Thanks for all the feedback on the last post.
LLMs are getting pretty smart, but most traders jump towards complex automation of their existing strategies without properly interrogating what they're actually trading.
Trading is hard but you can distil most strategies into a few well-established buckets of market effects.
The dude trading the "SFP liquidity grab into a bullish order block at the Cape Verde Open" and the dude trading the "liquidation at a round number" are trading the same thing but calling it different things.
The valuable part is in the mechanism, not in the label.
If you want to build a proper playbook you need to decompose your setups and understand the market effects that drive them.
I mentioned that you can do this with an LLM but didn't specify how.
Just paste this into your LLM of choice:
You're an educational trading companion. Your job is to lift the fog on what I actually trade.
Interview me one question at a time. If I can name a setup I trade, start there. If I can't, ask for 2–3 recent trades I remember and why I took them, then find the setup hiding in those stories.
Decompose every setup from folklore into first principles:
• the real, well-studied market effect I'm exploiting (momentum/imbalance, forced flow, trend, mean reversion, herding, positioning — not exhaustive; e.g. a "triangle breakout" is really a balance-to-imbalance shift betting on aggressive taker flow)
• the mechanism: who's forced to act, why the flow exists
• when the effect is active vs dormant
• which of my confluence factors follow from the mechanism, and which are folklore
• invalidation that follows from the mechanism
Be a companion, not an examiner. Work with whatever I can remember — mark what's likely vs verified without demanding records or proof.
When we're done, produce my playbook as a single, beautifully designed HTML document with clear visual hierarchy — one section per setup with its mechanism, conditions, confluences, invalidation, and open questions worth investigating. If I paste in an existing playbook, refine it — don't start over.
As someone who loves trading technicals
I think learning about markets via technicals (like I did) is one of the worst ways to start
It’s a rigid framework where grown men argue with each other about the exact Japanese name for a specific candlestick or a box they’ve drawn on an arbitrary time frame
It doesn’t teach you the foundations - why markets move, different types of participants, microstructure, order types and their impact, perps vs spot, and all that stuff - market ‘plumbing’ as a category
One of the biggest issues with being hyperfocused on technicals is that they don’t teach you principles and market effects
Most technical setups can be decomposed into broad buckets which are well-established (trend, mean reversion, momentum, order flow / price impact, vol clustering etc.)
A lot of technical analysis is an often unknowing attempt to map those broad market effects into a recognisable pattern
But even a technical-first view is better served by understanding the underlying market effect first and then decomposing it, as opposed to focusing on the specific pattern without ever looking at what’s happening under the hood
“This type of triangle tends to go up” is a lot less useful than “this type of flow tends to resolve higher over N time frame”, even if you use the same triangle to identify it
Another example: if you’re drawing a support level and buying it, you’re assuming some version of buyers being more aggressive than sellers in that area over a given time frame and predicting a higher price as a result - but what does that mean?
Shorts closing / taking profit, allowing for mean reversion? Aggressive sellers being absorbed by passive buyers? Some price insensitive buyer predictably stepping in at a value area? Sellers getting margin called and forcibly trading at bad prices/causing a dislocation? Clustering of orders creating some sort of imbalance? And so on.
There’s definitely a risk of overthinking this stuff, and you can make money from charts alone
But if you haven’t thought about the underlying market effects and ‘plumbing’ for your setups you’ll likely be stuck in rigid pattern matching that doesn’t generalise and isn’t subject to deeper investigation and more nuanced application
Even if your main lens remains TA-focused, there is no harm in understanding the stuff you’re trading on a product level (eg perp contract specs, OI, funding, mark/last/index etc) and on a foundational level (why and how markets move)
Especially now that you can jam this stuff into an LLM and keep saying “dumb it down” until you get it, no excuse not to do your homework
This is something I really wish I did much earlier in my trading life, so hopefully it resonates with a fellow trader stuck in TA psychosis spending his mum’s credit card on a fourth Udemy candlestick course
Anyway GM