Skip to content
Back to skills

Verify

ASecurity

> Test L0 abstract fidelity -- do compressed summaries match actual content?

  • 229 stars
  • 0 votes
  • 0 copies
  • 1 view
  • Added June 6, 2026
businessbash

Security analysis

A100/100

Scanned June 6, 2026

npx -y skills add Miosa-osa/canopy --skill verify --agent claude-code

Installs into .claude/skills of the current project.

Are you the author of Verify?

Add the live security badge to your README. It updates with every re-scan.

Security grade badge for Verify
[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/miosa-osa-verify/badge)](https://www.skillsdirectory.com/skills/miosa-osa-verify)

More formats (shields.io, HTML) on the badges page. Keep it an A: scan every change in CI with Pro.

Download with Pro
SKILL.md
# /verify

> Test L0 abstract fidelity -- do compressed summaries match actual content?

## Usage
```
/verify [--sample <n>]
```

## What It Does
Samples context files, reads their L0 abstract (compressed ~100 token summary) and their full content, then evaluates whether the abstract accurately represents the content. Reports fidelity scores and flags abstracts that have drifted from their source.

## Implementation
Runs: `cd engine && mix optimal.verify [--sample <n>]`

Process:
1. Sample N context files (default: 10).
2. Load L0 abstract for each.
3. Load full content for each.
4. Compare: does the abstract capture the key facts?
5. Score fidelity (0-1) per file.
6. Flag any below threshold (< 0.7).
7. Suggest re-generation for drifted abstracts.

## Examples
```bash
# Test 10 random contexts
/verify

# Test a larger sample
/verify --sample 20
```

Attribution

Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.

Comments

Loading comments…

Newsletter

Get the weekly list of safe new skills, and the ones we pulled.