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在 OpenClaw 中安装
/install unified-reasoning
功能描述
Unified Reasoning Engine with FoT optimization - Combines ToT, GoT, Self-Consistency, and Meta-Reasoning with parallel execution and caching for 2-5x speedup
安全使用建议
This package appears incomplete: the wrapper (unified_wrapper.py) and SKILL.md expect a core implementation file (unified_reasoning.py) and a PowerShell script (reasoning-engine.ps1) that are not included. Before installing or enabling this skill: 1) Ask the publisher for the missing files or a complete distribution and verify their contents. 2) Do not run the skill in production or give it high trust until you can inspect unified_reasoning.py and any .ps1 scripts for network calls, credential access, or filesystem reads. 3) If you must test, run it in an isolated sandbox and monitor outbound connections. 4) If the publisher states the implementation is fetched at runtime, insist on the exact source URL and verify that URL is a trusted release host (e.g., official repo release) before allowing the skill to fetch and execute code. If the missing files are provided and they match the described behavior (no unexpected credential access, no remote endpoints), the assessment may change to benign.
功能分析
Type: OpenClaw Skill
Name: unified-reasoning
Version: 2.0.0
The provided files (`_meta.json`, `SKILL.md`, `unified_wrapper.py`) show no evidence of malicious intent or suspicious behavior. The `SKILL.md` serves as documentation for a reasoning engine, containing descriptive text and usage examples in PowerShell, but no instructions for prompt injection against the agent or commands to execute outside the skill's stated purpose. The `unified_wrapper.py` is a standard Python wrapper that loads a local Python module (`unified_reasoning.py`) from the same directory, which is a common and benign practice for skill modularization. The core logic in `unified_reasoning.py` is not provided, but the wrapper itself does not exhibit any risky capabilities like arbitrary file access, network calls, or dynamic code execution from untrusted sources.
能力评估
Purpose & Capability
The skill claims a comprehensive Unified Reasoning Engine (many strategies, FoT optimization) but the bundle does not include the promised implementation (SKILL.md and unified_wrapper.py expect an implementation file such as unified_reasoning.py and a reasoning-engine.ps1). Nothing in the package justifies the advanced capabilities described — the presence of only a wrapper without the core implementation is incoherent.
Instruction Scope
SKILL.md instructs running PowerShell commands and dot-sourcing skills/unified-reasoning/reasoning-engine.ps1 and shows integration snippets for an AGI controller, yet the referenced .ps1 and the core Python implementation are not included. The instructions do not ask for unrelated credentials or environment reads, but they depend on external files that are missing, so runtime behavior is unclear.
Install Mechanism
There is no install spec and no remote download/install steps — lowest-risk surface. The only code present is a small wrapper (unified_wrapper.py) which uses importlib to load a local file; it does not attempt network installs or extract archives.
Credentials
The skill declares no required environment variables, no credentials, and no config paths. SKILL.md and the wrapper do not reference secrets or unrelated env vars. Requested metadata (agi_component/priority) is unusual but not a credential request.
Persistence & Privilege
always is false (normal) and the skill is user-invocable; disable-model-invocation is default false (autonomous invocation allowed) which is platform-normal. The SKILL.md labels the component as an AGI component and 'critical' priority — this is a metadata oddity but does not, by itself, grant extra privileges.
如何使用
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install unified-reasoning - 安装完成后,直接呼叫该 Skill 的名称或使用
/unified-reasoning触发 - 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v2.0.0
Unified Reasoning Engine v2.0 introduces major performance and capability enhancements:
- Added Framework of Thoughts (FoT) optimization for 2–5x faster reasoning via parallel execution and intelligent caching.
- Enhanced API with support for both auto and manual strategy selection, and new parameters for advanced configuration.
- Expanded meta-reasoning for automatic adaptation to problem type, with a transparent decision tree.
- Improved performance across all reasoning strategies, with detailed comparison metrics and return objects.
- Added YAML-based configuration and deeper integration for AGI controllers.
元数据
常见问题
Unified Reasoning 是什么?
Unified Reasoning Engine with FoT optimization - Combines ToT, GoT, Self-Consistency, and Meta-Reasoning with parallel execution and caching for 2-5x speedup. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 519 次。
如何安装 Unified Reasoning?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install unified-reasoning」即可一键安装,无需额外配置。
Unified Reasoning 是免费的吗?
是的,Unified Reasoning 完全免费(开源免费),可自由下载、安装和使用。
Unified Reasoning 支持哪些平台?
Unified Reasoning 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(darwin, linux, win32)。
谁开发了 Unified Reasoning?
由 tobisamaa(@tobisamaa)开发并维护,当前版本 v2.0.0。
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