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academic-experiments
joshua-zyy/academic-paper-writerSkill
Audit, run, or verify experimental evidence for CS/AI/ML papers. Produces Evidence Inventory with evidence_type annotations (newly_run/preexisting_artifact/user_claim) and Protocol Risk assessments. Use when: checking if experiment results are reproducible, auditing existing experiment artifacts, running minimal reproducible commands, evaluating checkpoints without full retraining, documenting protocol risks like data leakage or missing baselines. Triggers on: 复核实验, run experiments, 实验结果, experiment evidence, verify results, 实验验证, evidence inventory, protocol risk, 跑实验, check results, reproduc
Why this score
This repo hosts 8 skills, so its 115 stars are split between them (about 14 each) for scoring.
Popularity score: 53/100 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 Oct 20, 2026 at commit 6fceefd7fd9e, 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 oneacademic-experiments joshua-zyy/academic-paper-writer · Skill | 53 | ★ 115 | ≈155 always | 1mo ago |
| 00-academic-router agentscope-ai/OpenJudge · Skill Same job: research & papers | 63 | ★ 881 | ≈25 always | 2mo ago |
| academic-deai heise3/academic-deai · Skill Same job: research & papers | 69 | ★ 155 | ≈45 always | 27d ago |
| academic-plotting OpenRaiser/NanoResearch · Skill Same job: research & papers | 70 | ★ 1.3k | ≈98 always | 26d ago |
| academic-verify garrytan/gbrain · Skill Same job: research & papers | 85 | ★ 31k | ≈100 always | 16d ago |
| experiment-design fcakyon/phd-skills · Skill Both about experiment | 64 | ★ 424 | ≈22 always | 24d ago |