Extract top Shinka programs into a compact Markdown bundle.
npx skills add https://github.com/nhatnguyen1122/shinka --skill shinka-inspect-nhatnguyen1122
Please help me install this Agent Skill. Skill: shinka-inspect Source: https://github.com/nhatnguyen1122/shinka/tree/main/skills/shinka-inspect Command: npx skills add https://github.com/nhatnguyen1122/shinka --skill shinka-inspect-nhatnguyen1122
Loads top performing Shinka programs from a completed run into an agent-friendly context, enabling rapid iteration planning.
Run the inspect script with a Shinka results directory to generate a compact Markdown context bundle of top programs for the next mutation planning step.
High-intent search queries and answers about installing and using this skill.
To extract top programs from a Shinka run, execute the inspect script against a valid results directory to rank programs by combined score and output a compact Markdown bundle with program metadata and code snippets for agent planning.
A Shinka context bundle is a structured Markdown file containing top-ranked programs and their metadata from a completed run. It is needed when preparing an autonomous agent for the next mutation planning cycle after a run finishes.
Yes, generating the bundle requires a Python environment with pandas to read and rank data, and a populated SQLite database within a valid Shinka results directory to extract program metadata and code snippets.
Yes, the inspect script supports optional filtering by generation, allowing you to narrow the Markdown context bundle to specific generations of top-ranked programs from the completed run.
The inspect script is limited to runs with a valid results directory and a populated SQLite database, cannot process incomplete runs, and outputs only a Markdown bundle without direct code execution capabilities.
2233adminExtract top-ranked Shinka programs from a run database into a Markdown context bundle.
SakanaAILoad top Shinka programs and write a Markdown bundle with metadata and code snippets.
johnlindquistBundle code and local imports into shareable GitHub Gists or markdown.
tan-yong-shengRank Shinka programs by combined_score and emit a Markdown context bundle.
