Browse And Evaluate

SkillAI & models

Use when exploring the ai-agent-skills catalog to find, compare, and evaluate skills before installing. Always use --fields to limit output size and --dry-run before committing to an install.

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

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Browse And Evaluate skill

What this skill tells your AI

The instructions your AI receives, as published by moizibnyousaf/ai-agent-skills in skills/browse-and-evaluate/SKILL.md and read by ahel’s review.

Goal

Find the right skill for a task without flooding the context window or installing blindly.

Guardrails

  • Always use --fields on list/search/info to keep output small. Default: --fields name,tier,workArea,description.
  • Always use --dry-run before installing anything.
  • Never install more than 3 skills at once without explicit user confirmation.
  • Prefer --format json in non-interactive pipelines. The CLI defaults to JSON when stdout is not a TTY.
  • Use --limit when browsing large catalogs. Start with --limit 10.

Workflow

  1. Search or browse the catalog.
npx ai-agent-skills search <query> --fields name,tier,workArea,description --limit 10
  1. Get details on a candidate.
npx ai-agent-skills info <skill-name> --fields name,description,tags,collections,installCommands
  1. Preview the skill content.
npx ai-agent-skills preview <skill-name>
  1. Dry-run the install.
npx ai-agent-skills install <skill-name> --dry-run
  1. Install only after reviewing the dry-run output.
npx ai-agent-skills install <skill-name>

Gotchas

  • The preview command sanitizes skill content to strip prompt injection patterns. If content looks truncated, check if suspicious patterns were removed.
  • Collection installs pull multiple skills. Always --list or --dry-run a collection before installing.
  • Upstream (non-vendored) skills require a network fetch at install time. Use --dry-run to verify the source is reachable.

Signals

GitHub stars
1k
Forks
132
Last commit
Aug 2026
Advanced
Catalog kind
skill
Gateway key
browse-and-evaluate
Source
github.com/moizibnyousaf/ai-agent-skills