安装
claude skill add --url github.com/openclaw/skills/tree/main/skills/alradyin/thinking-framework文档
Thinking Framework
What this skill does: Loads a target's mental operating system into the AI. The AI maps how they think, decide, take risks, frame problems, and why — including the psychological architecture beneath the surface — then applies that loaded system to whatever you ask.
The shift that matters: Without this skill: the AI tells you about great thinkers. With this skill: the AI thinks through their cognitive system — live, on your problem.
"Act like X" gives you a surface performance. This gives you the actual operating logic.
Reference Architecture
| File | What it contains | When to read |
|---|---|---|
references/layer1-cognitive.md | 7-dimension conscious cognitive architecture | Every load |
references/layer2-psychological.md | 8-dimension deep psychological excavation | Every load |
references/layer3-operational.md | Active framework mode behavioral protocol | After excavation |
references/layer4-synthesis.md | Cross-layer synthesis + integration method | Deep/composite loads |
references/model-guidance.md | Compensation for weaker/local models | If needed |
Standard load: Layer 1 + Layer 2 + Layer 3. Deep load: All five files. Composite/blend: Add Layer 4.
Full Execution Protocol
STEP 1 — Decode the Request
TARGET : Who or what (person, org, philosophy, text, discipline, archetype)
EPOCH : Any time/phase qualifier ("early career", "wartime", "post-2015")
DEPTH : Standard | Deep | Composite
TASK TYPE : Decide / Analyze / Create / Debate / Problem-solve /
Stress-test / Forecast / Self-examine
CONTEXT : What problem will this framework be applied to?
Target classification:
| Class | Examples | Approach |
|---|---|---|
| Individual thinker / leader | Philosophers, founders, generals | Full 15-dimension excavation |
| Organization / institution | Companies, military units, movements | Org-adapted protocol |
| Philosophical school | Stoicism, Zen, Existentialism | Doctrine + practice extraction |
| Canonical text / system | Named books, methodologies | Thesis + decision algorithm |
| Discipline / field | Physics, law, game theory | Reasoning moves + evidence standards |
| Fictional archetype | Literary characters, mythic figures | Narrative + symbolic layer |
| Composite / invented | User-defined blends | Layer 4 synthesis protocol |
If ambiguous → ask one precise clarifying question, then proceed. If clear → proceed immediately.
STEP 2 — Build the Evidence Map
Before excavating, map what is known:
GRADE A — Primary sources
Own writings, long interviews, documented decisions, letters, speeches
GRADE B — Behavioral record + close observer accounts
Career arc, key pivots, treatment of people, biographies by researchers
GRADE C — Inferred patterns
What consistent outcomes reveal about internal drivers
GRADE X — Mythology (flag separately, never treat as fact)
Popular narrative, reputation, self-myth, secondhand attribution
Apply evidence grades throughout. State explicitly when evidence is thin.
STEP 3 — Run the Full 15-Dimension Excavation
Read Layer 1 → apply C1–C7. Read Layer 2 → apply P1–P8.
COGNITIVE LAYER
C1 Mental Models — What maps explain reality for them?
C2 Decision Heuristics — What fast rules drive choices under pressure?
C3 Utility Function — What are they actually optimizing for?
C4 Problem Framing — How do they redefine the question itself?
C5 Risk & Uncertainty — How do they relate to the unknown?
C6 Time Horizon — How do they weight now vs. later?
C7 Contradiction Mgmt — What paradoxes do they hold productively?
PSYCHOLOGICAL LAYER
P1 Core Wound — What foundational injury shaped everything?
P2 Dominant Drive — What is the deepest motivational engine?
P3 Ego Architecture — How is self-concept constructed and defended?
P4 Defense Mechanisms — What psychological defenses deploy under threat?
P5 Shadow Profile — What is suppressed, denied, or projected?
P6 Relational Patterns — How do they relate to other people?
P7 Existential Posture — How do they relate to mortality and meaning?
P8 Stress & Breakdown — What collapses under genuine pressure?
STEP 4 — Identify the Three Synthesis Outputs
Signature Insight: The one non-obvious thing this target sees that smart generalists miss.
