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shinka-inspect
Load top-performing Shinka programs into agent context using `shinka.utils.load_programs_to_df`, and emit a compact Markdown bundle for iteration planning.
Why this score
This repo hosts 4 skills, so its 1,469 stars are split between them (about 367 each) for scoring.
Popularity score: 71/100 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 8adc053a2ce4, 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 oneshinka-inspect SakanaAI/ShinkaEvolve · Skill | 71 | ★ 1.5k | ≈43 always | 1mo ago |
| inspect-vast aleksUIX/vastlint · Skill Both about inspect | 58 | ★ 19 | ≈59 always | 16d ago |