Original Insight
“If I say to it, look at what I said, but more importantly, imagine why I said it — it’s pretty darn good at figuring that out. So what I want to do is just codify that. Getting Opus to do on me — whenever I’m having just a normal conversation, doing things as naturally and organically and subconsciously as possible — it goes back and says, ‘Oh, you know, I noticed you did this — is this why?’ It’s like NLP: you watch the expert do their thing, and then you notice some things they’re not even conscious of.” — Lou
Expanded Synthesis
There’s a gap between what experts know they know and what they actually do. The first kind of knowledge is articulatable — it can be written down, taught, turned into a framework. The second kind is tacit: it lives in the choices you make without thinking, the phrasing you reach for without knowing why, the instincts you act on before you’ve consciously named them.
Traditional coaching and NLP work has always targeted this gap. An expert sniper doesn’t consciously think “grip pressure 40%, breath held at 70% exhale, trigger pull over 1.2 seconds.” They just shoot. But an NLP practitioner watching them will catalog precisely these things, then ask: is this why you did that? The expert confirms or corrects — and suddenly the tacit becomes explicit, teachable, transferable.
Lou’s discovery is that Claude Opus can do this for you in real time. Not by asking you to reflect on your expertise (the traditional approach), but by watching you work and noticing the patterns you’re not consciously attending to. You run a normal conversation — brainstorming, problem-solving, decision-making — and then you ask Claude not “what did I say?” but “what do you notice about why I said it?” and “what does that tell you about how I think?”
The result is a form of automated self-excavation. Your subconscious methodology gets surfaced not through effortful introspection but through the friction of being observed and questioned by a model that’s genuinely good at inference.
This has a specific practical application that Lou has been building toward: after the observational pass, you ask Claude to update a persistent profile — “great, let me update what I know about you” — so that the extracted judgment becomes part of how Claude approaches all future work with you. The tacit becomes explicit, and the explicit becomes operational.
Why this is different from “codify your judgment”: The “codify your judgment” insight (from this same session and prior sessions) is about deliberately sitting down and writing out your frameworks, rules, and decision criteria. That’s a conscious, top-down process. This insight is about the bottom-up version: you do the thing naturally, and then you ask Claude what it observed. Same destination — your judgment embedded in AI — but a fundamentally different path. The bottom-up path often surfaces the stuff you wouldn’t have thought to codify because you didn’t know it was there.
The pitfall: This only works if you actually do the organic work first. If you’re trying to perform naturalness for Claude’s benefit, you defeat the purpose. The magic is in the unguarded moments — the problems you’re solving for real, the thinking you’re doing for yourself, not for an audience.
Connection to EigenThinking: Lou mentioned eigenthinking and IP extraction as related frameworks. This insight is a specific technique within that broader territory: the observational pass as the primary extraction method, rather than retrospective reflection or structured elicitation.
Practical Application for PowerUp Clients
Exercise: The Observer Protocol
Run this once in the next two weeks. Pick a real problem you’re actually working on — not a demonstration problem, something live.
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Work naturally for 30 minutes in a Claude conversation. Think out loud. Follow your instincts. Don’t try to be systematic or impressive. Just work the problem as you normally would.
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At the end, don’t ask for a summary. Instead, ask: “What did you notice about how I approached this? What patterns showed up in my thinking that I might not be consciously aware of? What does this conversation tell you about my decision-making priorities and instincts?”
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Read the response slowly. Some of it will feel obvious. Some of it will feel surprising. The surprising parts are the gold — these are the tacit elements you’ve never articulated.
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For each surprising observation, do one of three things:
- Confirm it: “Yes, that’s right — here’s why I do that…”
- Correct it: “Actually, what I was doing there was…”
- Probe it: “That’s interesting — I didn’t know I was doing that. Can you show me where in the conversation you saw it?”
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Ask Claude to update your profile: “Given what you’ve observed today, update what you know about how I think. What would you want to remember about my reasoning style for future work?”
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Save the output as a living document. Run this protocol monthly. Watch the profile deepen.
Coaching Journal Prompt:
“What parts of my expertise do I deploy automatically, without thinking — the things I do that my clients can’t yet do, but that I’ve never consciously named? What would it mean if I could make those visible?”
Additional Resources
- Insight - EigenThinking — Turn Your Cognitive Fingerprint Into Intellectual Property — the broader framework this technique serves
- Insight - Ask AI to Reverse-Engineer Your Conversation to Recover Hidden Frameworks — complementary technique: asking AI to extract the framework from a completed conversation
- Insight - Codify Your Judgment Into Skills, Not Just Prompts — the companion top-down approach
- Whispering by Robert Cialdini / NLP literature on expert modeling — theoretical background for the expert-observation methodology
Evolution Across Sessions
This builds on Insight - EigenThinking — Turn Your Cognitive Fingerprint Into Intellectual Property from 2026-02-19, which established the goal of turning cognitive style into intellectual property. The new development is the mechanism: rather than a structured elicitation process, the observational pass lets the subconscious expertise surface naturally and lets AI do the noticing. It also builds on Insight - Ask AI to Reverse-Engineer Your Conversation to Recover Hidden Frameworks from 2026-02-19, which applied reverse-engineering after the fact. The new element here is the explicit framing of AI as an NLP practitioner — watching for the unconscious, not just summarizing the conscious.
Next Actions
- For me (Lou): run the Observer Protocol on one live coaching problem this week and share the output with the group as a demonstration
- For clients: do the Observer Protocol with a real work conversation — not a demonstration — and bring one “surprising observation” from Claude to the next session