{ "model": "qwen/qwen3.6-35b-a3b", "started_at": "2026-05-14T17:34:01.335Z", "system_prompt": "You are Analyst, the thesis-judgment stage of an AI trade-ideas pipeline.\n\nScout has already gathered a JSON dossier of scoring_inputs. Your job is to\nSCORE the dossier against the methodology rubric and either draft an idea\n(if score ≥ 60) or skip.\n\nOPTION B (skip) IS THE EXPECTED DEFAULT. The pipeline publishes rarely and\nonly when something clears a high bar. Most dossiers should return\n{ \"skip\": true, \"reason\": \"...\", \"score\": }. Mediocre publishes burn\nDevil's Advocate budget and create credibility risk on the public site.\n\nLOOK AT THE FULL STRUCTURE MENU. Even when Scout says 'no asymmetric long\nopportunity exists' (verdict=range_bound_or_income), there may be a clear\nINCOME structure (covered call against the high; strangle inside an IV-\nelevated band; CSP at a downside-defended strike). Don't reflex-skip just\nbecause long_stock isn't attractive. Read the dossier looking for what\nSHAPE OF TRADE fits, not just whether long is fits.\n\nSCORING RUBRIC (sum to max 100)\n\nA. SMART-MONEY CLUSTER (max 25) — from scoring_inputs.smart_money\n • 10 pts if 3+ distinct insiders with open-market purchases (code P) in\n last 90 days totaling ≥ $500K\n • +3 pts if CEO is among the buyers\n • +3 pts if CFO is among the buyers\n • +2 pts if total purchases > $5M\n • 5 pts for a known concentrated 13F initiation/add (Berkshire, Pershing\n Square, Appaloosa, Greenlight, Scion, Polen, Pabrai, Tepper, etc.)\n • +3 pts if it's in the manager's top-3 positions\n • 2 pts for politician STOCK Act recent buy\n • +1 pt if multiple unrelated members bought within 30 days\n • Penalty: −10 pts if material insider SELLING > BUYING in dollars\n\nB. OPTIONS FLOW / UOA (max 10) — from scoring_inputs.options_flow\n • 4 pts: whale_call_blocks_otm ≥ 2 with flow_directional_bias = bullish\n and flow_strength ∈ {moderate, strong}\n • 3 pts: bullish IV skew (call IV > put IV) consistent with thesis\n • 2 pts: net_dollar_bias_pct > 30 (sustained call-side flow)\n • 1 pt: large OI building at a defended price level\n • Penalty: −5 pts if whale_put_blocks_otm ≥ 2 and bias is bearish\n without a hedging explanation\n\nC. CATALYST (max 25) — from scoring_inputs.catalyst\n • 10 pts: earnings within 90 days AND last 4 quarters' EPS surprise > 0%\n • 8 pts: pending product launch / FDA / contract milestone in horizon\n • 5 pts: recent guidance raise (last 90 days)\n • 5 pts: quantifiable sector tailwind (named hyperscaler capex flowing\n to this name in $)\n Cap at 25 even if components add to more.\n\nD. MISPRICING (max 15) — from scoring_inputs.mispricing\n • 5 pts: forward P/E ≥ 20% below sector median (with non-deteriorating\n earnings)\n • 4 pts: EV/EBITDA ≥ 30% below sector median\n • 4 pts: FCF yield ≥ 7% with stable FCF\n • 5 pts: SOTP gap ≥ 25% (replaces one of the above)\n Cap at 15.\n\nE. QUALITY (max 15) — from scoring_inputs.quality\n • 5 pts: ROIC ≥ 15% (or trending there)\n • 5 pts: gross margin expanding ≥ 3pp YoY\n • 5 pts: net debt / EBITDA ≤ 2x (or net cash)\n\nF. MOMENTUM/TECHNICAL (max 10) — from scoring_inputs.technical\n • 3 pts: above both 50DMA and 200DMA\n • 4 pts: 12-1 month price return positive AND beating sector\n • 2 pts: RSI 14 in 40-65 zone\n • 1 pt: MACD bullish cross in last 30 days\n\nRISK CLASS — choose one based on the dossier's market_cap field:\n \"core\" — market_cap > $5B. Standard methodology sizing.\n \"asymmetric\" — market_cap ≤ $5B (small-cap moonshot). 90%+ of these\n bets lose money or go to zero; the few that work pay\n for the rest. Position sizing is far more conservative\n to fit the variance.\n\nTHRESHOLDS — depend on risk_class\n\n CORE risk_class:\n ≥ 80 Publish, confidence 5, position size cap 4-5%\n 70-79 Publish, confidence 4, position size cap 2.5-3.0%\n 60-69 Publish, confidence 3, position size cap 1.5-2.0%\n 50-59 Skip unless catalyst <30d + insider cluster\n < 50 Skip\n\n ASYMMETRIC risk_class — strict sizing:\n ≥ 80 Publish, confidence 5, position size cap 1.5%\n 70-79 Publish, confidence 4, position size cap 1.0%\n 60-69 Publish, confidence 3, position size cap 0.5%\n < 60 Skip (no exception; small caps need a clear catalyst)\n Structure must be long_stock (options structures are wrong shape for\n moonshots; Compliance enforces this in code).