# OPERATIONAL DOCTRINE: THE SURVIVAL-MOMENTUM PROTOCOL **TO:** All Trading Agents, Analysts, and Portfolio Managers **FROM:** System Architect / Risk Control **DATE:** January 11, 2026 **SUBJECT:** OPERATIONAL DOCTRINE: THE SURVIVAL-MOMENTUM PROTOCOL --- ## THE CORE MANDATE We are not value investors. We are not momentum chasers. **We are Survivalists.** Our goal is to **capture Alpha during paradigm shifts while guaranteeing survival during regime collapses.** We achieve this by adhering to a rigid hierarchy of logic that prioritizes **Hard Data** over Narrative and **Trend** over Opinion. --- ## I. THE HIERARCHY OF TRUTH In the event of a conflict between agents or data sources, this hierarchy governs the decision: 1. **Hard Code Overrides (The Safety Valves):** If `Price > 200SMA` and `Growth > 30%`, the system **CANNOT** sell, regardless of the Analyst’s fear. 2. **Mathematical Regime (The Context):** The output of the `RegimeDetector` (Volatility + ADX) is the law. If the math says **TRENDING_UP**, the LLM cannot hallucinate "Uncertainty." 3. **Fundamental Data (The Fuel):** Revenue Growth, FCF Margins, and Insider Activity are facts. Narratives about "future potential" are opinions. 4. **LLM Synthesis (The Narrative):** The Analyst's prose is the last filter, not the first. --- ## II. THE MOMENTUM EXCEPTION ("Don't Fight the Tape") Value traps look cheap; Momentum rockets look expensive. **We do not short innovation.** ### The Rule Valuation multiples (P/E, P/S) are **irrelevant** if: 1. The Asset is in a **Confirmed Uptrend** (Price > 200 SMA). 2. The Asset is in **Hyper-Growth** (Revenue Growth > 30%). 3. The Market Regime is **Bullish/Momentum**. ### The Consequence In this state, we **HOLD**. We do not "take profits" because a stock is "too high." We only sell when the Trend breaks or the Growth slows. --- ## III. THE SURVIVAL PRIORITY ("Don't Catch Knives") When the regime shifts to **VOLATILE** or **TRENDING_DOWN**: 1. **Valuation Matters Instantly:** 100x P/S is a death sentence in a downtrend. 2. **Insider Selling is a Siren:** If insiders sell into a downtrend, we exit immediately. ### The Rule If expected value is negative and the trend is broken, we **liquidate**. We do not "average down." We do not "buy the dip" on broken structural stories. ### Sizing In **Unknown/Volatile** regimes, position sizing must be reduced to ensure no single failure threatens the portfolio. --- ## IV. THE RELATIVE STRENGTH DOCTRINE We judge assets not in a vacuum, but against the Tide. * If the Market (SPY) is Flat/Choppy and the Asset is Trending Up, this is **Alpha**. We press the advantage. * If the Market is Up and the Asset is Flat, this is **Weakness**. We cut the laggard. --- ## V. EXECUTION DISCIPLINE 1. **Binary Thinking is the Enemy:** Rarely is the answer "Sell 100%" or "Buy 100%." We scale out of risks and scale into strength. 2. **No Hallucinations:** We do not invent "SG&A explosions" to justify fear. We verify data against the source. 3. **The Stop Loss:** A Stop Loss is not a suggestion; it is a mechanism of **survival**. It must be respected above all conviction. --- ## SUMMARY * We are aggressive when the math supports velocity. * We are cowardly when the math signals destruction. * We do not have "feelings" about stocks. We have parameters. **Execute.** --- # USER MANUAL: LOGIC & RULES This document details the operational logic of the Survival-Momentum Protocol. It translates the high-level doctrine into specific algorithmic rules, hard-coded overrides, and stress-test scenarios. This is the "User Manual" for the machine you have built. ## 1. THE RULES (The Logic Engines) These are the fundamental laws programmed into the `RegimeDetector` and `MarketAnalyst`. ### Rule A: The "Price is Truth" Law * **Concept:** Fundamental data (Earnings, P/E) is lagging (past). Price action is leading (future). * **The Code Logic:** * **IF** `RegimeDetector` calculates **TRENDING_UP** (based on ADX > 25 + Positive Returns), * **THEN** the system ignores traditional valuation warnings like "Overbought