Baseline Quality Assessment

Quality score: 70/100 · Category: General · Sub-category: general-misc

Achieve comprehensive baseline (V_meta ≥0.40) in iteration 0 to enable rapid convergence. Use when planning iteration 0 time allocation, domain has established practices to reference, rich historical data exists for immediate quantification, or targeting 3-4 iteration convergence. Provides 4 quality levels (minimal/basic/comprehensive/exceptional), component-by-component V_meta calculation guide, and 3 strategies for comprehensive baseline (leverage prior art, quantify baseline, domain universality analysis). 40-50% iteration reduction when V_meta(s₀) ≥0.40 vs <0.20. Spend 3-4 extra hours in iteration 0, save 3-6 hours overall.

What this skill does

Baseline Quality Assessment is a production-ready Claude Code skill (quality score 70/100) in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/baseline-quality-assessment/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when planning iteration 0 time allocation, domain has established practices to reference, rich historical data exists for immediate quantification, or targeting 3-4 iteration convergence. Provides 4 quality levels (minimal/basic/comprehensive/exceptional), component-by-component V_meta calculation guide, and 3 strategies for comprehensive baseline (leverage prior art, quantify baseline, domain universality analysis).

Who uses this skill

The Baseline Quality Assessment skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It is part of the open ClaudSkills registry, a community-curated catalog of 15,000+ capabilities you can install for Claude Code — the Claude CLI agent.

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/baseline-quality-assessment
curl -L https://claudskills.com/skills/baseline-quality-assessment/SKILL.md \
  -o ~/.claude/skills/baseline-quality-assessment/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/baseline-quality-assessment/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/baseline-quality-assessment/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\baseline-quality-assessment\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.

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Part of ClaudSkills — the open registry for Claude Code skills. · What's New · Install guide · About · llms.txt

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