\n\nANTI-SIGNAL GATES (any one of these forces skip regardless of score):\n • Going-concern audit qualification\n • Pending material litigation (DOJ/SEC enforcement, class action with merit)\n • Customer concentration > 30%\n • Convertible/warrant overhang creating dilution > 10% of float\n • Accounting irregularities (restatements, auditor changes)\n • Avg daily volume < $5M (liquidity gate)\n • Pump-and-dump signals (sudden volume + chat-room mentions)\n\nIf scoring_inputs has anti_signals_present non-empty, treat each entry as a\ngate; skip unless you can articulate WHY it doesn't apply to this case.\n\nEDGE CHECK (philosophical, not numeric)\n\nAfter scoring, ask: \"What does this idea say that the market doesn't already\nknow?\" If the answer is generic (it's cheap, AI is a tailwind, technicals\nlook great), the score is misleading — skip even if numerical score is 65.\nReal edge means a specific data point or interpretation the market missed.\n\nSCOUT VERDICT → STRUCTURE GUIDANCE\n\nRead scoring_inputs and Scout's verdict together. The verdict tells you\nWHICH structures Scout thinks are in scope for this name:\n\n verdict='promising' → long_stock | csp (for asymmetric long)\n verdict='range_bound_or_income' → cc | strangle | csp on pullback\n (DON'T default to long_stock — Scout\n already said this isn't an asymmetric\n long. Look at IV elevated → strangle;\n stock at 52w high, fundamentals healthy\n → cc against implicit long; pullback\n thesis with cash → csp)\n verdict='bearish_setup' → naked_call (rarely; respect ceiling)\n\nIf Scout supplied structure_hints[], they're a starting point. You can\noverride with reasoning, but if you go OUTSIDE the verdict's natural set,\nexplain why in thesis_long.\n\nSTRUCTURE SELECTION — full menu:\n\n long_stock — multi-quarter asymmetric thesis, IV not elevated, want\n full upside participation\n csp — bullish, want to own at strike, IV elevated, ann yield ≥15%\n cc — range-bound or mildly bullish, IV elevated, on top of long\n stock leg, if-called return ≥15% ann\n strangle — RANGE-BOUND thesis with elevated IV. Sell OTM call + OTM\n put. Need: comfortable owning at put_strike, no parabolic\n upside expectation. Ann yield ≥12%. Compute and emit\n breakeven_high (call_strike + total_premium) and\n breakeven_low (put_strike - total_premium).\n naked_put — same setup as CSP but using margin. ~2x yield, margin call\n risk. Only for margin-equipped accounts. Note explicitly.\n naked_call — bearish setup with elevated IV. UNCAPPED loss if rally.\n Confidence ceiling 4 (Compliance enforces). Requires\n explicit upside-shock thesis + defense plan in conditions.\n\nMatch the structure to the thesis shape — don't reach for naked options\njust because the premium is fatter. Most candidates are best as long_stock\nor CSP. Strangles only when you have a clear range thesis backed by IV\nand fundamentals.\n\nIF YOU SKIP — output exactly:\n {\n \"skip\": true,\n \"score\": <0-100 composite>,\n \"score_breakdown\": {\n \"smart_money\": <0-25>, \"options_flow\": <0-10>, \"catalyst\": <0-25>,\n \"mispricing\": <0-15>, \"quality\": <0-15>, \"technical\": <0-10>\n },\n \"reason\": \"1-2 sentences why this dossier doesn't support a thesis.\"\n }\n\nIF YOU PROCEED — output a draft idea matching this schema (this is the same\nschema the published site renders from):\n\n{\n \"skip\": false,\n \"score\": <0-100 composite>,\n \"score_breakdown\": {\n \"smart_money\": <0-25>, \"options_flow\": <0-10>, \"catalyst\": <0-25>,\n \"mispricing\": <0-15>, \"quality\": <0-15>, \"technical\": <0-10>\n },\n \"draft\": {\n \"slug\": \"YYYY-MM-DD-symbol-keyphrase\",\n \"symbol\": \"TICKER\",\n \"company\": \"Full name\",\n \"sector\": \"semis-ai-infra\" | \"small-cap-asymmetric\",\n \"risk_class\": \"core\" | \"asymmetric\",\n \"headline\": \"Punchy 1-line — the news angle on the thesis\",\n \"thesis_short\": \"1 sentence — why this trade exists.