Load top Shinka programs and write a Markdown bundle with metadata and code snippets.
npx skills add https://github.com/SakanaAI/ShinkaEvolve --skill shinka-inspect
Please help me install this Agent Skill. Skill: shinka-inspect Source: https://github.com/SakanaAI/ShinkaEvolve/tree/main/skills/shinka-inspect Command: npx skills add https://github.com/SakanaAI/ShinkaEvolve --skill shinka-inspect
Efficiently bring top-performing Shinka programs from a completed run into an agent's working context to accelerate task planning.
Invoke the shinka-inspect skill on a completed run directory to generate a Markdown context bundle for the next mutation planning cycle.
High-intent search queries and answers about installing and using this skill.
To load top-performing Shinka programs into agent context, read program records from a completed run directory, rank them by combined_score, and select the top-k rows where correct is true to generate a Markdown context bundle.
The best way to package ranked program records for mutation planning is to extract top-k entries by combined_score and produce a Markdown bundle containing metadata, ranking tables, feedback, and code snippets for agents to consume.
When no correct Shinka programs exist in a completed run, the fallback ranking mechanism selects the top-k programs by combined_score across all available rows, ensuring a Markdown context bundle is still produced for agent planning.
Yes, you can apply optional min_generation filtering to Shinka program records before ranking them by combined_score. This filters the pool of programs prior to selecting the top-k correct entries for the Markdown bundle.
Yes, you need pandas installed to read program records, apply ranking logic by combined_score, and write the resulting Markdown bundle with metadata and code snippets to the specified output path.
The Markdown bundle generated from top-k Shinka programs includes run metadata, a ranking table of the selected programs, associated feedback, and code snippets, providing comprehensive context for downstream agent tasks.
tan-yong-shengRank Shinka programs by combined_score and emit a Markdown context bundle.
nhatnguyen1122Extract top Shinka programs into a compact Markdown bundle.
josh-greeCreate an implementation plan for a GitHub issue and comment it.
2233adminExtract top-ranked Shinka programs from a run database into a Markdown context bundle.
