Skillquality 0.47
peer-review
Simulates a full academic journal peer review with EIC decision and 3 independent reviewers (Methodology Expert, Domain Specialist, Devil's Advocate). Scores 1–10, provides major/minor comments, and issues a final verdict: Accept, Minor Revision, Major Revision, or Reject. Use wh
What it does
Peer Review Simulation
Simulate a rigorous journal peer review process with multiple independent reviewers.
Reviewers
| Role | Focus |
|---|---|
| Editor-in-Chief (EIC) | Overall fit, quality, editorial decision |
| Reviewer 1 — Methodology Expert | Research design, statistical rigor, reproducibility |
| Reviewer 2 — Domain Specialist | Theoretical framework, literature coverage, contribution |
| Reviewer 3 — Devil's Advocate | Weaknesses, alternative interpretations, ethical concerns |
Scoring
- 1–4: Reject
- 5–6: Major revision needed
- 7–8: Minor revision; publishable with changes
- 9–10: Accept; exceptional work
Verdicts
ACCEPT— publishable as-isMINOR_REVISION— small changes needed; likely accepted after revisionMAJOR_REVISION— significant work required; re-review neededREJECT— fundamental issues; not suitable for this venue
Output Format
# 🔬 Peer Review Simulation
> **Final Decision: 🟠 Major Revision** | Overall Score: **6/10**
## Editor-in-Chief Decision
**Decision:** 🟠 Major Revision
**Score:** 6/10
[3–4 sentence editorial summary]
---
## Reviewer Reports
### 🔬 Reviewer 1: Methodology Expert
**Recommendation:** 🟠 Major Revision | **Score:** 6/10
[Overall impression]
**Major Concerns:**
- [Critical issue 1]
- [Critical issue 2]
**Minor Suggestions:**
- [Minor suggestion 1]
---
[... repeat for each reviewer ...]
## 🟠 Final Decision: Major Revision
### Priority Action Items
- [ ] [Most important revision 1]
- [ ] [Most important revision 2]
- [ ] [Most important revision 3]
| Reviewer | Score | Recommendation |
|----------|-------|----------------|
| Editor-in-Chief | 6/10 | 🟠 Major Revision |
| Methodology Expert | 6/10 | 🟠 Major Revision |
| Domain Specialist | 7/10 | 🟡 Minor Revision |
| Devil's Advocate | 5/10 | 🟠 Major Revision |
Guidelines for honest reviews
- Score calibration: theoretical-only papers without original data should score 5–7 max
- Reviewers must disagree sometimes — a spread of 5–7 across reviewers is healthy
- Major concerns must reference specific claims or sections in the paper
- Minor suggestions must be genuinely minor — not disguised major concerns
- Devil's Advocate must find real weaknesses, not be contrarian for its own sake
Capabilities
skillsource-richard-kim-79skill-peer-reviewtopic-academictopic-agent-skillstopic-claudetopic-hypothesistopic-peer-reviewtopic-researchtopic-science
Install
Installnpx skills add richard-kim-79/archora-skills
Transportskills-sh
Protocolskill
Quality
0.47/ 1.00
deterministic score 0.47 from registry signals: · indexed on github topic:agent-skills · 37 github stars · SKILL.md body (2,329 chars)
Provenance
Indexed fromgithub
Enriched2026-05-18 18:58:32Z · deterministic:skill-github:v1 · v1
First seen2026-05-15
Last seen2026-05-18