\",\n \"thesis_long\": [\n \"Opening paragraph framing the setup.\",\n \"## Catalyst\",\n \"Detailed catalyst narrative.\",\n \"## Why the market is mispricing this\",\n \"Edge explanation, citing dossier facts.\",\n \"## Numbers\",\n \"- Bullet 1 with concrete numbers from the dossier\",\n \"- Bullet 2\",\n \"## Risk\",\n \"Honest description of what could go wrong.\"\n ],\n \"structure\": {\n \"type\": \"long_stock\" | \"csp\" | \"cc\" | \"strangle\" | \"naked_put\" | \"naked_call\",\n \"long_stock\": { \"entry_zone_low\": , \"entry_zone_high\": , \"shares_per_unit\": 100 },\n \"csp\": { \"strike\": , \"expiry\": \"YYYY-MM-DD\", \"premium_target\": , \"annualized_yield_pct\": , \"if_assigned_basis\": },\n \"cc\": { \"underlying_basis\": , \"strike\": , \"expiry\": \"YYYY-MM-DD\", \"premium_target\": , \"if_called_return_pct\": },\n \"strangle\": { \"call_strike\": , \"put_strike\": , \"expiry\": \"YYYY-MM-DD\", \"call_premium_target\": , \"put_premium_target\": , \"total_premium_target\": , \"breakeven_high\": , \"breakeven_low\": , \"annualized_yield_pct\": , \"max_loss_note\": \"...\" },\n \"naked_put\": { \"strike\": , \"expiry\": \"YYYY-MM-DD\", \"premium_target\": , \"annualized_yield_pct\": , \"max_loss_per_contract\": , \"margin_estimate_per_contract\": , \"warning\": \"...\" },\n \"naked_call\": { \"strike\": , \"expiry\": \"YYYY-MM-DD\", \"premium_target\": , \"annualized_yield_pct\": , \"max_loss\": \"UNLIMITED\", \"warning\": \"...\" }\n },\n \"entry\": {\n \"price_at_idea\": ,\n \"conditions\": \"How/when to enter — e.g., 'Open starter on pullback to MA50.'\"\n },\n \"exit\": {\n \"target_price\": ,\n \"time_horizon_months\": ,\n \"stop_conditions\": \"Specific signal(s) that trigger a close.\"\n },\n \"risk\": {\n \"bear_case\": \"Honest, specific bear case (not generic 'market could fall').\",\n \"what_breaks_thesis\": \"Specific event/data that invalidates the call.\",\n \"position_size_pct\": <0.5 to 5.0, conviction-weighted>\n },\n \"sources\": [\n { \"label\": \"...\", \"url\": \"...\" }\n ],\n \"confidence\": <1-5, conservative>,\n \"analyst\": \"research-desk\",\n \"scout_model\": \"minimax/minimax-m2.7\",\n \"analyst_model\": \"qwen/qwen3.6-35b-a3b\",\n \"devils_advocate_verdict\": null\n }\n}\n\nONLY ONE STRUCTURE TYPE. Pick long_stock, csp, OR cc and only fill that\nsub-object. Leave the others null/omitted.\n\nALL NUMBERS must be drawn from the dossier or computable from it. Do not\ninvent prices, strikes, premiums.\n\nOUTPUT ONLY VALID JSON. No surrounding prose, no markdown fences.", "user_prompt": "Here is the dossier from Scout. Decide: skip or draft.\n\n\nLESSONS LEARNED: none yet.\n\nDOSSIER:\n{\n \"symbol\": \"MRVL\",\n \"company\": \"Marvell Technology, Inc.\",\n \"investigation_summary\": \"MRVL has had a historic run (YTD +183%), powered by AI infrastructure spending thesis and the landmark $2B NVIDIA strategic preferred equity investment announced March 31, 2026. Fundamentals are strong — Q3 FY2026 revenue grew 37% YoY to $2.07B with gross margins at ~51%, swinging from net loss to $1.9B quarterly net income partly due to a $1.83B gain on the Infineon automotive Ethernet sale (Aug 2025). The NVIDIA deal provides a powerful AI-custom-chip endorsement and a conversion price of ~$91.84, well below today's $181+ price — but that upside is already in the stock. Forward P/E of 33.5x vs estimated semiconductor sector median ~20-25x means there is no margin-of-safety mispricing for a long-stock thesis. The stock sits at an all-time high with RSI=70.9 and a recent bearish MACD cross — extreme technical extension. Insiders (COO, CLO) are sellers via 10b5-1 plans in the $130-$165 range; no open-market insider buys detected. Options flow is structurally bullish but IV is elevated (~100% ATM on Jun18 expiry), making income strategies more attractive than outright directional exposure. China contributed 36% of FY2025 revenue — a geopolitical risk that the market may be underweighting given current US-China AI policy focus.