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experiment-craft
Use this skill when the user wants to debug, diagnose, or systematically iterate on an experiment that already exists, or when they need a structured experiment log for tracking runs, hypotheses, failures, results, and next steps during active research. Apply it to underperforming methods, training that will not converge, regressions after a change, inconsistent results across datasets, aimless experimentation without progress, and questions like 'why doesn't this work?', 'no progress after many attempts', or 'how should I investigate this failure?'. Also use it for setting up practical experi
Why this score
This repo hosts 10 skills, so its 481 stars are split between them (about 48 each) for scoring.
Popularity score: 56/100 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 21, 2026 at commit 9a9f8cfb3a7f, 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 oneexperiment-craft EvoScientist/EvoSkills · Skill | 56 | ★ 481 | ≈154 always | 1mo ago |
| experiment-design fcakyon/phd-skills · Skill Both about experiment | 64 | ★ 424 | ≈22 always | 24d ago |
| create-experiment harness/harness-skills · Skill Both about experiment | 60 | ★ 120 | ≈23 always | 21d ago |
| scroll-craft nateherkai/scroll-craft · Skill Both about craft | 78 | ★ 3.7k | ≈22 always | 1mo ago |
| craft-goal boshu2/agentops · Skill Both about craft | 65 | ★ 450 | ≈37 always | 16d ago |
| craft-your-textbook xx-hub/craft-your-textbook · Skill Both about craft | 60 | ★ 31 | ≈46 always | 3mo ago |