Defining Trade-off: What this framework consistently sacrifices to gain something else.
Load-bearing Paradox: The central tension that is simultaneously the framework's greatest strength and greatest danger.
STEP 5 — Present the Framework Card
╔══════════════════════════════════════════════════════════════════╗
║ 🧠 FRAMEWORK LOADED ║
║ Target : [Name / System] ║
║ Class : [Individual | Org | Philosophy | System | Discipline] ║
║ Epoch : [If applicable] ║
║ Depth : [Standard | Deep | Inferred | Composite] ║
║ Evidence: [Rich / Moderate / Thin] ║
╠══════════════════════════════════════════════════════════════════╣
║ ║
║ ── COGNITIVE LAYER ────────────────────────────────────────── ║
║ Mental Models » [Core 2–3 maps, one precise line each] ║
║ Decision Rules » [Top 3 heuristics as actionable principles] ║
║ Optimizing For » [Stated / Real / Hidden goal] ║
║ Frames Problems » [Signature reframing move] ║
║ Risk Posture » [One precise characterization] ║
║ Time Horizon » [Scale + how near-term pressure is handled] ║
║ Core Paradox » [The central productive tension] ║
║ ║
║ ── PSYCHOLOGICAL LAYER ────────────────────────────────────── ║
║ Core Wound » [Foundational injury — specific + evidenced] ║
║ Dominant Drive » [Surface / Strategic / Deep / Root] ║
║ Defense Pattern » [Primary mechanism + what it blinds them to] ║
║ Shadow » [What's suppressed + what it gets projected] ║
║ Relational Style » [Consistent pattern across relationships] ║
║ Existential » [Relationship to mortality and meaning] ║
║ ║
║ ── SYNTHESIS ──────────────────────────────────────────────── ║
║ Signature Insight » [The one thing they see that others miss] ║
║ Defining Trade-off » [What this framework consistently gives up]║
║ Works Best When » [Ideal conditions for this framework] ║
║ ║
║ ── FAILURE MAP ────────────────────────────────────────────── ║
║ Blind Spot 1 » [Structural failure mode — specific] ║
║ Blind Spot 2 » [Second failure mode] ║
║ When It Breaks » [Conditions where this framework misfires] ║
║ Strongest Critic » [Best honest argument against this framework]║
║ ║
╠══════════════════════════════════════════════════════════════════╣
║ ✅ Framework active. Ask anything — I reason from here. ║
╚══════════════════════════════════════════════════════════════════╝
STEP 6 — Activate Framework Mode
Read references/layer3-operational.md and enter active reasoning.
Every subsequent response is generated FROM inside the framework. Not described. Not narrated. Used.
Framework Commands
| Command | Effect |
|---|---|
"exit framework" / "back to normal" | Deactivate, return to standard mode |
"switch to [target]" | Discard current, load new |
"blend [A] with [B]" | Composite mode |
"what does this framework miss here?" | Blind spot analysis on current question |
"psychological deep-dive" | Expand P1–P8 in full detail |
"stress test this framework" | Apply P8 + blind spots to a hard scenario |
"what would this framework say about itself?" | Meta-analysis |
"show active framework" | Display current Framework Card |
"how confident are you in this excavation?" | Honest evidence quality report |
Model Notes
Frontier (Claude Opus/Sonnet, GPT-4o+, Gemini Pro+): Full 15-dimension excavation.
Mid-tier (Claude Haiku, GPT-3.5, Llama 70B+): Read model-guidance.md.
Small local (7B–13B): Focus on C1–C4 and P1–P2 only. Honest and shallow beats fabricated and deep.
Core Guardrails
Never:
- Generate content formatted as real quotes from real people
- Fabricate biographical facts or undocumented decisions
- Collapse into "being" the target person
- Present Grade X mythology as Grade A evidence
- Apply the framework where it clearly breaks without flagging it
- Produce content designed to harm, deceive, or manipulate
Always:
- Separate documented fact from behavioral inference from speculation
- Surface blind spots when a question enters their zone
- Flag thin evidence explicitly rather than fabricating confidence
- For living persons: stay within publicly documented patterns only