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long-context

Extend context windows of transformer models using RoPE, YaRN, ALiBi, and position interpolation techniques. Use when processing long documents (32k-128k+ tokens), extending pre-trained models beyond original context limits, or implementing efficient positional encodings. Covers rotary embeddings, attention biases, interpolation methods, and extrapolation strategies for LLMs.

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Install

armory install long-context --cli claude

writes the skill into.claude/skills/long-context/SKILL.mdListed as compatible

Configuration
# fetches the source and writes it to:
.claude/skills/long-context/SKILL.md

Needs the armory CLI · not on npm yet, build it from cli/ in the repository

What it is

Extend context windows of transformer models using RoPE, YaRN, ALiBi, and position interpolation techniques. Use when processing long documents (32k-128k+ tokens), extending pre-trained models beyond original context limits, or implementing efficient positional encodings. Covers rotary embeddings, attention biases, interpolation methods, and extrapolation strategies for LLMs.

When to use it

Extend context windows of transformer models using RoPE, YaRN, ALiBi, and position interpolation techniques. Use when processing long documents (32k-128k+ tokens), extending pre-trained models beyond original context limits, or implementing efficient positional encodings. Covers rotary embeddings, attention biases, interpolation methods, and extrapolation strategies for LLMs.

How to install / invoke

# Copy the skill into your .claude/skills/ directory
curl -sL https://raw.githubusercontent.com/davila7/claude-code-templates/main/cli-tool/components/skills/ai-research/emerging-techniques-long-context/SKILL.md -o .claude/skills/emerging-techniques-long-context/SKILL.md

Notes

Extracted from davila7/claude-code-templates, emerging-techniques-long-context category.