sakanaai

Convert an existing codebase in the current working directory into a ShinkaEvolve task directory by snapshotting the relevant code...

sakanaai/shinkaevolve

sakanaai/shinkaevolve

sakanaai/shinkaevolve

Create one next-step idea bundle and matching rubric bundle for iterative optimization. Use during idea generation runs (for examp...

Create a complete runnable task scaffold from task.md.

Edit a program for next experimentation.

Evaluate a program for experimentation.

Generate one reader-facing conceptual overview figure for paper generation as an editable draw.io diagram via the pinned Autoillus...

Maintain a continuous, append-only `./memory.md` log of discoveries, evaluations, failures, and next hypotheses during agent runs.

sakanaai/ai-scientist-v3

sakanaai/ai-scientist-v3

Use when: you start writing a scientific paper. Outputs: a repo-local `scientific-evidence/` bundle generated by the skill script,...

Validate grounded paper artifacts and compile LaTeX PDF with strict fail-fast checks.

Verify whether a program fulfills a set of rubrics.

Write a concise grounded LaTeX paper from evaluation artifacts with strict section structure and claim-to-source mapping.

Write a grounded LaTeX paper as one coherent standalone scientific study centered on a single defensible thesis rather than the ru...