/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.
$ npx -y skills add MoizIbnYousaf/Ai-Agent-Skills --skill browse-and-evaluate --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/browse-and-evaluate
Context preview
The summary Claude sees to decide when to auto-load this skill.
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.
SKILL.md
browse-and-evaluate.SKILL.mdname: browse-and-evaluate
description: 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.
category: workflow
version: 4.1.0
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
2. Get details on a candidate.
npx ai-agent-skills info <skill-name> --fields name,description,tags,collections,installCommands
3. Preview the skill content.
npx ai-agent-skills preview <skill-name>
4. Dry-run the install.
npx ai-agent-skills install <skill-name> --dry-run
5. 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.
Read more
name: browse-and-evaluate description: 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. category: workflow version: 4.1.0
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
2. Get details on a candidate.
npx ai-agent-skills info <skill-name> --fields name,description,tags,collections,installCommands
3. Preview the skill content.
npx ai-agent-skills preview <skill-name>
4. Dry-run the install.
npx ai-agent-skills install <skill-name> --dry-run
5. 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.
Universal skill installer and package manager for AI coding agents. One command, 12+ runtimes. npx ai-agent-skills
Repo: MoizIbnYousaf/Ai-Agent-Skills
Other skills on moizibnyousaf-ai-agent-skills.
- /ask-questions-if-underspecified
Clarify requirements before implementing. Do not use automatically, only when invoked explicitly.
Open skill - /audit-library-health
Use when checking the overall health of a skills library. Run doctor, validate, check for stale skills, and verify generated docs are in sync.
Open skill - /backend-development
Backend API design, database architecture, microservices patterns, and test-driven development. Use for designing APIs, database schemas, or backend system architecture.
Open skill - /best-practices
Transforms vague prompts into optimized Claude Code prompts. Adds verification, specific context, constraints, and proper phasing. Invoke with /best-practices.
Open skill - /build-workspace-docs
Use when regenerating README.md and WORK_AREAS.md in a managed library workspace. Always dry-run first to preview changes.
Open skill - /changelog-generator
Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into clear, customer-friendly release notes. Turns hours of manual changelog writing into minutes of automated generation.
Open skill

