← Back to Skills Marketplace
tobisamaa

Tree Of Thoughts

by tobisamaa · GitHub ↗ · v2.0.0
darwinlinuxwin32 ⚠ suspicious
552
Downloads
0
Stars
3
Active Installs
1
Versions
Install in OpenClaw
/install tree-of-thoughts
Description
Multi-path reasoning for complex problems. Explore multiple solution branches → Evaluate each → Select optimal path. Use for: difficult decisions, creative p...
Usage Guidance
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).
Capability Analysis
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.
Capability Assessment
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.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install tree-of-thoughts
  3. After installation, invoke the skill by name or use /tree-of-thoughts
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
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.
Metadata
Slug tree-of-thoughts
Version 2.0.0
License
All-time Installs 3
Active Installs 3
Total Versions 1
Frequently Asked Questions

What is Tree Of Thoughts?

Multi-path reasoning for complex problems. Explore multiple solution branches → Evaluate each → Select optimal path. Use for: difficult decisions, creative p... It is an AI Agent Skill for Claude Code / OpenClaw, with 552 downloads so far.

How do I install Tree Of Thoughts?

Run "/install tree-of-thoughts" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Tree Of Thoughts free?

Yes, Tree Of Thoughts is completely free (open-source). You can download, install and use it at no cost.

Which platforms does Tree Of Thoughts support?

Tree Of Thoughts is cross-platform and runs anywhere OpenClaw / Claude Code is available (darwin, linux, win32).

Who created Tree Of Thoughts?

It is built and maintained by tobisamaa (@tobisamaa); the current version is v2.0.0.

💬 Comments