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Axiom Foundation Models Diag

When Claude hits context limits or guardrails during development, this diagnostic skill helps you figure out why. It's built on the principle that most foundation model problems come from misunderstanding what a 3B parameter model can actually do, bumping against token limits (4096 in this case), or availability issues rather than actual bugs in your code. The axiom suite has solid traction with 945 GitHub stars and 181 installs, and this particular skill gives you a structured way to troubleshoot those frustrating "context window exceeded" errors or unexpected outputs. Think of it as a checklist that stops you from debugging your application when the real issue is model constraints.

skills.sh installs
178
GitHub stars
1.3K
last updated
Aug 21, 2026

Install

$ npx -y skills add charleswiltgen/axiom --skill axiom-foundation-models-diag --agent claude-code

Installs into .claude/skills of the current project.

Files

When Claude hits context limits or guardrails during development, this diagnostic skill helps you figure out why. It's built on the principle that most foundation model problems come from misunderstanding what a 3B parameter model can actually do, bumping against token limits (4096 in this case), or availability issues rather than actual bugs in your code. The axiom suite has solid traction with 945 GitHub stars and 181 installs, and this particular skill gives you a structured way to troubleshoot those frustrating "context window exceeded" errors or unexpected outputs. Think of it as a checklist that stops you from debugging your application when the real issue is model constraints.

Browse the repository on GitHub

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Details

Repository
github.com/charleswiltgen/axiom
Category
Debugging
First seen
Jun 3, 2026

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