keyword-based-llm-eval
CommunityQuantify LLM outputs with keyword scoring.
Authorshimo4228
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Evaluates LLM-generated structured outputs against expected results using keyword matching and F1 metrics, offering a fast, low-dependency alternative to semantic similarity approaches.
Core Features & Use Cases
- Lightweight keyword-based evaluation for structured outputs such as cards, summaries, and extractions.
- Per-case keyword configurations and scoring to compute recall, precision, and F1.
- Aggregated reports and comparisons to track prompt quality over time.
Quick Start
Provide a YAML dataset describing cases and expected keywords, then run the evaluator to obtain recall, precision, and F1.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: keyword-based-llm-eval Download link: https://github.com/shimo4228/claude-code-learned-skills/archive/main.zip#keyword-based-llm-eval Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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