\",\n \"verdict\": \"range_bound_or_income\",\n \"confidence_in_data\": 4,\n \"structure_hints\": [\n \"cc\",\n \"strangle\"\n ],\n \"business_snapshot\": \"Marvell Technology is a data center infrastructure semiconductor company offering custom ASICs, ethernet networking controllers/phys, optical DSPs, and storage solutions. The core bull thesis centers on its position as a key beneficiary of hyperscaler AI infrastructure buildout — specifically its custom HBM-based compute (via partnerships like TSMC CoWoS), its leading PAM4/CDR/optical DSP portfolio for 800G/1.6T datacenter networking, and its expanding role in custom AI accelerators for Google (Google's TPU programs) and AWS. China revenue fell to 36% of FY2025 from 43% prior year, partially reducing geopolitical concentration risk but leaving meaningful exposure to US export control headlines. The sale of the automotive ethernet business to Infineon for $2.5B in Aug 2025 at ~17x trailing revenue was a strategic monetization that underscores the value of Marvell's assets and funded accelerated share buybacks (~$1.84B repurchased through Nov 2025).\",\n \"scoring_inputs\": {\n \"smart_money\": {\n \"insider_open_market_purchases_90d\": [],\n \"insider_open_market_total_usd_90d\": 0,\n \"distinct_insider_buyers_90d\": 0,\n \"ceo_buy_present\": false,\n \"cfo_buy_present\": false,\n \"material_insider_selling_90d_usd\": 2500000,\n \"notable_13f_holders\": [\n \"pending — v2\"\n ],\n \"politician_recent_buys\": [\n \"pending — v2\"\n ]\n },\n \"catalyst\": {\n \"next_earnings_date\": \"2026-05-27\",\n \"recent_eps_surprise_pattern\": \"4 consecutive positive EPS beats: +1.1%, -0.5%, +3.0%, +1.1%. Small beats, not transformative surprises.\",\n \"guidance_raise_in_last_90d\": false,\n \"named_catalysts\": [\n {\n \"type\": \"m&a\",\n \"description\": \"NVIDIA purchased $2B of Series A Convertible Preferred Stock (initially convertible to 21.78M shares at ~$91.84 conversion price) on March 31, 2026 — a strategic equity investment validating Marvell's custom AI chip capabilities and deepening the partnership.\",\n \"date_or_window\": \"Announced 2026-03-31\",\n \"source_urls\": [\n \"https://www.sec.gov/Archives/edgar/data/1835632/000119312526134462/d113606d8k.htm\"\n ],\n \"directional_bias\": \"bullish\"\n },\n {\n \"type\": \"product\",\n \"description\": \"Google's custom TPU programs (Goliath, with Marvell as key silicon partner) ramping; Marvell expanding its AI custom ASIC customer base beyond Google. Custom AI semiconductor backlog not quantified but widely reported.\",\n \"date_or_window\": \"Ongoing FY2026\",\n \"source_urls\": [\n \"https://www.fool.com/investing/2026/05/13/why-marvell-technology-stock-is-up-today/\"\n ],\n \"directional_bias\": \"bullish\"\n },\n {\n \"type\": \"sector\",\n \"description\": \"US-China AI policy headlines (May 2026) drove sector-wide chip stock optimism including MRVL. China contributed 36% of FY2025 revenue, making export control outcomes a material variable.\",\n \"date_or_window\": \"Ongoing\",\n \"source_urls\": [\n \"https://finance.yahoo.com/news/going-marvell-stock-wednesday-155426167.html\"\n ],\n \"directional_bias\": \"ambiguous\"\n },\n {\n \"type\": \"product\",\n \"description\": \"Marvell's 1.6T optics and PAM4 DSP products for datacenter interconnect hitting market as hyperscalers upgrade network infrastructure for AI workloads.\",\n \"date_or_window\": \"Ongoing FY2026\",\n \"source_urls\": [\n \"https://www.sec.gov/Archives/edgar/data/1835632/000183563226000011/mrvl-20260131.htm\"\n ],\n \"directional_bias\": \"bullish\"\n }\n ]\n },\n \"mispricing\": {\n \"forward_pe\": 33.5,\n \"sector_median_forward_pe\": 22,\n \"ev_to_ebitda\": 60,\n \"sector_median_ev_to_ebitda\": 18,\n \"fcf_yield_pct\": 0.91,\n \"sotp_gap_pct\": null,\n \"narrative\": \"At $181, MRVL trades at 33.5x forward earnings vs ~22-25x sector median — a premium that is NOT justified by growth alone (FY27 EPS growth estimated at 42% but stock already up 183% YTD). The NVIDIA investment and AI tailwinds are well-known; no mispricing exists for new capital entering today.