A test runner for agentskills.io-style AI agent skills

An evaluation and evolution tool for Agent Skills.

Agent Skills Evaluation Framework

[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

Evaluate agent skill quality. Find the weakest link. Fix it. Prove it worked.

Use cultivar to test your Agent Skills, run them in sandboxes, and across different agents.

AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 2,115+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

Multi-tier framework for evaluating AI agent skills with quality gates, semantic overlap detection, synthetic evaluation dataset generation, and live agent evaluation that measures how skills affect agent behavior.

Help your agents create better skills

Tiny Rust port of Pi — a ~4 MB statically-linked coding agent CLI for old/low-resource Linux boxes. OpenAI + Anthropic providers, streaming tool calls (read/write/edit/bash), JSONL sessions, ratatui TUI, Agent Skills, Claude Code-style hooks, -p print mode.

Interactive terminals for AI agents, built for what you can't --yes away. SSH+MFA, GRUB/U-Boot, debconf installers, SOL/serial consoles, fsck, cryptsetup, pdb/gdb, apt, certbot, pwsh and even Vim in tmux-backed sessions. Agent-driven, human-assisted for secrets/MFA. Single-file Python. Agent Skill. CI with 700+ tests. BSD License.

TeamCity from your terminal – or your AI's. Builds, logs, agents, agent terminals, queues.

CLI that learns repository-specific Claude skills with evolutionary search.

A standalone CLI tool for n8n

Experiment task scheduling made easy.

Companion products for AI-assisted software work.

Crabbox: warm a box, sync the diff, run the suite.

SQL transactions learning tool (AI ready)

A framework-agnostic, git-native standard for defining AI agents

CLI tool for controlling Unity Editor via command line - Play Mode, console logs, tests, scenes, GameObjects and more

CLI tool for querying Apache Spark History Server REST API

Computer use CLI for AI agents

🔨 Kyoko is the all-in-one, fully local tool for debugging and improving your AI agents.

A Boris-style agentic orchestrator TUI that supervises headless Claude Code agents through a gated software-delivery pipeline — pointed at any repository.