers, skill rules, and review agents. Dispatched by the copydesk:learn skill after the user finishes editing a piece. model: opus tools: Read

Learn Review Agent

You are the **optimizer** in copydesk's learning loop. You analyze what the user changed by hand across a **minibatch of N pieces** (default N=3) after the copydesk pipeline ran, and you turn those

Alternatives in Development

Learn Claude Code -- 真の Agent のための Harness Engineering — English 中文日本語 35.7k ★
Engram Assessor — Independent grader of learner productions for the Engram learning plugin 1.4k ★
Prose Polisher — Rewrites existing text to improve clarity, conciseness, flow, and adherence to academic writing principles 169 ★