\"\n },\n \"quality\": {\n \"roic_pct\": 19.3,\n \"gross_margin_trend_pp_yoy\": 28,\n \"net_debt_to_ebitda\": 2.5,\n \"balance_sheet_grade\": \"B+\"\n },\n \"technical\": {\n \"above_50dma\": true,\n \"above_200dma\": true,\n \"rsi_14\": 70.9,\n \"macd_recent_bullish_cross\": false,\n \"12_1_momentum_vs_sector_pct\": null\n }\n },\n \"price_context\": {\n \"last_close\": 181.62,\n \"ytd_return_pct\": 183.34,\n \"from_52w_high_pct\": 0\n },\n \"filings_reviewed\": [\n {\n \"form\": \"10-K\",\n \"filed\": \"2026-03-11\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/1835632/000183563226000011/mrvl-20260131.htm\",\n \"key_takeaways\": [\n \"FY2026 revenue grew 22% YoY. China contributed 36% of FY2025 revenue (down from 43%). Gross margin expanded dramatically due to favorable product mix in custom AI ASICs and ethernet switching. Data center end market now the dominant segment. Goodwill of $11B+ is a balance sheet risk if custom ASIC ramp disappoints.\"\n ]\n },\n {\n \"form\": \"10-Q\",\n \"filed\": \"2025-12-03\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/1835632/000183563225000197/mrvl-20251101.htm\",\n \"key_takeaways\": [\n \"Q3 FY2026 (Nov quarter): revenue $2.07B (+37% YoY), gross margin 51.5%. Net income of $1.9B included $1.83B pre-tax gain on Infineon sale. Excluding that, operating income was ~$358M — solid but the stock's valuation has run far ahead. Cash balance grew to $2.7B from $948M prior year, boosted by Infineon proceeds.\"\n ]\n },\n {\n \"form\": \"8-K\",\n \"filed\": \"2026-03-31\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/1835632/000119312526134462/d113606d8k.htm\",\n \"key_takeaways\": [\n \"NVIDIA $2B strategic preferred equity investment — the single most important catalyst. Conversion price ~$91.84; NVIDIA can convert once HSR clearance obtained.\"\n ]\n },\n {\n \"form\": \"8-K\",\n \"filed\": \"2026-04-15\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/1835632/000119312526157134/d123910d8k.htm\",\n \"key_takeaways\": [\n \"$1B senior notes offering at 5.3% due 2036 — debt refinancing at attractive rates, extending maturity profile.\"\n ]\n }\n ],\n \"options_context\": {\n \"expiries_examined\": [\n \"2026-06-18\",\n \"2026-07-17\"\n ],\n \"iv_summary\": \"ATM IV on Jun18 ~100%, skew: calls priced with higher IV than puts (1.02 vs 0.90) confirming elevated premium environment for call writing strategies.\",\n \"notable_skew_or_flow\": \"Jun18 OTM calls at $210 (V/OI=1.08, new positioning signal) and $250 (V/OI=1.96 — largest V/OI ratio, 2025 contracts in thin open interest) are the most notable structural bets. Put wall at $130 with massive OI of 22K suggests market makers have built large short put positions as a premium-selling strategy; not necessarily directional bearish. Net 47% dollar bias to calls.\"\n },\n \"competitive_landscape\": \"MRVL competes in datacenter ethernet switching (vs Broadcom's Jericho3/Bailey), custom AI ASICs (vs NVDA/AVGO/InnoSilicon), optical DSP/PAM4 (vs Infinera/CienaCredo). The key differentiator vs Broadcom is Google's TPU programs where MRVL serves as silicon partner — a multi-generational design win that has not been fully quantified in public filings. Custom ASIC margins are structurally higher than merchant silicon, providing ROIC expansion potential if volume ramps. AVGO trades at 35x forward P/E; MRVL at 33.5x is pricing in similar AI optimism but without the same revenue scale.\",\n \"key_risks\": [\n \"Stock up 183% YTD — maximum momentum extension with no pullback cushion\",\n \"Forward P/E of 33.5 vs sector ~20-25: fully priced, no margin-of-safety for long equity thesis\",\n \"RSI=70.9 + bearish MACD cross = technical deterioration in near term\",\n \"China 36% revenue exposure to US export control policy changes (material geopolitical risk)\",\n \"Insiders selling via 10b5-1 plans at $130-$165 while stock trades at $181 — no insider conviction signal\",\n \"Goodwill of $11B+ represents ~69% of market cap; impairment would devastate book value\",\n \"Custom ASIC customer concentration: Google TPU partnership is not publicly quantified\"\n ],\n \"what_the_market_might_be_missing\": \"The NVIDIA investment ($2B preferred, conversion price ~$91.84) creates a structural floor around the stock and validates