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SkillHub ClubResearch & OpsFull StackData / AI

Baseline Quality Assessment

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.

Packaged view

This page reorganizes the original catalog entry around fit, installability, and workflow context first. The original raw source lives below.

Stars
16
Hot score
86
Updated
March 20, 2026
Overall rating
C3.5
Composite score
3.5
Best-practice grade
D52.0

Install command

npx @skill-hub/cli install yaleh-meta-cc-baseline-quality-assessment

Repository

yaleh/meta-cc

Skill path: .claude/skills/baseline-quality-assessment

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.

Open repository

Best for

Primary workflow: Research & Ops.

Technical facets: Full Stack, Data / AI.

Target audience: Development teams looking for install-ready agent workflows..

License: Unknown.

Original source

Catalog source: SkillHub Club.

Repository owner: yaleh.

This is still a mirrored public skill entry. Review the repository before installing into production workflows.

What it helps with

  • Install Baseline Quality Assessment into Claude Code, Codex CLI, Gemini CLI, or OpenCode workflows
  • Review https://github.com/yaleh/meta-cc before adding Baseline Quality Assessment to shared team environments
  • Use Baseline Quality Assessment for development workflows

Works across

Claude CodeCodex CLIGemini CLIOpenCode

Favorites: 0.

Sub-skills: 0.

Aggregator: No.

Baseline Quality Assessment | SkillHub