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.
82%
Does it follow best practices?
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Low
Low-risk findings worth noting
W011: Third-party content exposure detected (indirect prompt injection risk).
What this means
The skill exposes the agent to untrusted, user-generated content from public third-party sources, creating a risk of indirect prompt injection. This includes browsing arbitrary URLs, reading social media posts or forum comments, and analyzing content from unknown websites.
Why it was flagged
The runtime workflow reads outsider-authored free text indirectly from the Shinka run artifacts/SQLite DB specified by `--results-dir` via `load_programs_to_df`, then embeds fields like `code` and optional `text_feedback` into the generated Markdown context bundle.
- Repository
SakanaAI/ShinkaEvolve
- Revision
8adc053
- Audited
- Security analysis
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