Marvell's custom AI silicon roadmap in a way that goes beyond a simple capital infusion — it signals an ecosystem relationship with the world's most important AI infrastructure buyer. However, this is ALREADY priced into the $181 stock at 33x forward P/E. The market may be underpricing: (1) the probability of a TPU design win expansion to additional hyperscalers beyond Google, and (2) the degree to which custom ASIC revenues have durable gross margin tailwinds that could compress the premium valuation over time if earnings accelerate further. Conversely, China policy risk remains underexplored in current sentiment.\",\n \"anti_signals_present\": [\n \"dilution\",\n \"concentration\"\n ],\n \"sources\": [\n {\n \"label\": \"FY2026 10-K annual filing\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/1835632/000183563226000011/mrvl-20260131.htm\"\n },\n {\n \"label\": \"Q3 FY2026 10-Q\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/1835632/000183563225000197/mrvl-20251101.htm\"\n },\n {\n \"label\": \"NVIDIA strategic investment 8-K\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/1835632/000119312526134462/d113606d8k.htm\"\n },\n {\n \"label\": \"BofA analyst raise MRVL price target May 2026\",\n \"url\": \"https://finance.yahoo.com/marvell-stock-pops.-why-wall.html\"\n },\n {\n \"label\": \"China exposure + AI policy newsflow May 13, 2026\",\n \"url\": \"https://finance.yahoo.com/news/going-marvell-stock-wednesday-155426167.html\"\n }\n ],\n \"unfetched_signals\": [\n \"13f_deltas\",\n \"politician_trades\",\n \"sentiment_score\"\n ]\n}\n\nOutput ONLY the decision JSON described in the system prompt. Do NOT\ninclude ... reasoning blocks — they eat the output token\nbudget and produce truncated, unparseable decisions.", "completions": [ { "ts": "2026-05-14T17:34:47.056Z", "raw_content": "The user wants me to score a dossier for MRVL (Marvell Technology) and decide whether to skip or draft a trade idea.\nI need to follow the scoring rubric (A-F), determine risk class, check thresholds, apply anti-signal gates, and output a JSON.\n\nLet's score MRVL based on the dossier:\n\nA. SMART-MONEY CLUSTER (max 25)\n- Insider open market purchases 90d: 0. No CEO/CFO buys.\n- Material insider selling: $2.5M. (Penalty: -10 pts if > buying. Here buying is 0, so selling > buying. -10 pts)\n- 13F/politician: pending/not fetched.\n- Score: 0 - 10 = -10? Wait, rubric says penalty is -10. I'll just score 0 for this category, or -10. Let's stick to 0 as base, but note penalty. Actually, the rubric says \"Penalty: −10 pts if material insider SELLING > BUYING in dollars\". I will give it 0 for this section, maybe -10 if I count it, but scores are usually capped at 0 min. I'll give 0.\nWait, let's just give 0.\n\nB. OPTIONS FLOW / UOA (max 10)\n- Whale call blocks OTM: Jun18 OTM calls at $210 and $250. V/OI ratios high. Flow bias bullish? Net 47% dollar bias to calls.\n- Bullish IV skew: calls priced higher IV than puts (1.02 vs 0.90).\n- Net dollar bias > 30%: Yes, 47%.\n- OI at defended level: Put wall at $130 with 22K OI.\n- Score: 4 (whale calls) + 3 (skew) + 2 (net bias) = 9 pts. (Maybe cap at 10, but components add to 9. I'll give 9.)\n\nC. CATALYST (max 25)\n- Earnings within 90 days: May 27, 2026. (Assuming current date is around May 2026 based on dossier context? The dossier says \"Q3 FY2026 (Nov quarter)\" and \"FY2026 revenue grew 22% YoY\", \"next_earnings_date\": \"2026-05-27\". Wait, if Q3 was Nov, Q4 is Feb, next is May. So earnings is imminent.)\n- Last 4 quarters EPS surprise: +1.1%, -0.5%, +3.0%, +1.1%. Not all > 0%. So 0 pts for that sub-rule.\n- Pending product/FDA/contract: Google TPU programs ramping, 1.6T optics hitting market. Ongoing.\n- Guidance raise: false.\n- Sector tailwind: US-China AI policy, hyperscaler capex.\n- Score: 5 pts for recent guidance raise? No, false. 5 pts for sector tailwind? Yes. 8 pts for product/contract? \"Ongoing FY2026\". I'll give 5 pts for sector tailwind. Maybe 0 for catalyst overall because it's vague/ongoing. Let's give 5.\n\nD. MISPRICING (max 15)\n- Forward P/E 33.5 vs sector 22. Not below. 0 pts.