hyv-backtest

SkillDev tools

Evaluate a caller-supplied reconstruction against a held-out local target without generating text.

Available today. Use it from your connected AI after setup.

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 hyv-backtest skill

What this skill tells your AI

The instructions your AI receives, as published by shashank-sn/holdyourvoice in skills/hyv-backtest/SKILL.md and read by ahel’s review.

Run an information-isolated evaluation. HYV receives context, a real held-out target, and a candidate supplied by a person or external writer. It does not generate the candidate, return either text, or call a provider.

hyv backtest context.md heldout-target.md candidate.md profile.json heldout-a.md heldout-b.md heldout-c.md

The result carries only digests plus separate preservation, AI Editor, and held-out-band reports. It is not an authorship score or publishing approval.

Signals

GitHub stars
32
Last commit
Sep 2026
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Item type
skill
Key
hyv-backtest
Source
github.com/shashank-sn/holdyourvoice