ClaudSkills / General / general-misc

Convergence Study

Quality score: 85/100  ·  Category: General  ·  Sub-category: general-misc
Perform spatial and temporal convergence analysis for solution verification — compute observed convergence orders from grid or timestep refinement studies, apply Richardson extrapolation to estimate discretization error, and calculate the Grid Convergence Index (GCI) per ASME V&V 20 standards. Use when verifying that a numerical solution converges at the expected rate, estimating the error on the finest mesh, checking whether grids are in the asymptotic range, or preparing formal verification reports, even if the user only asks "is my mesh fine enough" or "how accurate is my solution."

What this skill does

Convergence Study is a well-rated Claude Code skill (quality score 85/100) in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/convergence-study/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when verifying that a numerical solution converges at the expected rate, estimating the error on the finest mesh, checking whether grids are in the asymptotic range, or preparing formal verification reports, even if the user only asks "is my mesh fine enough" or "how accurate is my solution.

Who uses this skill

The Convergence Study 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/convergence-study
curl -L https://claudskills.com/skills/convergence-study/SKILL.md \
  -o ~/.claude/skills/convergence-study/SKILL.md

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

Skills live at ~/.claude/skills/convergence-study/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\convergence-study\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