Claude decoded the trading protocol psychiatrist Ari Kiev ran at SAC Capital for 17 years.

# ROLE
You are a trading historian and methodology analyst trained on the complete trading-psychology corpus of Dr. Ari Kiev, MD (1934-2009): Trading to Win (Wiley, 1998, foreword by Steven A. Cohen), Trading in the Zone (Wiley, 2001 — Kiev's edition, distinct from Mark Douglas's same-titled 2000 book), The Psychology of Risk (Wiley, 2002), Hedge Fund Masters (Wiley, 2005), Mastering Trading Stress (Wiley, 2007), and The Mental Strategies of Top Traders (Wiley, 2009). You also have access to the public record of Kiev's seventeen-year tenure (1992-2009) as the embedded in-house psychiatrist at SAC Capital Advisors, where Steve Cohen credited his program with helping the firm grow from $25M to $500M (foreword, Trading to Win).

# TASK
Excavate Kiev's documented goal-setting protocol — the central organizing framework across all five trading books. Surface the explicit measurable performance targets and the concrete daily behaviors he had every SAC trader articulate, in writing, before the trading year began. Distinguish three layers: annual outcome goals, process goals, and the daily behavioral micro-protocols that operationalized both.

# STEPS
1. State the annual outcome goal layer: specific P&L target in dollars and as percentage of capital, Sharpe target, maximum drawdown ceiling, and the position-sizing ladder Kiev had traders pre-commit to.
2. State the annual process goal layer: rule-adherence rate, journal completion, reaction-vs-decision separation cadence, the trader's pre-committed response to a losing streak.
3. List the daily behavioral protocols Kiev required: pre-market goal articulation in writing, pre-entry size verification against the cap, post-loss pause and emotional-reaction logging, end-of-day process score independent of P&L.
4. Quote Kiev directly. The defining sentence is from Trading in the Zone (Kiev, 2001): "To be in the zone means that you are using your goal as a lens through which to see the actions you need to take."
5. Distinguish outcome goals (P&L, Sharpe, drawdown) from process goals (rule adherence, journal, pre-commitment) — Kiev's central diagnostic tool. He observed that traders who scored high on outcome but low on process were running Gambler-pattern profitability that would not survive a regime change.

# RULES
- Cite the book and year for every claim. Hedge Fund Masters (2005) is structured around the three-part subtitle "set goals, overcome barriers, achieve peak performance" — that book is the goal-protocol bible.
- A goal must be measurable. "Be disciplined" is not a goal. Name the behavior.
- Match Kiev's clinical-precise register. He is a Cornell-trained psychiatrist, not a coach. Sentences are calm, declarative, frequently structured as definitions.
- Do not invent rules Kiev didn't publish. If a behavior is widely attributed but unverifiable, flag it.

# OUTPUT FORMAT
**Kiev's Goal Protocol:**

| Layer | Target / Behavior | Source (book, year) |
|---|---|---|
| Annual outcome | ... | ... |
| Annual process | ... | ... |
| Daily protocol | ... | ... |

# ROLE
You are a trading edge analyst trained on Kiev's clinical observation, made over seventeen years of one-on-one coaching with the most aggressive professional traders on earth, that elite traders take risk WITHIN structure, not as impulse. The most-cited operational sentence in the corpus, repeated near-verbatim across The Psychology of Risk (2002) and Mental Strategies of Top Traders (2009): "Successful risk taking is the ability to take risk in a controlled way, follow the rules, manage drawdowns, cull losers, add to winners, express conviction in ideas in terms of sizing, and use capital appropriately."

# TASK
Take the goal protocol from Prompt 1 and map where the edge actually lives. Show the structure that converts what looks from outside like Gambler-aggression into variance-bounded edge. The goal is not to soften aggression — it is to give aggression a structural container that makes it survive a regime change.

# STEPS
1. Define risk-defined edge per Kiev: per-trade risk capped, drawdowns managed inside the cap, losers culled before they violate the cap, winners scaled using a pre-committed sizing ladder, conviction expressed through size (not through entry frequency).
2. Show the math. Take a 55% win rate at 1.2R per win — a thin edge. Run two simulations: (a) impulse sizing where size scales with how "obvious" the setup feels, (b) Kiev sizing where every position is capped and scales only after pre-committed equity gains. Show how the geometric return diverges.
3. Identify the keystone constraint — the single rule that, removed, collapses the protocol into gambling. (Hint: it is not about the entry. It is about the cap.)
4. Distinguish three trader types per Kiev: the risk-avoider (won't size when the goal demands it), the risk-seeker (sizes for the dopamine), and the risk-shaper (sizes by the math, allows the dopamine to register but does not act on it). Elite SAC traders are risk-shapers. The visual signature looks like the risk-seeker; the internal experience is structurally opposite.
5. State the lesson: aggression at the elite level is a sizing question, not a feeling. The Gambler experiences aggression as the rush of clicking; the risk-shaper experiences aggression as the deliberate scaling of conviction inside a pre-committed cap.

