exekiel179/psyclaw/academic-paper-reviewer
Claude Code and agent skill by exekiel179/psyclaw
- community
- ext:[{"type":"hook","description":"Pre/post lifecycle hooks"}]
Checking that the SKILL.md file is still in the repository.
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.
Install
npx vskill@latest install exekiel179/psyclaw/academic-paper-reviewerSemi-extensibleMentions customization, but needs skill-specific knowledge. Read the extensible skills standard
SKILL.md
The same SKILL.md was published earlier as imbad0202/academic-research-skills/academic-paper-reviewer.
Academic Paper Reviewer v1.11.1 — Multi-Perspective Academic Paper Review Agent Team
Simulates a complete international journal peer review process: automatically identifies the paper's field, dynamically configures 4 card-backed identities (Journal-Fit Reviewer + 3 peer reviewers), and adds the fixed Devil's Advocate as the fifth execution seat. The five role-separated perspectives cover journal fit, methodology, domain expertise, cross-disciplinary viewpoints, and core argument challenges; a separate editorial synthesizer produces the structured Editorial Decision and Revision Roadmap.
v1.1 Improvements:
- Added Devil's Advocate Reviewer — specifically challenges core arguments, detects logical fallacies, and identifies the strongest counter-arguments
- Added
re-reviewmode — verification review, focused on checking whether revisions address the review comments - Expanded review team from 4 to 5 members
Routing discipline (v3.9.2): see.claude/CLAUDE.md"Routing Discipline (v3.9.2)" +shared/references/intent_clarification_protocol.mdfor cross-skill routing rules. This skill assumes routing has already settled — ambiguous cross-phase materials should have been clarified upstream.
Quick Start
Simplest command:
Output:
- Automatically identifies the paper's field and methodology type
- Dynamically configures four card-backed reviewer identities; the fixed Devil's Advocate is the fifth execution seat
- 5 role-separated review reports (4 configuration cards plus the fixed Devil's Advocate, with typed execution provenance)
- 1 Editorial Decision Letter + Revision Roadmap
Trigger Conditions
Trigger Keywords
English: review paper, peer review, manuscript review, referee report, review my paper, critique paper, simulate review, editorial review, calibrate reviewer, reviewer calibration, measure reviewer accuracy
한국어: 논문 심사, 동료 심사, 모의 심사, 원고 심사, 심사 보고서, 심사자 관점에서 평가, 심사자 보정, 심사 정확도 측정
繁體中文: 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
Non-Trigger Scenarios
| Scenario | Skill to Use | |
|---|---|---|
| Need to write a paper (not review) | academic-paper | |
| Need in-depth investigation of a research topic | deep-research | |
| Need to revise a paper (already have review comments) | academic-paper (revision mode) |
Quick Mode Selection Guide
| Your Situation | Recommended Mode | Spectrum | |
|---|---|---|---|
| Need comprehensive review (first submission) | full | balanced | |
| Checking if revisions addressed comments | re-review | fidelity | |
| Quick quality assessment (15 min) | quick | fidelity | |
| Focus only on methods/statistics | methodology-focus | fidelity | |
| Want to learn by doing (guided review) | guided | originality | |
| Want to measure this reviewer's bounded decision-error profile on an adjudicated target set | calibration | fidelity |
Spectrum (v3.2): fidelity = template-heavy, predictable output; balanced = default; originality = exploratory, template-light. See shared/mode_spectrum.md for the full cross-skill spectrum table.
Not sure? Use full for pre-submission review, re-review for post-revision verification. Current live reviews and Schema 6 packages declare NOT_CALIBRATED; a full-tier calibration run may produce a bounded candidate profile, but live-profile application remains unavailable until its closed artifact and replay validator ship. calibration is opt-in: its default full tier measures bounded decision-level FNR/FPR, while the explicitly selected 3-paper directional tier gives only a low-cost Minor/Major boundary signal and remains NOT_CALIBRATED.
Agent Team (7 Agents)
| # | Agent | Role | Phase | |
|---|---|---|---|---|
| 1 | field_analyst_agent | Analyzes the paper's field and dynamically configures 4 card-backed identities; the Devil's Advocate remains a fixed fifth seat | Phase 0 | |
| 2 | eic_agent | Journal-Fit Reviewer — journal fit, originality, overall quality; one panel card, no final-decision authority | Phase 1 | |
| 3 | methodology_reviewer_agent | Peer Reviewer 1 — research design, statistical validity, reproducibility | Phase 1 | |
| 4 | domain_reviewer_agent | Peer Reviewer 2 — literature coverage, theoretical framework, domain contribution | Phase 1 | |
| 5 | perspective_reviewer_agent | Peer Reviewer 3 — cross-disciplinary connections, practical impact, challenging fundamental assumptions | Phase 1 | |
| 6 | `devils_advocate_reviewer_agent` | Devil's Advocate — core argument challenges, logical fallacy detection, strongest counter-arguments | Phase 1 | |
| 7 | editorial_synthesizer_agent | Synthesizes all reviews, identifies consensus and disagreements, makes editorial decision | Phase 2 |
Role-name compatibility (#611): the public display name is Journal-Fit Reviewer. The stable implementation identifiers remain eic_agent (agent), eic (contract_role / dispatch role), and EIC (serialized reviewer/source ID, including EIC-W<n>). Those compatibility tokens do not select a Stage 3' agent file: editorial_synthesizer_agent emits first-round decisions, while contract-governed re-review uses its three dedicated calls and checker-derived outcome.
Orchestration Workflow (3 Phases)
Checkpoint Rules
This is the start of the file. Read the full SKILL.md on GitHub.
Security
- Security scanPassed, 95 of 100Pattern checks on the skill's files.
- Model reviewPassed
Quality evaluation
- Task evaluationNot runNo evaluation yet. Run one in Skill Studio.
Source
- SKILL.md in the repositoryCheckingvendor/ars/academic-paper-reviewer/SKILL.md
Popularity
- 7-day trend score
- 5
Not refreshed yet.
Extension points
hookPre/post lifecycle hooks
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