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openrouter-context-optimization

4.0

by jeremylongshore

120Favorites
107Upvotes
0Downvotes

Optimize context window usage and token efficiency. Use when managing costs or hitting context limits. Trigger with phrases like 'openrouter context', 'openrouter tokens', 'reduce tokens', 'context window'.

context-window

4.0

Rating

0

Installs

AI & LLM

Category

Quick Review

The skill addresses context optimization for OpenRouter, a relevant task for token management. However, it lacks concrete implementation details. The description mentions techniques like 'truncation, summarization, and token optimization' but provides no actual methods, algorithms, or code. The structure is clean with references to external files (errors.md, examples.md), but the core SKILL.md contains only generic placeholders about 'code examples and patterns' without delivering any. For a CLI agent to effectively use this skill, it would need specific guidance on: how to analyze token usage, which truncation strategies to apply, summarization approaches, or optimization algorithms. The novelty is moderate - context optimization is useful but the skill as presented doesn't demonstrate unique approaches beyond what a CLI agent could derive from OpenRouter documentation. The skill would benefit significantly from concrete implementations, token counting utilities, or context compression algorithms.

LLM Signals

Description coverage4
Task knowledge2
Structure4
Novelty3

GitHub Signals

1,046
135
8
0
Last commit 0 days ago

Publisher

jeremylongshore

jeremylongshore

Skill Author

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Publisher

jeremylongshore avatar
jeremylongshore

Skill Author

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