Home / Skills / aer-referee-sim
aer-referee-sim
brycewang-stanford/AER-SkillsSkill
Use when a complete draft exists and needs an adversarial internal review before submission — simulating the AER desk screen and three referee reports with calibrated severity, scoring the paper against the editorial rubric, and producing a prioritized revise list. Apply after aer-consistency passes and before aer-submission; rerun until the simulated verdict is at least major R&R.
Why this score
This repo hosts 10 skills, so its 56 stars are split between them (about 6 each) for scoring.
Popularity score: 47/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Nov 4, 2026 at commit 85eae99fe593, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This oneaer-referee-sim brycewang-stanford/AER-Skills · Skill | 47 | ★ 56 | ≈100 always | 4mo ago |
| sim-cli svd-ai-lab/sim-cli · Skill Both about sim and apply | 62 | ★ 239 | ≈75 always | 16d ago |
| character-sim haowjy/creative-writing-skills · Subagent Both about sim | 63 | ★ 526 | ≈21 in chat | 17d ago |
| domain-referee pedrohcgs/claude-code-my-workflow · Subagent Both about referee and calibrated | 69 | ★ 1.7k | ≈71 in chat | 1mo ago |
| serve-sim EvanBacon/serve-sim · Skill Both about sim | 77 | ★ 2.9k | ≈59 always | 18d ago |
| ic-sim lool-ventures/founder-skills · Skill Both about sim and three | 57 | ★ 47 | ≈144 always | 16d ago |