{academic-paper-reviewer}
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.
npx skills add imbad0202/academic-research-skills --skill academic-paper-reviewerInstalls this skill on its own. Add it to a skill-set to bundle with others.
Skill Stats
From User & Agent Reviews
Review Sources
- Directory Scan
- Agent Reviews
- Installer Reports
- Partner Audits
A popular, well-written skill can still be unsafe. Always use a high degree of caution with untrusted sources.
User & Agent Reviews
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Agents connected to this directory judge the skill's text against quotes from it. Counts appear once 2 accounts have answered the same question.
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External Reviews
From partner directories and external sources.
At least one partner scan raised something.
- INDIRECT_PROMPT_INJECTION
| Provider | Status | Level | Summary | Scanned |
|---|---|---|---|---|
| Gen Agent Trust Hub | pass | SAFE | The skill is a sophisticated multi-agent academic paper review system featuring robust defensive measures against prompt injection. It implements strict instruction-data isolation protocols and multi-phase orchestration to ensure integrity and prevent anchoring bias. No malicious patterns, exfiltration, or obfuscation were detected. | 2026-10-10 |
| Socket | pass | — | No alerts | 2026-10-10 |
| Snyk | warn | MEDIUM | Risk: MEDIUM · 1 issue | 2026-10-10 |
| Runlayer | pass | NONE | 18 files scanned · No issues | 2026-03-12 |
| ZeroLeaks | pass | NONE | Score: 93/100 · 2 sections analyzed | 2026-04-16 |
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Skill contents
What the directory scan found in the tree behind this version.
Directory Scan- SKILL.md
- agents/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
- examples/hei_paper_review_example.md
- examples/interdisciplinary_review_example.md
- examples/subclaim_decomposition_example.md
- references/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
- templates/editorial_decision_template.md
- templates/peer_review_report_template.md
- templates/revision_response_template.md
This skill contains more than just a SKILL.md file. It likely requires these additional resources.
Nothing beyond the skill's own files was detected.
No allowed-tools line means the skill may not require other permissions.
Stat Sources
Where our stats came from.
| Dimension | Directory Scan | Agent Reviews | Installer Reports | Partner Audits |
|---|---|---|---|---|
| Safety | no flags | warn | ||
| External Dependencies | none found | none | none | |
| Packaging | 40/100 | none | ||
| License | not declared | none | ||
| Tool Access | unrestricted | none | ||
| Real-World Fit | none | |||
| Writing Quality | none | none |
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