browse-and-evaluate

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.

Quality

100%

Does it follow best practices?

Run evals on this skill

Adds up to 20 points to the overall score

View guide

Securityby

Low

Low-risk findings worth noting

Quality

Content

100%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A tight, command-driven skill body: executable npx commands, an explicit dry-run validation checkpoint before install, and well-organized sections. It assumes Claude's competence and provides everything needed to act without padding.

Dimension	Reasoning	Score
Conciseness	The body is lean — Goal, Guardrails, a compact command-driven Workflow, and Gotchas — with no explanatory padding of concepts Claude already knows. Every command earns its place, matching the score-3 anchor; it is not at 2 because there is no unnecessary explanation to tighten.	3 / 3
Actionability	Each workflow step ships a fully executable `npx ai-agent-skills` command with real flags (e.g. `--fields name,tier,workArea,description --limit 10`, `install <skill> --dry-run`), copy-paste ready. It matches the score-3 anchor; it is not at 2 because the guidance is concrete and complete rather than pseudocode or partial.	3 / 3
Workflow Clarity	A clear five-step sequence with an explicit validation checkpoint: step 4 dry-runs the install and step 5 says "Install only after reviewing the dry-run output," forming a dry-run → review → install feedback loop for a risky batch operation. This matches the score-3 anchor; it is not at 2 because the checkpoint and error-recovery guidance are explicit rather than implicit.	3 / 3
Progressive Disclosure	Under 50 lines with a single purpose and no need for external references, organized into clear sections (Goal, Guardrails, Workflow, Gotchas). Per the simple-skills scoring note, this earns a 3; no bundle files exist to require further navigation.	3 / 3
	Total	12 / 12 Passed

Description

100%

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A strong, third-person description with an explicit "Use when..." trigger, concrete actions, and natural user terms. It clearly conveys both purpose and activation conditions with no fluff.

Dimension	Reasoning	Score
Specificity	Multiple concrete actions are named — "find, compare, and evaluate skills before installing" — reinforced with concrete CLI guardrails ("--fields", "--dry-run"). It goes beyond naming a domain plus some actions to enumerate distinct actions, matching the score-3 anchor; it is not at 2 because the action set is comprehensive rather than partial.	3 / 3
Completeness	It explicitly answers what (find/compare/evaluate skills before installing) and when via an explicit "Use when..." trigger, matching the score-3 anchor. It is not at 2 because the when-clause is explicit rather than implied.	3 / 3
Trigger Term Quality	Natural user phrasing is well covered: "exploring the ai-agent-skills catalog", "find", "compare", "evaluate", and "before installing". These are terms a user would naturally say, matching the score-3 anchor; it is not at 2 because common variations of the need are present rather than missing.	3 / 3
Distinctiveness Conflict Risk	It carves a clear niche (browsing/evaluating the ai-agent-skills catalog) with specific CLI guardrails, making it unlikely to fire for unrelated skills. It is not at 2 because the scope is narrow and distinct rather than broadly overlapping.	3 / 3
	Total	12 / 12 Passed

Validation

93%

Warnings & errors only

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 15 / 16 Passed

Validation for skill structure

Criteria	Description	Result
frontmatter_unknown_keys	Unknown frontmatter key(s) found; consider removing or moving to metadata	Warning

	Total	15 / 16 Passed

Repository: MoizIbnYousaf/Ai-Agent-Skills
Path: skills/browse-and-evaluate/SKILL.md
Commit: 039ad59

Reviewed: about 5 hours ago

Table of Contents

Discovery Implementation Validation

Is this your skill?

If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.