evals

skillspec

Rust

77

SkillSpec makes agent skills followable, testable, and provable with Doctor risk reports, guided imports, structured contracts, and alignment proof.

waku-agent

Python

80

Waku Waku! Waku agent is your personal AI agent, on your own laptop, in code you can read in an afternoon — harness + loop + memory + eval

PerceptionBench

Python

78

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models

DeepSpec

Python

90

DeepSpec: a full-stack codebase for training and evaluating speculative decoding algorithms

llm-space

TypeScript

90

A desktop app to prototype agent ideas, inspect every harness step, replay failures, and evaluate performance, all in one place. Local-first, cloud-ready for managed agents.

agent-apprenticeship

Python

82

The living ecosystem where AI agents complete tasks through workflow loops, improve through iterative execution, are evaluated by mentor agents or humans in the loop, and turn completed work into reusable work experience and data to improve future agents.

agent-apprenticeship

Python

82

The living ecosystem where AI agents complete tasks through workflow loops, improve through iterative execution, are evaluated by mentor agents or humans in the loop, and turn completed work into reusable work experience and data to improve future agents.

forsy-trace-skill

Python

67

Open skill for capturing AI agent work as structured traces.

better-harness

JavaScript

90

Better Harness turns project and session evidence into loop-level insights, prioritized improvements, and verifiable next steps—inside the coding agent you already use.