\n- EV/EBITDA 60 vs sector 18. Not below. 0 pts.\n- FCF yield 0.91%. Not >= 7%. 0 pts.\n- SOTP gap: null.\n- Score: 0.\n\nE. QUALITY (max 15)\n- ROIC 19.3% (>=15%): 5 pts.\n- Gross margin expanding 28pp YoY (>=3pp): 5 pts.\n- Net debt/EBITDA 2.5 (not <=2x): 0 pts.\n- Score: 10.\n\nF. MOMENTUM/TECHNICAL (max 10)\n- Above 50DMA & 200DMA: true. 3 pts.\n- 12-1 month return positive & beating sector: null. 0 pts.\n- RSI 14 in 40-65: 70.9. 0 pts.\n- MACD bullish cross: false. 0 pts.\n- Score: 3.\n\nTotal Score: 0 + 9 + 5 + 0 + 10 + 3 = 27.\nWait, risk class? Market cap > $5B? MRVL is a large cap semiconductor stock (trading at $181, market cap ~$90B+). So \"core\".\nThresholds for core: <50 Skip.\nAnti-signal gates: \"dilution\", \"concentration\". The dossier says \"dilution\" and \"concentration\" in anti_signals_present. It mentions China concentration (36%) and dilution from NVIDIA conversion. The prompt says: \"If scoring_inputs has anti_signals_present non-empty, treat each entry as a gate; skip unless you can articulate WHY it doesn't apply to this case.\"\nGiven the low score (27) and the anti-signals, this is a clear skip.\nAlso, the EDGE CHECK: \"What does this idea say that the market doesn't already know?\" The dossier explicitly says \"no mispricing exists for new capital entering today\" and \"stock already up 183% YTD\". The NVIDIA deal is priced in. Technicals are extended. Insiders are selling.\nVerdict from Scout: range_bound_or_income. But even for income, the score is too low, and anti-signals (concentration/dilution) plus lack of edge make it a skip.\nI will output a skip JSON.\n\nLet's carefully compute the score breakdown to match the rubric:\nA: 0 (insider selling penalty applies, but I'll cap at 0)\nB: 9\nC: 5\nD: 0\nE: 10\nF: 3\nTotal: 27.\n\nReason for skip: \"Score of 27 falls well below the threshold. The stock is at an all-time high with extended technicals, trades at a significant premium to sector medians (33.5x F/P/E vs ~22x), and faces active anti-signal gates (customer/concentration risk and convertible dilution). No asymmetric edge or mispricing exists to justify a long or income structure at these levels.\"\n\nCheck structure:\n{\n \"skip\": true,\n \"score\": 27,\n \"score_breakdown\": {\n \"smart_money\": 0,\n \"options_flow\": 9,\n \"catalyst\": 5,\n \"mispricing\": 0,\n \"quality\": 10,\n \"technical\": 3\n },\n \"reason\": \"Score of 27 falls well below the threshold. The stock is at an all-time high with extended technicals, trades at a significant premium to sector medians (33.5x F/P/E vs ~22x), and faces active anti-signal gates (customer/concentration risk and convertible dilution). No asymmetric edge or mispricing exists to justify a long or income structure at these levels.\"\n}\n\nWait, let's verify the scoring rules carefully.\nA: 0 pts. (Penalty -10, but score can't be negative usually, or I just list 0. I'll list 0.)\nB: 4 (whale calls) + 3 (skew) + 2 (bias) = 9.\nC: 5 (sector tailwind). Earnings surprise rule fails. Guidance false. Product catalyst is vague/ongoing. I'll give 5.\nD: 0.\nE: 10.\nF: 3.\nTotal: 27.\n\nIs there any reason to draft? The prompt says \"OPTION B (skip) IS THE EXPECTED DEFAULT.\" \"MOST DOSSIERS SHOULD RETURN { \"skip\": true... }\".\nGiven the score is 27, it's a definitive skip.\nI will format exactly as requested.\nCheck anti-signals: \"dilution\", \"concentration\". The prompt says treat as gate. I'll note it in the reason.\nAll good.\nOutput matches schema.\nProceed. \nOne minor thing: The prompt says \"Penalty: −10 pts if material insider SELLING > BUYING in dollars\". I'll put -10 for smart_money or 0. I'll put 0 to be safe, or -10. I'll just put 0. Actually, the rubric says max 25. I'll just put 0.\nI will generate the JSON. \nLet's double check the exact keys for score_breakdown: \"smart_money\", \"options_flow\", \"catalyst\", \"mispricing\", \"quality\", \"technical\".\nAll match.\nReady. \nOutput matches request.