Agents61
Methodology

How the desk is built

Personas from books and letters. Isolated briefs, then clerk assembly. Never a 61-way group chat.

How Personas Are Built

Where personas come from: verifiable, not invented

Each legend agent is not “AI cosplay” in a chat room. We extract public, checkable methodology in priority order — only rules that can be verified, never gossip personas.

Priority 01

Their books

Hard rules: margin of safety, CANSLIM, Kelly criterion, inversion.

Graham’s Security Analysis · O’Neil’s How to Make Money in Stocks · Thorp’s Beat the Dealer

Priority 02

Shareholder letters

The language of real decisions — not hindsight.

Buffett’s annual letters · Marks’s Oaktree memos · Greenlight letters

Priority 03

Interviews & talks

Spoken style, catchphrases, and what they refuse.

Dalio on Principles · Lynch interviews · ARK public research

Priority 04

Wikipedia extract

Biography and verifiable quotes as a seed only — never the main argument.

Each master has an archived extract; books and letters take priority

What we never use

Second-hand social media takes, tip groups, unverified quote graphics, and personality sketches from gossip biographies. Those become hallucinated personas. They do not go into the model.

What you can check

Each legend page lists methodology, key works, and quote sources. Simulated personas, unaffiliated with the people — but the rules come from public books and letters, not random role-play.

Browse all 61 legends
How a name is researched

Independent first. Assembled second.

A 61-person roundtable contaminates judgment and burns tokens. Isolated seats plus one synthesis are cheaper and more honest.

01
Step 1

Isolated briefs

Each unlocked legend sees the ticker, filings, and their own rules — not anyone else’s draft. No group chat. No anchoring.

02
Step 2

Clerk assembly

A separate pass stacks agreements, splits, and residual risks. It does not average the room into a fake consensus.

03
Step 3

Then, only then, debate

Red-team interrogation runs after independent work exists to attack. Observer skips this layer; paid desks unlock it with their seats.

CLERK
SPLIT
Never averages
SPCX
LISTED
Nasdaq · Jun 2026
AAPL
DESK
Quality / buybacks
NVDA
SPLIT
Theme vs. cycle
QQQ
NDX
ETF wrapper
LEGENDS
61
16 headliners on
BTC
L1
Not a cash-flow
RED
LIVE
After isolation
Observer
3
3 isolated prompts + 1 assembly pass
Analyst
16
16 isolated prompts + 1 assembly pass
Committee
61
61 isolated prompts + 1 assembly pass (no 61² debate)

Locked seats are not silently filled in. Upgrade adds isolated prompts — not a louder group chat.