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analyzing-system-throughput

4.6

by jeremylongshore

164Favorites
68Upvotes
0Downvotes

Analyze and optimize system throughput including request handling, data processing, and resource utilization. Use when identifying capacity limits or evaluating scaling strategies. Trigger with phrases like "analyze throughput", "optimize capacity", or "identify bottlenecks".

throughput

4.6

Rating

0

Installs

Backend Development

Category

Quick Review

The skill provides a well-structured overview of throughput analysis with clear sections and examples. However, it lacks concrete implementation details—no actual scripts, tools, or commands are provided to perform the analysis. The skill references a 'throughput-analyzer plugin' that doesn't appear to exist in the codebase, and the instructions are high-level without actionable steps. While the description is clear enough for invocation, the skill doesn't provide sufficient task knowledge (no actual code or tools) to complete throughput analysis autonomously. The novelty score is low because throughput analysis using standard monitoring tools (htop, sar, iostat, application metrics) is well within a CLI agent's capabilities without a dedicated skill. The skill would benefit from concrete bash commands, metric collection scripts, or analysis tools to justify its existence and provide real value beyond what a capable agent could already do.

LLM Signals

Description coverage6
Task knowledge4
Structure6
Novelty2

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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