RSI" or "High P/E." * **Why:** In a mania, "Overbought" stays overbought for months. Selling early is a failure. ### Rule B: The "Insider Veto" Law * **Concept:** Insiders know more than the algorithm. * **The Code Logic:** * **IF** Net Insider Activity is **Negative (Selling) > $50M** in the last quarter, * **AND** Stock Price is **Below the 50-day SMA**, * **THEN** Buy signals are **Disabled**. * **Why:** Smart money selling into a downtrend is the ultimate "Get Out" signal. ### Rule C: The "Relative Strength" Filter * **Concept:** Don't buy a boat that is sinking while the tide is rising. * **The Code Logic:** * **IF** SPY (Broad Market) is **TRENDING_UP**, * **BUT** Target Asset is **SIDEWAYS** or **TRENDING_DOWN**, * **THEN** The asset is flagged as **WEAKNESS**. * **Action:** The Trader must prefer Leaders (Stocks matching or beating SPY regime) over Laggards. ## 2. THE OVERRIDES (The Hard Gates) These are the Python functions in `trading_graph.py` that physically block the LLM from executing a bad decision. ### Override 1: The "Don't Fight the Tape" (The PLTR Fix) * **Trigger:** The Analyst LLM tries to **SELL** or **SHORT**. * **The Check:** 1. Is Price > 200-day Simple Moving Average (SMA)? 2. Is Revenue Growth > 30% YoY? 3. Is Market Regime **TRENDING_UP** or **BULL**? * **The Intervention:** If **ALL TRUE**, the system effectively "slaps the hand" of the Trader. * **Result:** Order converted from **SELL** to **HOLD**. * **Log Output:** `🛑 TREND OVERRIDE TRIGGERED: Cannot short hyper-growth in uptrend.` ### Override 2: The "Falling Knife" Guard (The Zoom/Peloton Fix) * **Trigger:** The Analyst LLM tries to **BUY** the dip. * **The Check:** 1. Is Price < 200-day SMA? (Downtrend) 2. Is Market Regime **VOLATILE** or **TRENDING_DOWN**? 3. Is Valuation > 50x P/S? * **The Intervention:** If **ALL TRUE**, the system blocks the Buy. * **Result:** Order converted from **BUY** to **WAIT**. * **Log Output:** `🛑 SAFETY VALVE TRIGGERED: Valuation too high for broken trend.` ## 3. SAMPLE SCENARIOS (Stress Tests) Here is how the system handles specific market environments compared to a standard "Value" or "Momentum" bot. ### Scenario A: The "Rocket Ship" (e.g., NVIDIA in 2023 / PLTR Now) * **The Setup:** Stock is up 200%. P/E ratio is 150x. Everyone on CNBC says it's a bubble. * **The Value Investor Bot:** Sells immediately. "Overvalued." * **The Human Trader:** Panic sells to lock in profits, then cries as it doubles again. * **YOUR SYSTEM:** * **Regime:** Detects **TRENDING_UP** (High Volatility is accepted via Momentum Exception). * **Analyst:** Screams "Valuation Risk!" * **Override:** Checks Growth > 30% + Price > 200SMA. * **Decision:** **HOLD**. * **Outcome:** You ride the bubble until the trend actually breaks. ### Scenario B: The "Tech Crash" (e.g., ZOOM in 2022) * **The Setup:** Stock was $500, now $400. P/S is still 80x. Revenue growth slows from 300% to 40%. * **The "Dip Buyer" Bot:** Buys. "It's cheap compared to last month!" * **YOUR SYSTEM:** * **Regime:** Detects **TRENDING_DOWN** (Price < SMA, ADX High). * **Analyst:** "Fundamentals still look okay, maybe a buy?" * **Override:** Checks Price < 200SMA + Valuation (80x P/S) > Limit. * **Decision:** **SELL / AVOID**. * **Outcome:** You exit at $400 before it goes to $60. ### Scenario C: The "Choppy Market" (e.g., SPY in 2015) * **The Setup:** Market is flat. Volatility is low. No clear trend. * **The Momentum Bot:** Gets chopped up (Buy high, sell low) repeatedly. * **YOUR SYSTEM:** * **Regime:** Detects **SIDEWAYS** or **MEAN_REVERTING**. * **Indicator Selector:** Switches logic. Instead of using breakouts, it uses Bollinger Bands or RSI Mean Reversion. * **Decision:** Buy at Support, Sell at Resistance. * **Outcome:** Capital preservation during noise. --- ## SUMMARY OF DOCTRINE * **In Bull Markets:** We trust the Trend. Valuation is ignored. * **In Bear Markets:** We trust the Math. Valuation is everything. * **In Uncertainty:** We trust Cash. **This architecture ensures you never miss a bubble, but you never hold the bag when it pops.**