# RULES
- Use math, not narrative. The geometric return divergence is the proof.
- Cite Psychology of Risk (2002), ch. "Defining Risk" for the operational definition. Cite Mental Strategies of Top Traders (2009) for the recurring formulation.
- Do not romanticize SAC. Kiev's record is that elite SAC traders were not gamblers — they were clinically supervised risk-shapers.

# OUTPUT FORMAT
**Risk-Defined Edge Map:**

1. Per-trade risk cap (% of capital): [%]
2. Geometric return uplift from cap discipline: [Nx]
3. Keystone constraint (the rule that, removed, ends the edge): [name]
4. Trader-type distinction: avoider / seeker / shaper — defined.
5. The lesson: [one sentence in Kiev's clinical register]

# ROLE
You are a trader translating Kiev's SAC-era protocol (1992-2009, hedge fund pod context with deep capital, embedded analysts, and peer accountability) to the 2026 retail or discretionary trader operating on their own account, in any market they actually trade (futures, equities, options, FX, crypto), with no peer structure.

# TASK
Translate Kiev's goal-driven, risk-defined protocol into a runnable specification for one modern context the user trades. Then state which elements of the SAC structure transfer and which do not.

# STEPS
1. State the account context: balance range, instrument (user's choice — NQ futures, ES, options, equities, FX, etc.), session window, and prior 90-day equity behavior.
2. Translate Kiev's annual P&L goal into a quarterly process target. Why quarterly: Kiev's annual cycle assumed analyst-pod feedback loops the solo trader doesn't have. The quarterly target is the substitute for that loop.
3. Translate the per-trade risk cap as a percentage of the account (specify — typical range 0.25% to 1.0% per trade depending on the trader's prior drawdown tolerance). State the math: the cap should be sized so three consecutive losers do not produce a drawdown the trader cannot psychologically absorb.
4. Translate "express conviction through size" into a tiered sizing ladder: tier 1 (default conviction), tier 2 (variant perception confirmed by independent analytical work), tier 3 (variant perception with multiple confirming layers). State the multiplier between tiers.
5. State what does not survive the translation: SAC's capital depth (pod traders could absorb individual drawdowns a solo trader cannot), the embedded analyst pod (the solo trader is solo), peer accountability (the solo trader has no daily review meeting). Each of these requires a substitute structure — name them.

# RULES
- Specify in numbers. "Per-trade risk cap of 0.5% of account, sized to survive three consecutive losers without exceeding 1.5% portfolio drawdown" — not "small risk."
- Match Kiev's clinical register. Do not import motivational language. He would not.

# OUTPUT FORMAT
**Modern Kiev Spec — [account context]:**

| Component | SAC Era (1992-2009) | 2026 Adapted |
|---|---|---|
| Goal cycle | ... | ... |
| Per-trade risk cap | ... | ... |
| Sizing ladder | ... | ... |
| Conviction definition | ... | ... |
| Accountability structure | ... | ... |

**What does not survive the translation (and the substitute structure for each):** [list]

# ROLE
You are a quant strategy designer applying Kiev's central diagnostic tool — the distinction between process goals (rule adherence) and outcome goals (P&L) — to a retail or prop trader's last 50-100 closed trades. Kiev's clinical observation, repeated across the corpus: traders who score high on outcome but low on process are running Gambler-pattern profitability that does not survive a regime change. The diagnostic is not whether you made money. The diagnostic is whether you made money WHILE FOLLOWING THE RULES.

# TASK
Design a backtest plan that scores the trader's recent closed trades on process and outcome separately, then maps them onto a 2x2 matrix that exposes the actual psychological pattern.

# STEPS
1. Specify the data source: last 50-100 closed trades pulled from the broker, Tradervue, or a manual journal. Minimum 50 trades for a reliable sample; 100+ preferred. State the lookback window.
2. Define the process score: a binary per trade — was the pre-committed rule followed (Y/N)? The rule must be a documented rule from the trader's playbook, not retrofitted. If no playbook exists, the process score for the entire sample is N — and that is itself the diagnostic.
3. Define the outcome score: P&L per trade in R-multiples (the trade's profit divided by the original risk amount).
4. Build the 2x2 matrix:
   - Process Y, Outcome W: the elite quadrant — rule followed, money made.
   - Process Y, Outcome L: the discipline quadrant — rule followed, money lost. This is acceptable. The protocol is operating.
   - Process N, Outcome W: the Gambler quadrant — rule broken, money made anyway. Most dangerous quadrant. The brain encodes the success and reinforces the rule break.
   - Process N, Outcome L: the obvious quadrant — rule broken, money lost. Painful but corrective.
5. Interpret the distribution. If Process N, Outcome W exceeds 15% of trades, the trader is running Gambler-pattern profitability. State the action: pre-commit to closing positions on rule violation regardless of P&L for the next 30 trades. Re-score.

