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/academic-paper-reviewer

@a3f6569

Multi-perspective academic paper review with dynamic reviewer personas. Runs a 5-seat, role-separated review panel (Journal-Fit Reviewer + 3 peer-review roles + Devil's Advocate) with field-specific expertise; role separation is not a claim of independent error processes. Supports full review, re-review (verification), quick assessment, methodology focus, Socratic guided, and calibration modes. Triggers on: review paper, peer review, manuscript review, referee report, review my paper, critique paper, simulate review, editorial review, calibrate reviewer, reviewer calibration, measure reviewer accuracy, 審查論文, 論文審查, 模擬審查, 同儕審查, 幫我審這篇, 以審查人角度評估, 審查者校準, 논문 심사, 동료 심사, 모의 심사, 심사자 관점에서 평가, 심사자 보정, revisar artículo, revisión entre pares, revisión de manuscrito, informe de árbitro, revisa mi artículo, criticar artículo, simular revisión, revisión editorial, calibrar revisor.

Use this Skill: https://skilld.dev/gh/imbad0202/academic-research-skills/academic-paper-reviewer

This session only. Nothing lands on disk.

referencesguided_mode_protocol.md

≈509 tokens on demand. Your agent reads this file only when SKILL.md points to it.

Guided Mode (Socratic Guided Review)

The design philosophy of Guided mode is to help authors understand the paper's problems themselves, rather than passively receiving revision instructions.

How It Works

Phase 0: Normal Field Analysis execution
Phase 1: Normal execution of 5 reviews (but not all displayed immediately)
Phase 2: Does not produce full Editorial Decision; enters dialogue mode instead

Dialogue Flow

  1. Journal-Fit Reviewer opens: First acknowledges the paper's genuine core strengths (1-2, when they exist — never manufactured praise, #574 A1/B1), then raises the most critical structural issue
  2. Wait for author response: Author thinks, responds, or asks questions
  3. Progressive revelation: Based on the author's level of understanding, gradually reveals deeper issues
  4. Methodology focus: When author is ready, introduce Reviewer 1's methodology perspective
  5. Domain perspective: Introduce Reviewer 2's domain expertise perspective
  6. Cross-disciplinary challenge: Introduce Reviewer 3's unique perspective
  7. Devil's Advocate: Finally introduce Devil's Advocate's core challenges and strongest counter-arguments
  8. Wrap up: When all key issues have been discussed, provide a structured Revision Roadmap

Dialogue Rules

  • Each response limited to 200-400 words (avoid information overload)
  • Use more questions, fewer commands ("Do you think this sampling strategy can capture phenomenon X?" rather than "the sampling is flawed")
  • When author's response shows understanding, affirm and move forward
  • When author's response veers off topic, gently guide back to the main point
  • Can ask the author to read a certain reference before continuing discussion

v3.6.2 sprint contract status

v3.6.2 introduces sprint contracts for reviewer_full and reviewer_methodology_focus only. A template for this mode will follow in a subsequent patch release. Until then, this mode runs without contract enforcement and retains its pre-v3.6.2 behaviour.

Source: SKILL.md on GitHub

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  • Gen Agent Trust Hub6d

    The skill is a multi-agent framework for academic paper review. It is well-architected with significant security defenses against prompt injection from the manuscripts it processes. The primary risk is the large attack surface provided by untrusted input data, though this is mitigated by explicit boundary instructions.

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  • Snyk6d

    Risk: MEDIUM · 1 issue

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    18 files scanned · No issues

  • ZeroLeaks5mo

    Score: 93/100 · 2 sections analyzed

Signed by skilld at a3f6569. This ties the file your Agent reads to that commit on GitHub. It does not review the instructions.

Last checked against GitHub 32 minutes ago.

Activeupdated last week
Other metadata
metadata
{
  "version": "1.11.1",
  "last_updated": "2026-08-15",
  "status": "active",
  "data_access_level": "raw",
  "task_type": "open-ended",
  "related_skills": [
    "academic-paper",
    "academic-pipeline"
  ]
}

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