Provenance sidecar

SkillDev tools

SHA-256 hashes, environment snapshot, and activity-aware Methods text. Use to attach a reproducibility sidecar to an analysis. Do not use for 21 CFR Part 11, GxP, ALCOA+, or CLIA audit claims.

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the Provenance sidecar skill

What this skill tells your AI

The instructions your AI receives, as published by herry423/bionexus in skills/provenance-and-audit/SKILL.md and read by ahel’s review.

Prefer bionexus.provenance.sidecar from the shared kernel. The skill scripts wrap the same functions. Methods text is generated from the activity name and recorded parameters; it will not invent an scRNA-seq paragraph for a docking job.

Signals

GitHub stars
31
Forks
4
Last commit
Sep 2026
Advanced
Item type
skill
Key
provenance-and-audit
Source
github.com/herry423/bionexus