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seven-pass-review

Run seven parallel manuscript reviews and synthesize a prioritized revision plan.

Updated Apr 23, 2026
Search Tags:#workflow#academic#multi-agent#review#synthesis#manuscript
One-click install
npx skills add https://github.com/groundnuty/macf-devops-toolkit --skill seven-pass-review
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: seven-pass-review
Source: https://github.com/groundnuty/macf-devops-toolkit/tree/main/.claude/profiles/paper/skills/seven-pass-review
Command: npx skills add https://github.com/groundnuty/macf-devops-toolkit --skill seven-pass-review

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Seven-pass adversarial review enables thorough, multi-lens evaluation of academic manuscripts, producing a prioritized revision plan.

Core Features & Use Cases

  • Spawns seven forked subagents, each focusing on a distinct lens (abstract, intro, methods, results, robustness, prose, citations) and aggregates their findings into a unified revision checklist.
  • Supports submission-ready or revision-stage manuscripts by ensuring comprehensive critique from multiple perspectives before resubmission.
  • Facilitates structured refinement by clearly documenting lens-specific outputs and synthesis rationale.

Quick Start

Run the seven-pass workflow on your manuscript path to generate per-lens reports and a final synthesis.

Frequently Asked Questions about seven-pass-review

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
What is multi-lens manuscript critique and how does it improve academic papers?▼

Multi-lens manuscript critique improves academic papers by running seven parallel, lens-specific reviews and synthesizing a prioritized revision plan to ensure comprehensive refinement before resubmission.

How do I generate a prioritized revision plan for an R&R stage manuscript?▼

To generate a prioritized revision plan, provide your manuscript path to the workflow, which spawns seven forked subagents to evaluate distinct lenses and merges their findings into a unified checklist.

Can I use multi-agent review for submission-ready manuscripts across different disciplines?▼

Yes, multi-agent review supports submission-ready or R&R-stage manuscripts across disciplines where comprehensive critique from multiple perspectives is needed for structured refinement.

What specific lenses are evaluated during a seven-pass adversarial review?▼

A seven-pass adversarial review evaluates manuscripts through seven distinct lenses: abstract, intro, methods, results, robustness, prose, and citations, documenting specific outputs for each section.

What's the best way to structure refinement after receiving comprehensive manuscript critique?▼

The best way to structure refinement is by following the synthesized revision checklist, which aggregates findings from all seven lens-specific reviews and provides clear rationale for each correction.

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