{"repo":"xirui-li/ClawEnvKit","free":true,"listed":false,"github":"https://github.com/xirui-li/ClawEnvKit","clone":"git clone https://github.com/xirui-li/ClawEnvKit.git","description":"Open-source Environment toolkit of claw-like agents, support task/harness generation and evaluation","language":"Python","stars":59,"topics":["claude","evaluation","gemini","harness","harness-engineering","harness-framework","llm","openai","openclaw","pytorch"],"license":"MIT","category":"ai-agents","readme_excerpt":"ClawEnvKit Open-source environment generation toolkit for claw-like agents Task generation + evaluation, all in one. Auto-generate training environments. Evaluate with reliable verification. Supports 10 evaluation harnesses across 3 tiers: native plugin (OpenClaw), MCP (Claude Code, NanoClaw, IronClaw, PicoClaw, ZeroClaw), SKILL.md+shell (CoPaw, NemoClaw, Hermes) + Agent Loop.       ClawEnvKit is an open-source environment generation toolkit for claw-like agents (OpenClaw, NanoClaw, etc.). It supports both task generation (auto-generate training environments from natural language) and evaluation (reliable verification with 20 mock API services, audit logging, and 0.0-1.0 continuous scoring). MIT licensed. --- Why ClawEnvKit exists Every agent benchmark was built by humans writing tasks one by one — 84 tasks (SkillsBench), 153 tasks (Claw-Eval), each taking 2+ hours to create with custom verification code. That doesn't scale. ClawEnvKit solves this: - No hand-written tests — LLM generates YAML configs, a fixed engine handles verification - No custom grader code — 15 structured check types (14 rule-based + LLM judge) + 2 safety checks, reusable across all tasks - No fragile pytest — audit-log based verification (what the agent did , not what it said ) - No binary pass/fail — 0.0-1.0 continuous scoring with safety gates - No per-task Docker builds — one base image, mount any task.yaml via volume --- Requirements - Python 3.10+ - Docker / Colima (for harness evalua","default_branch":null,"files":null,"tree":[],"storefront":"/r/xirui-li","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/xirui-li/ClawEnvKit/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}