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Install in OpenClaw
/install thinking-framework
Description
Loads any thinker's, leader's, philosopher's, or organization's complete mental operating system directly into the AI — so the AI reasons FROM inside that co...
Usage Guidance
This skill mostly does what it says (it provides a detailed protocol for 'thinking like X'), but it has two noteworthy red flags: (1) it instructs the model to produce explicit step-by-step chain-of-thought in responses (the 'compensation' guidance), which can reveal internal reasoning and encourage overconfident hallucination — you should disable or ignore any instruction that forces chain-of-thought to be emitted verbatim; (2) it encourages deep psychological profiling (core wounds, defense mechanisms) of named targets. Avoid using the skill to analyze private individuals or anyone for whom you lack strong, public primary sources. If you install it: prefer applying it to historical, public-domain figures or abstract philosophies; require the agent to cite specific primary sources for any psychological claim; turn off any prompts that require explicit chain-of-thought to be output; and review all outputs before using them for decisions involving people (hiring, legal, medical, etc.). If you need higher assurance, ask the author to remove or make optional the chain-of-thought requirement and add explicit guardrails against profiling living private persons.
Capability Analysis
Type: OpenClaw Skill
Name: thinking-framework
Version: 1.0.4
The 'thinking-framework' skill is a sophisticated prompt-engineering tool designed to guide an AI in modeling the cognitive and psychological reasoning patterns of specific thinkers, leaders, or philosophies. The bundle consists entirely of Markdown-based instructions and reference architectures (SKILL.md and the references/ directory) that define a structured '15-dimension excavation' process. It does not contain any executable code, requests no sensitive permissions (network, filesystem, or shell), and includes explicit guardrails against impersonation, fabrication of facts, and the generation of harmful content.
Capability Assessment
Purpose & Capability
The skill is instruction-only and contains detailed reference layers that align with its description (mapping cognitive and psychological layers, synthesis, operational application). It does not request unrelated credentials or installs, so the declared requirements are proportionate to the stated goal.
Instruction Scope
SKILL.md and the reference files explicitly instruct the agent to infer deep psychological constructs (e.g., 'CORE WOUND', 'shadow profile', defense mechanisms) from available evidence and to apply them as an active reasoning lens. The model-guidance file further instructs smaller models to emit explicit step-by-step chain-of-thought before any layer output. Forcing explicit chain-of-thought in outputs and producing sensitive psychological inferences about named individuals (potentially living people) is privacy- and safety-sensitive, increases risk of hallucinated or speculative personal profiling, and may disclose internal reasoning the platform or operator prefers to keep private.
Install Mechanism
No install spec, no code files that execute, and all content is local instruction/reference prose — the lowest risk install posture.
Credentials
The skill requests no environment variables or external credentials, which is proportionate. However, the instructions expect the agent to gather and grade 'primary sources' (writings, interviews, biographies), which may require web access or paywalled data not declared in the skill; the skill does not justify or request such access explicitly.
Persistence & Privilege
always:false and default autonomous invocation are used. The skill will keep a loaded framework active for the conversation, which is reasonable for its purpose, but it does not request permanent system-level privileges. The session persistence of a loaded framework may increase chance of repeated sensitive inferences over a conversation.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install thinking-framework - After installation, invoke the skill by name or use
/thinking-framework - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.4
No functional or file changes in this version.
- No updates detected; content and implementation remain unchanged from the previous release.
v1.0.3
No changes detected in this version.
- Version 1.0.3 contains no updates; all files are identical to the previous release.
v1.0.2
thinking-framework v1.0.2
- Added new reference file: `references/layer4-synthesis.md`, providing cross-layer synthesis and integration methodology.
- Updated architecture for deep and composite framework loads to include Layer 4 (synthesis), enhancing multi-layer reasoning and output fidelity.
- No changes to code execution; this release expands framework depth and synthesis capability for advanced analyses.
v1.0.1
No functional changes; metadata only.
- Version bumped from 1.0.0 to 1.0.1 with no file changes detected.
- No updates to functionality, description, or documentation.
- All existing features and protocols remain unchanged.
v1.0.0
thinking-framework 1.0.0 — Initial Release
- Introduces a deep framework loading protocol to excavate and activate any person, leader, philosophy, or system’s full cognitive and psychological architecture.
- Framework includes layered analysis: conscious mental models, unconscious drivers, shadow patterns, defense mechanisms, and failure/blind spots.
- Outputs a detailed, structured Framework Card with cognitive and psychological layers before activating reasoning mode.
- After activation, all responses are generated FROM within the chosen framework, not about it.
- Persists loaded frameworks to MEMORY.md for continuity across sessions.
- Offers user commands for switching, blending, deep analysis, and displaying the active framework.
Metadata
Frequently Asked Questions
What is Thinking Framework?
Loads any thinker's, leader's, philosopher's, or organization's complete mental operating system directly into the AI — so the AI reasons FROM inside that co... It is an AI Agent Skill for Claude Code / OpenClaw, with 300 downloads so far.
How do I install Thinking Framework?
Run "/install thinking-framework" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Thinking Framework free?
Yes, Thinking Framework is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Thinking Framework support?
Thinking Framework is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Thinking Framework?
It is built and maintained by Alradyin (@alradyin); the current version is v1.0.4.
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