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Foreman Copilot — AI skill for Claude Code

AI community

AI copilot for medical students following the Foreman method — generates daily study briefs prioritized by USMLE-relevant ROI, syncs parallel multidisciplinary pacing across subjects, and enforces act.

How to install Foreman Copilot

This entry records only its repository, not the path inside it, so there is no exact command to give. Open galgirl/foreman-copilot and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What Foreman Copilot does

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README

Foreman Medical Copilot

AI copilot for medical students following the **Foreman method** — generates daily study briefs prioritized by USMLE-relevant ROI, syncs parallel multidisciplinary pacing across subjects, and enforces active-recall verification with zero-topic-skipping curriculum coverage.

Built as a [Claude Skill](https://docs.claude.com) (`SKILL.md`) that turns Claude into an operational study strategist — not a tutor. It decides *what* to study today, *how much time* to spend on it, and *verifies* it was actually learned.

What it does

Daily study briefs ranked by time-ROI: hours are allocated proportionally by topic weight/complexity, never split evenly.
Parallel multidisciplinary pacing: 2–3 subject blocks per day, synchronized to the active curriculum cycle — not studied subject-by-subject in isolation.
100% coverage mandate: no topic is ever skipped or deleted. Time pressure changes hours allocated per topic, never which topics get studied.
Weekly burn-down tracking: compares planned vs. actual hours invested and flags drift ("you're X hours behind schedule") instead of hiding it.
Active-recall verification: closes every study block with a Feynman-style explanation check and a clinical vignette — no block is marked dominado (mastered) on hours alone.
Cross-topic integration questions: once 2+ related topics are mastered, the brief forces a question connecting them.
Anki/AnKing workflow support: generates a ready-to-paste prompt to locate the exact tag deck for the day's topic instead of hardcoding tags that go stale.
Context memory logging: every session (videos watched, articles read, QBank results, weak points) gets logged in a dated format and reviewed against the last 14 days when building the next brief.
Dr. House tone: the daily opener is written in English, in character — sharp, clinically grounded, zero artificial motivation.