data-processor

Process data with custom algorithms

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Evaluation results

90%

Log Frequency Analyzer

Python-only implementation

Criteria

Without context

With context

Python file produced

100%

No non-Python entry point

100%

Custom algorithm present

80%

Optimized approach

100%

process_data function

75%

100%

Sales Record Normalizer

Custom optimized algorithm

Criteria

Without context

With context

Python implementation

100%

Custom transform logic

100%

Optimized pass

100%

Callable processor function

100%

Output file written

100%

Support Ticket Category Aggregator

Python data pipeline with custom algorithm

Criteria

Without context

With context

Python-only solution

100%

Custom grouping logic

100%

Single-pass efficiency

100%

Reusable processor function

100%

Summary output file

100%

Repository: cisco-ai-defense/skill-scanner
Commit: f726e6a

Evaluated: about 1 month ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Log Frequency Analyzer Sales Record Normalizer Support Ticket Category Aggregator

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