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Tree Of Thoughts

作者 tobisamaa · GitHub ↗ · v2.0.0
darwinlinuxwin32 ⚠ suspicious
552
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0
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3
当前安装
1
版本数
在 OpenClaw 中安装
/install tree-of-thoughts
功能描述
Multi-path reasoning for complex problems. Explore multiple solution branches → Evaluate each → Select optimal path. Use for: difficult decisions, creative p...
安全使用建议
This package appears to be mostly documentation: the README (SKILL.md) describes a working Tree-of-Thoughts tool, but the runtime code is just a wrapper that tries to load a missing implementation and PLANNED.md says the feature is not implemented. It is unlikely to perform the advertised functions as shipped. If you need this capability, ask the publisher for the missing implementation (tree_of_thoughts.py) or a working release; avoid relying on this skill in production until the implementation is present and you can review it. If you still want to try it, run it in a sandboxed environment and watch logs for the wrapper's import error. Additional information that would change this assessment: inclusion of the full implementation file, or a clear reason why the wrapper should load an external module (and verification of that module's contents).
功能分析
Type: OpenClaw Skill Name: tree-of-thoughts Version: 2.0.0 The skill is explicitly marked as 'PLANNED - Not yet implemented' in PLANNED.md. However, unified_wrapper.py attempts to dynamically load a non-existent 'tree_of_thoughts.py' and passes unsanitized user input ('goal') directly to its methods (do, execute, run). This design pattern creates a significant vulnerability for command injection or remote code execution if the 'tree_of_thoughts.py' file were present and processed the 'goal' argument in an unsafe manner (e.g., via os.system or subprocess.run with shell=True). While currently inert due to the missing implementation, the wrapper's design exhibits a high-risk vulnerability pattern.
能力评估
Purpose & Capability
The SKILL.md describes a full ToT implementation (parallel execution, caching, CLI flags) but the code manifest lacks that implementation. unified_wrapper.py attempts to import tree_of_thoughts.py which is not present; PLANNED.md explicitly states the skill is 'PLANNED - Not yet implemented'. The claimed capabilities do not match what is actually included.
Instruction Scope
The runtime instructions are self-contained prose and example snippets (async generation, caching) and do not request secrets or system paths. However, they describe CLI flags and runtime behaviors that there is no packaged code to perform — the instruction scope promises functionality that isn't implemented.
Install Mechanism
No install spec is provided (instruction-only). That minimizes install-time risk because nothing is downloaded or written to disk beyond the included files.
Credentials
The skill declares no required environment variables, no credentials, and no config paths. The SKILL.md examples do not instruct reading secrets or unrelated system state.
Persistence & Privilege
Flags are default (always: false, user-invocable true). The skill does not request permanent presence or elevated privileges and does not modify other skills or global configuration in the provided files.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install tree-of-thoughts
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /tree-of-thoughts 触发
  4. 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
**Tree of Thoughts 2.0.0 – Parallel reasoning & caching for major speedups** - Added parallel execution of tree branches, enabling 3–5x faster problem-solving. - Introduced intelligent caching using semantic similarity for 50–200x speedups on similar or repeated problems. - New CLI flags for controlling parallelism, caching, branch count, and depth. - Enhanced documentation with templates for decision and creative problems, evaluation criteria, and search strategies. - Recommended for complex, ambiguous, or creative problem-solving—skip for simple or routine tasks.
元数据
Slug tree-of-thoughts
版本 2.0.0
许可证
累计安装 3
当前安装数 3
历史版本数 1
常见问题

Tree Of Thoughts 是什么?

Multi-path reasoning for complex problems. Explore multiple solution branches → Evaluate each → Select optimal path. Use for: difficult decisions, creative p... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 552 次。

如何安装 Tree Of Thoughts?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install tree-of-thoughts」即可一键安装,无需额外配置。

Tree Of Thoughts 是免费的吗?

是的,Tree Of Thoughts 完全免费(开源免费),可自由下载、安装和使用。

Tree Of Thoughts 支持哪些平台?

Tree Of Thoughts 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 Tree Of Thoughts?

由 tobisamaa(@tobisamaa)开发并维护,当前版本 v2.0.0。

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