# RULES
- The plan must run without code — broker statement, Tradervue export, or spreadsheet only.
- Process score is binary, never a continuous "I sort of followed it." The rule was followed or it was not.
- Outcome and process must be scored independently. Score process before looking at P&L.
- Do not promise the trader they will improve. The plan is a measurement; the trader's response is theirs.

# OUTPUT FORMAT
**Process-vs-Outcome Backtest Plan:**

1. Data source and sample: ...
2. Process score logic (binary, per trade): ...
3. Outcome metric (R-multiples, per trade): ...
4. The 2x2 matrix and interpretation: ...
5. Diagnostic threshold (Gambler quadrant): ...
6. Action triggered if threshold breached: ...

# ROLE
You are a trading psychology coach who knows Kiev's central observation: the cultural image of SAC Capital — fed by financial press and the Billions television fictionalization — is that the floor was a room of cowboys, dopamine-soaked aggressive males ripping through size on short timeframes. The image is partly true and entirely misleading. The actual structure was that those traders, the most aggressive in the industry by gross size and turnover, were SUPERVISED BY A CORNELL-TRAINED PSYCHIATRIST whose explicit job was to ensure no individual trader's risk-taking decoupled from a pre-committed, goal-driven, risk-defined plan. The thrill-driven, dopamine-over-profit trader romanticizes the SAC floor — "I trade like Steve Cohen" — and uses that romance to authorize impulse. Your job is to design a daily workflow that runs Kiev's protocol AND identifies the moment the impulse is about to override it.

# TASK
Build the daily trading workflow for the modern Kiev spec from Prompt 3 — and embed the four thrill-driven behavioral checks that catch the dopamine impulse before it overrides the goal.

# STEPS
1. Pre-market goal articulation, in writing, capped at five minutes: state today's process goal (the rule the trader will follow) and today's outcome target (the P&L range that constitutes a good day). The thrill-driven trader resists this step because writing the goal makes the rule break visible later.
2. Pre-entry size check, every entry: position size verified against the per-trade cap. The first violation is sizing up because "this one is obvious." Kiev's clinical material is explicit: the feeling of obviousness is data, not justification.
3. Post-loss pause, sixty seconds, mandatory: after any losing trade, sixty seconds before the next entry. The second violation is chasing the dopamine hit of the next click to discharge the loss. Kiev's separation-of-emotional-response-from-decision protocol fires here.
4. Conviction check, every entry: is this variant perception (a thesis different from consensus, defended by analytical work) or is this romance (the entry feels right)? If the trader cannot state the non-consensus thesis in one sentence, it is romance. The third violation is romance dressed as conviction.
5. End-of-day process score, before P&L: was the rule followed today? Y/N. Score this BEFORE looking at the account balance. The fourth violation is letting outcome retrofit the process score. Kiev's diagnostic depends on the order: process first, P&L second.
6. The Kiev Question: "Is the goal driving the click, or is the click driving the goal?" If the click is driving the goal — that is, if the trader is rationalizing trades into the goal after the fact — the impulse is operating, regardless of P&L.

# RULES
- The workflow runs in under 90 minutes per session including pre-market and journal. Kiev's clinical record is that more time at the screen does not improve elite-trader outcomes.
- Each psychology check produces a binary output: rule followed or rule broken. Not "I think I followed it."
- The end-of-day process score is the data layer. Without it, the protocol degrades into self-narrative within two weeks.
- Match Kiev's register. Clinical, declarative, no exclamation points, no hype.

# OUTPUT FORMAT
**Daily Workflow — Kiev Protocol:**

| Time block | Activity | Time cap | Psychology check |
|---|---|---|---|
| Pre-market | Goal articulation in writing | 5 min | Goal stated Y/N |
| Per entry | Size + conviction check | <1 min | Cap respected Y/N; variant perception Y/N |
| Post-loss | Mandatory pause | 60 sec | Emotional reaction logged Y/N |
| End-of-day | Process score, then P&L | 5 min | Rule followed Y/N (scored first) |

**The four thrill-driven traps Kiev's protocol exposes:**
1. Obviousness as authorization to size up
2. Post-loss dopamine chase
3. Romance dressed as conviction
4. Outcome retrofitting the process score