UniSkill V4

极简AI Agent框架 - 3%解决方案。从8771行精简到1000行，保留苏格拉底探明+多模型辩论核心方法论。

What to check before installing - Source/trust: the skill's origin/homepage is unknown; prefer installing from a verified GitHub/PyPI source and confirm repository contents match. - Automatic triggering: the gateway auto-triggers on many keywords (CNC, decision words). If you don't want automatic runs, disable autonomous invocation or review agent trigger rules. - Future network/model calls: model-calling code is currently stubbed/heuristic with TODOs mentioning sessions_spawn and cloud/local models. If later versions add remote model calls, they may require credentials — only allow that from trusted sources. - Runtime dependencies: orchestrator imports psutil at runtime but requirements.txt does not include it; running in your environment may raise ImportError. Install and test in a sandbox or virtualenv and run the included tests (pytest) before enabling in production. - Path insertion: INTEGRATION.md and the gateway manipulate sys.path and reference an OpenClaw workspace location — ensure this won't inadvertently cause module shadowing or import of unexpected code in your environment. - Review logs and metadata: provided logs and scripts (github-release.sh) include author emails and repo URLs; verify these links before trusting published packages. Recommended actions: run the package in an isolated environment, run the provided tests, inspect the code for any later commits that add external network calls or credential usage, and only enable automatic invocation if you understand and accept the trigger rules.

Type: OpenClaw Skill Name: uniskill-v4 Version: 4.1.0 The UniSkill V4 bundle is a minimalist AI agent framework designed for requirement anchoring (Socratic Engine) and decision-making (Multi-model debate), specifically optimized for CNC machining use cases. The code across core modules like `orchestrator_v4.py`, `socratic_engine_v4.py`, and `idea_debater_v4.py` is well-structured, focusing on keyword extraction, heuristic scoring, and memory management using `psutil`. No evidence of data exfiltration, malicious execution, or harmful prompt injection was found; the bundle functions entirely as described in its documentation.