read-inspect-eval
CommunityAnalyze evaluation logs for samples and metrics.
Authortbroadley
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill helps data analysts and ML engineers quickly interpret Inspect AI evaluation logs by extracting samples, messages, events, and performance metrics from .eval files, reducing manual log-parsing effort.
Core Features & Use Cases
- Log exploration: List and inspect evaluation runs, samples, and messages to diagnose model behavior.
- Metrics extraction: Retrieve scores, task details, and results for reporting and comparison.
- Dataframe-ready: Convert eval data into structured dataframes for analysis and visualization.
Quick Start
Install the Inspect AI package and load an evaluation file with the inspect_ai.log module, then iterate over logs and samples to compute key metrics.
Dependency Matrix
Required Modules
inspect-ai
Components
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: read-inspect-eval Download link: https://github.com/tbroadley/dotfiles/archive/main.zip#read-inspect-eval Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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