Seven Pass Review
Mechanize Pattern 15, the seven-pass adversarial review protocol for academic...
Install
npx skills add pedrohcgs/claude-code-my-workflow --skill seven-pass-review -g -a claude-code -y- Repository
- pedrohcgs/claude-code-my-workflow1.7k
- Category
- Engineering
- Updated
- 1mo ago
- License
- MIT
- Context cost
- Mediumabout 3,000 tokens
- Runs scripts
- No, instructions only
What it does
Mechanize Pattern 15, the seven-pass adversarial review protocol for academic manuscripts. Spawns 7 fresh-context subagents in parallel (abstract, intro, methods, results, robustness, prose, citations), then synthesizes a prioritized revision checklist. Use for submission-ready or R&R-stage papers where single-pass review isn't enough.
Seven-Pass Adversarial Review
Runs seven independent reviewers, each focused on a single lens, then synthesizes their findings into one prioritized revision plan, the fan-out → reduce → judge runtime from orchestrator-protocol.md, applied with seven lenses.
Why seven passes? A single-agent review blends lenses and softens each one. Seven forked agents each approach the paper with full context budget for their own lens, then a synthesizer resolves conflicts and de-duplicates.
When to pick this over
/review-paper: It runs seven forked reviewers plus a synthesizer, so it costs several times a single-pass/review-paper. Use it when the paper is submission-ready or at R&R stage and you need maximum lens coverage. For early drafts or iterative work,/review-paperis the right tool. For journal-simulation pressure test, use/review-paper --peer <journal>instead.
Inputs
$0, manuscript path (.tex,.qmd,.md, or.pdf). Required.
The Seven Lenses
Each lens runs as its own subagent in a fresh context (never a conversation fork) so the main conversation stays clean and no lens sees another's findings.
