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aaai-experiments
brycewang-stanford/Awesome-Journal-SkillsSkill
Use when designing or auditing AAAI experiments for the broad-AI program committee, including baselines, ablations, statistical significance, robustness, human evaluation, AI-for-Social-Impact and alignment/safety evidence, compute and cost reporting, and reproducibility-checklist alignment for Phase-1 survival.
Why this score
This repo hosts 10 skills, so its 1,277 stars are split between them (about 128 each) for scoring.
Popularity score: 65/100 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 932eb2333172, 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 oneaaai-experiments brycewang-stanford/Awesome-Journal-Skills · Skill | 65 | ★ 1.3k | ≈83 always | 1mo ago |
| experiment-design fcakyon/phd-skills · Skill Both about experiment and ablation | 64 | ★ 424 | ≈22 always | 24d ago |
| create-experiment harness/harness-skills · Skill Both about experiment | 60 | ★ 120 | ≈23 always | 21d ago |
| analyze-experiment-results yogsoth-ai/de-anthropocentric-research-engine · Skill Both about experiment and reproducibility | 61 | ★ 504 | ≈54 always | 16d ago |
| ccf-experiment-designer mikubaka88/CCFA-Skills · Skill Both about experiment and ablation | 72 | ★ 3.1k | ≈82 always | 16d ago |
| auditing-experiments-flags PostHog/ai-plugin · Skill Both about experiment and auditing | 49 | ★ 93 | ≈68 always | 16d ago |