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Multi-Angle-Thinking
by
hasanen groof
· GitHub ↗
· v1.0.1
· MIT-0
197
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0
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0
Active Installs
2
Versions
Install in OpenClaw
/install thinking-engine
Description
A deep thinking engine that first gathers real global data via web search, then analyzes through 11 lenses (philosophical, ethical, practical, historical, ps...
Usage Guidance
This skill appears internally coherent and matches its description. Before installing: (1) If you enable the OpenClaw hook, know it will scan incoming prompts for trigger phrases and inject a reminder — this can cause the agent to pursue deep analysis when prompts contain those keywords, so review/disable the hook if you want stricter manual control. (2) The skill uses web_search/web_fetch — ensure your platform's search/fetch tools respect paywalls and privacy (the skill explicitly says not to fetch private/paywalled data). (3) Be cautious when simulating real named people: the SKILL.md requires labeling such simulations as fictional inference, but you should avoid asking it to fabricate private-person behavior. (4) No credentials or downloads are requested by the skill; treat it like an instruction-only tool with optional local hooks and test it with non-sensitive topics first.
Capability Analysis
Type: OpenClaw Skill
Name: thinking-engine
Version: 1.0.1
The 'thinking-engine' skill bundle is a sophisticated prompt-engineering framework designed for deep analytical simulation. It uses standard OpenClaw extension points, including a JavaScript hook (handler.js) and a shell script (activator.sh), to inject methodological instructions into the agent's context when triggered by specific keywords. The code and markdown instructions are transparent, align strictly with the stated purpose of multi-angle analysis, and include explicit guardrails to limit web searches and protect privacy.
Capability Assessment
Purpose & Capability
The name/description (multi-angle analysis + simulation) match the SKILL.md, README, and reference guides. Required resources are minimal (no env vars, no external binaries) and the instructions explicitly call for web_search/web_fetch which is coherent with the declared purpose.
Instruction Scope
SKILL.md prescribes a bounded pipeline (max 6 web searches, avoid paywalled/private data, label real-person simulations). That scope aligns with the stated purpose. One point to watch: the included hook (hooks/openclaw/handler.js) automatically scans prompts for trigger phrases and injects a reminder; while the SKILL.md says 'Only invoke on explicit user request,' the hook's trigger is keyword-based and may cause reminders (and thus prompt the agent toward invocation) on any prompt containing those words, causing potential false-positive activation. The skill text does not instruct collecting sensitive private data.
Install Mechanism
There is no remote download/install spec; the skill is instruction-first. The only code files are a small hook handler and an activator script; both are short, readable, and do not fetch external code or create network endpoints. No extract-from-URL or third-party installer is used.
Credentials
The skill requests no environment variables, no credentials, and no config paths. Its runtime behavior (web_search/web_fetch) relies on platform-provided web tools; nothing in the package asks for unrelated secrets or system access.
Persistence & Privilege
always:false and no privileged flags are set. However, the package includes optional hooks (handler.js and activator.sh) that, if installed/enabled by the user, will add prompt-monitoring behavior to the agent (injecting reminders on matches). This is a limited, intentional presence and not an 'always' forced installation, but users should be aware enabling hooks changes the agent's prompt-processing behavior.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install thinking-engine - After installation, invoke the skill by name or use
/thinking-engine - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.1
**thinking-engine 1.0.1 — first minor update introducing guardrails, structure, and new docs**
- Added detailed usage guide, simulation guide, lens reference, practical examples, and usage hooks.
- Introduced explicit guardrails: web search/query limits, user consent requirements, privacy and sensitivity rules.
- Now only triggers pipeline on explicit user request (no self-invocation on simple queries).
- Clarified simulation boundaries for real individuals; added stronger privacy and safety statements.
- Included new supporting files: README, usage examples, activation scripts, and documentation for extensions.
v1.0.0
thinking-engine 1.0.0 — Initial Release
- Introduces a three-layer deep thinking engine: intelligence gathering, multi-lens analysis, and realistic simulation.
- Analyzes complex questions using 11 analytical lenses, from philosophical to counterfactual angles.
- Always grounds analysis in real-world data sourced via web search; sources are shown.
- Builds realistic narrative simulations with data-driven characters and surprising outcomes.
- Response structure adapts language and detail based on the input and cultural context.
- Designed to surface hidden biases, challenge assumptions, and offer actionable insights for both Arabic and English users.
Metadata
Frequently Asked Questions
What is Multi-Angle-Thinking?
A deep thinking engine that first gathers real global data via web search, then analyzes through 11 lenses (philosophical, ethical, practical, historical, ps... It is an AI Agent Skill for Claude Code / OpenClaw, with 197 downloads so far.
How do I install Multi-Angle-Thinking?
Run "/install thinking-engine" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Multi-Angle-Thinking free?
Yes, Multi-Angle-Thinking is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Multi-Angle-Thinking support?
Multi-Angle-Thinking is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Multi-Angle-Thinking?
It is built and maintained by hasanen groof (@h7g7); the current version is v1.0.1.
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