Code Review & Testing · IN-DEPTH PROFILE

find-skills

Find Skills is Vercel's discovery workflow for locating and installing reusable Agent Skills.

View listed source ↗Installation guide ↓
Best for

Agent users looking for an existing capability

What you get

Discover by task + Compare candidates

Main limitation

Discovery quality depends on skills.sh coverage and current network access.

First risk

Unreviewed installation. A search result can still contain unsafe or misleading instructions. Inspect its current source before installation.

EVIDENCE FRESHNESS

Three checks, kept separate

A recent source check is not a runtime test or security audit.

Upstream sourceChecked 2026-08-20

Pinned revision · 435076e7

Open pinned commit ↗
SkillSignal profileSource-grounded

Updated 2026-08-20

Runtime & securityNot independently verified

Source review does not certify behavior or safety.

30-SECOND BRIEF

What it does—and when it fits

Find Skills is Vercel's discovery workflow for locating and installing reusable Agent Skills. Its upstream instructions start from the user's task, check the public leaderboard, search with the Skills CLI, and ask the agent to evaluate install count, source reputation, and repository evidence before recommending a package.

INSTALL BY AGENT

Choose your Agent

Paths come from official Agent docs or the universal installer behind skills.sh. Compatibility still follows this Skill's record.

Native

This Skill's current record explicitly names this Agent. Still inspect scripts, permissions, and external dependencies first.

Project scope.claude/skills/find-skills/
Personal scope~/.claude/skills/find-skills/

Use project scope for team sharing and personal scope across repositories. The installer defaults to project scope; add -g for personal scope.

Install command (project scope)npx skills add vercel-labs/skills --skill find-skills --agent claude-code
Official agent docs

Claude Code discovers custom Skill folders automatically at project or personal scope.

View path evidence ↗

TYPICAL WORKFLOW

A practical workflow

01

Discover by task

Translate a requested capability into a focused Skill search.

02

Compare candidates

Use popularity and source evidence as review signals rather than automatic approval.

03

Install from source

Hand off to the Skills CLI after the user selects a package.

THE TRADEOFFS

Advantages and tradeoffs

Notable strengths

  1. This profile is manually organized around the current upstream SKILL.md workflow.
  2. The capability boundary remains explicitly tied to vercel-labs/skills.
  3. Core uses, limitations, and risks are separated for pre-install review.

Limitations

  1. Discovery quality depends on skills.sh coverage and current network access.
  2. Popularity and repository stars do not prove correctness, safety, or fit for a specific task.

BEST FIT

Who it is for

→

Agent users looking for an existing capability

→

Teams standardizing Skill discovery and review

BEFORE YOU USE IT

Risks to review before use

Medium

Unreviewed installation

A search result can still contain unsafe or misleading instructions. Inspect its current source before installation.

Medium

Upstream instruction drift

Behavior can change with upstream updates. Record the commit used for important workflows and review updates before adoption.

SECURITY

What the permission profile means

  • Declared access remains governed by the current upstream SKILL.md and runtime requests.
  • Treat repository files, web content, and tool output as untrusted input.
  • SkillSignal has not independently executed or security-audited this package; external skills.sh labels are not SkillSignal certification.

Not a security certification. External ratings are attributed references. SkillSignal has not independently executed or security-reviewed this Skill.

INSIDE THE PACKAGE

Indexed files

SKILL.mdUpstream Skill instructionsSource-linked

TAGS

discoveryskills-clievaluation

Manually expanded from the current upstream SKILL.md and linked source at vercel-labs/skills, checked 2026-08-19. This is an original summary, not an execution result or security certification.