academic-paper-reviewer
Multi-perspective academic paper review with dynamic reviewer personas.
Skill by stanfish06
Chalk Labs
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Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/stanfish06-academic-paper-reviewer
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: documents, research
Reviews
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What's inside
- Skill name
academic-paper-reviewer- Description
- 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.
- License
- unknown
- Metadata
- status: active · version: 1.11.1 · task_type: open-ended · last_updated: 2026-08-15 · data_access_level: raw
- Instructions
- 526 lines in SKILL.md · view on GitHub
Agent Skills spec issues
- body: 526 lines (spec recommends under 500)
- files: referenced but missing: scripts/check_panel_synthesis.py, scripts/check_pipeline_integrity.py, scripts/review_panel_provenance.py, scripts/check_sprint_contract.py, scripts/check_phase_conformance.py
Files (28)
- SKILL.md
- devils_advocate_reviewer_agent.md · agents/
- domain_reviewer_agent.md · agents/
- editorial_synthesizer_agent.md · agents/
- eic_agent.md · agents/
- field_analyst_agent.md · agents/
- methodology_reviewer_agent.md · agents/
- perspective_reviewer_agent.md · agents/
- hei_paper_review_example.md · examples/
- interdisciplinary_review_example.md · examples/
- subclaim_decomposition_example.md · examples/
- calibration_mode_protocol.md · references/
- changelog.md · references/
- editorial_decision_standards.md · references/
- guided_mode_protocol.md · references/
- integration_guide.md · references/
- quality_rubrics.md · references/
- re_review_mode_protocol.md · references/
- review_criteria_framework.md · references/
- review_panel_provenance_protocol.md · references/
- review_quality_thinking.md · references/
- reviewer_sprint_prompt_source.md · references/
- sprint_contract_protocol.md · references/
- statistical_reporting_standards.md · references/
- top_journals_by_field.md · references/
- editorial_decision_template.md · templates/
- peer_review_report_template.md · templates/
- revision_response_template.md · templates/
The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub
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Signals
- Stars
- 9
- Forks
- 5
- Open issues
- 315
- Last commit (this folder)
- Oct 14, 2026 (17 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- Version
- 1.11.1
- License
- License unknown
- Repository
- github.com/stanfish06/skillquarium
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Cite this page
academic-paper-reviewer skill. Agent Mart. https://agentmart.dev/skills/stanfish06-academic-paper-reviewer (last updated 2026-10-24)