browse-and-evaluate

browse-and-evaluate is a skill for Claude Code, Codex from MoizIbnYousaf/Ai-Agent-Skills. It costs 43 tokens per session (433 once invoked), scanned A, original, MIT.

A workflow for finding and comparing skills in the ai-agent-skills catalog before installing them.

In plain words
What is it for?
Use it to search, inspect, preview, and dry-run installation of up to three candidate skills.
Why use it?
It limits noisy catalog output and requires a preview of installation changes, helping avoid choosing or installing the wrong skill.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to search, inspect, preview, and dry-run installation of up to three candidate skills.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/moizibnyousaf/ai-agent-skills/browse-and-evaluate
About the project

AI Agent Skills is a curated library and package manager for installing, organizing, and creating skills for compatible AI coding agents. It is for developers who want to manage reusable agent instructions through a command-line or terminal interface. The catalogue skills and agents are examples of the kind of add-ons it helps manage.

MoizIbnYousaf/Ai-Agent-Skills · 1,134 stars · on GitHub · npmjs.com

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add MoizIbnYousaf/Ai-Agent-Skills --skill browse-and-evaluate
Clone the repo
git clone --depth 1 https://github.com/MoizIbnYousaf/Ai-Agent-Skills

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for browse-and-evaluate

README.md
[![agentmods](https://agentmods.dev/badge/skills/moizibnyousaf/ai-agent-skills/browse-and-evaluate/github.svg)](https://agentmods.dev/skills/moizibnyousaf/ai-agent-skills/browse-and-evaluate)
Your own site
<a href="https://agentmods.dev/skills/moizibnyousaf/ai-agent-skills/browse-and-evaluate"><img src="https://agentmods.dev/badge/skills/moizibnyousaf/ai-agent-skills/browse-and-evaluate/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for browse-and-evaluate

Your own site · 80×15
<a href="https://agentmods.dev/skills/moizibnyousaf/ai-agent-skills/browse-and-evaluate"><img src="https://agentmods.dev/badge/skills/moizibnyousaf/ai-agent-skills/browse-and-evaluate.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 43 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 433 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 5 findings, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium MCP Rug Pull · line 27
    npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.
    Fix: Pin the version: npx @scope/[email protected]
  • medium MCP Rug Pull · line 33
    npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.
    Fix: Pin the version: npx @scope/[email protected]
  • medium MCP Rug Pull · line 39
    npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.
    Fix: Pin the version: npx @scope/[email protected]
  • medium MCP Rug Pull · line 45
    npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.
    Fix: Pin the version: npx @scope/[email protected]
  • medium MCP Rug Pull · line 51
    npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.
    Fix: Pin the version: npx @scope/[email protected]
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00043 $0.00433
Opus 5 $0.00022 $0.00217
Sonnet 5 $0.00009 $0.00087
Haiku 4.5 $0.00004 $0.00043

Measured 13d ago against content hash 9b2d44d35466, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

browse-and-evaluate scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 13d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/browse-and-evaluate/SKILL.md · 59 lines

What it actually says

Browse And Evaluate

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.
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 13d ago First seen · 59 lines · 43 tokens per session scan A 9b2d44d35466

Subscribe to this mod's changes

browse-and-evaluate is a skill published in the GitHub repository MoizIbnYousaf/Ai-Agent-Skills (1,134 stars, last pushed 26d ago), licensed MIT. It adds 43 tokens to every session and 433 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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