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Verify LLM Artifacts

Category: Engineering  ·  Sub-category: code-quality  ·  Last updated:
ai:llmtype:review
Confirms or rejects findings from review-llm-artifacts before deletes or risky refactors. Loads review-verification-protocol-style checks per finding. Use after a review run, when the user wants to reduce false positives, before fix-llm-artifacts on dead code, or when validating a full-project scan.

From the source SKILL.md

Second-pass verification for .beagle/llm-artifacts-review.json. The detection pass optimizes for recall; this pass optimizes for precision so agents do not remove or “clean” code that is still required.

What this skill does

Verify LLM Artifacts is a community-contributed Claude Code skill in the code-quality sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/verify-llm-artifacts/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Verify LLM Artifacts Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 69,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/verify-llm-artifacts
curl -L https://claudskills.com/skills/verify-llm-artifacts/SKILL.md \
  -o ~/.claude/skills/verify-llm-artifacts/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/verify-llm-artifacts/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/verify-llm-artifacts/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\verify-llm-artifacts\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

Attribution & license

More Engineering skills

Browse all Engineering skills in the ClaudSkills registry, or explore these other picks from the same category:

Browse all Engineering skills → Top 100 skills
Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

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