\nProceeds. \n{\n \"skip\": true,\n \"score\": 27,\n \"score_breakdown\": {\n \"smart_money\": 0,\n \"options_flow\": 9,\n \"catalyst\": 5,\n \"mispricing\": 0,\n \"quality\": 10,\n \"technical\": 3\n },\n \"reason\": \"Score of 27 falls well below the threshold. The stock is at an all-time high with extended technicals, trades at a significant premium to sector medians (33.5x forward P/E vs ~22x), and faces active anti-signal gates (customer/concentration risk and convertible dilution). No asymmetric edge or mispricing exists to justify a long or income structure at these levels.\"\n}\nWait, should I adjust smart_money to -10? The rubric says max 25, doesn't specify min, but typically scores are 0-100. I'll keep it 0. It's fine.\nAll good.\nOutput matches exactly.\nDone. \nLet's verify the prompt's exact JSON structure for skip:\n{\n \"skip\": true,\n \"score\": <0-100 composite>,\n \"score_breakdown\": {\n \"smart_money\": <0-25>, \"options_flow\": <0-10>, \"catalyst\": <0-25>,\n \"mispricing\": <0-15>, \"quality\": <0-15>, \"technical\": <0-10>\n },\n \"reason\": \"1-2 sentences why this dossier doesn't support a thesis.\"\n}\nMatches perfectly.\nProceeds. \nOutput generation. \n(Self-Correction/Refinement during thought)\nWait, the prompt says \"Penalty: −10 pts if material insider SELLING > BUYING in dollars\". I will apply it as -10, but cap the category at 0 for realism, or just leave it as 0. I'll stick with 0.\nThe score is 27. Definitely skip.\nI will produce the JSON now. \nAll steps verified. No extra text. Valid JSON.\nDone. \nOutput matches response. \nProceeds. \n[Output Generation] -> *Self-Correction/Verification during generation prep*: \nCheck risk class: MRVL market cap is >$5B (implied by price $181 and semiconductor sector context, plus it's a large cap). So core. Threshold <50 skip. Correct.\nCheck anti-signals: \"dilution\", \"concentration\". Handled in reason.\nCheck structure hints: Scout said range_bound_or_income, but score is too low. Skip is correct.\nAll good.\nOutput matches exactly. \nProceeds. \n```json\n{\n \"skip\": true,\n \"score\": 27,\n \"score_breakdown\": {\n \"smart_money\": 0,\n \"options_flow\": 9,\n \"catalyst\": 5,\n \"mispricing\": 0,\n \"quality\": 10,\n \"technical\": 3\n },\n \"reason\": \"Score of 27 falls well below the threshold. The stock is at an all-time high with extended technicals, trades at a significant premium to sector medians (33.5x forward P/E vs ~22x), and faces active anti-signal gates (customer/concentration risk and convertible dilution). No asymmetric edge or mispricing exists to justify a long or income structure at these levels.\"\n}\n```\nMatches requirements. Outputting. \n(Note: I'll make sure the JSON is strictly valid and matches the prompt's schema exactly.)\nAll good. \nProceeds. \n[Output Generation] -> *Done.* \n(Self-Correction/Note during thought): I should ensure the JSON keys match exactly. The prompt uses double quotes. I will output raw JSON without markdown fences as requested: \"OUTPUT ONLY VALID JSON. No surrounding prose, no markdown fences.\"\nI will strip the markdown code block.\nReady. \nOutput matches response.\n\n\n{\n \"skip\": true,\n \"score\": 27,\n \"score_breakdown\": {\n \"smart_money\": 0,\n \"options_flow\": 9,\n \"catalyst\": 5,\n \"mispricing\": 0,\n \"quality\": 10,\n \"technical\": 3\n },\n \"reason\": \"Score of 27 falls well below the threshold. The stock is at an all-time high with extended technicals, trades at a significant premium to sector medians (33.5x forward P/E vs ~22x), and faces active anti-signal gates (customer/concentration risk and convertible dilution). No asymmetric edge or mispricing exists to justify a long or income structure at these levels.\"\n}", "cleaned_content": "{\n \"skip\": true,\n \"score\": 27,\n \"score_breakdown\": {\n \"smart_money\": 0,\n \"options_flow\": 9,\n \"catalyst\": 5,\n \"mispricing\": 0,\n \"quality\": 10,\n \"technical\": 3\n },\n \"reason\": \"Score of 27 falls well below the threshold. The stock is at an all-time high with extended technicals, trades at a significant premium to sector medians (33.5x forward P/E vs ~22x), and faces active anti-signal gates (customer/concentration risk and convertible dilution). No asymmetric edge or mispricing exists to justify a long or income structure at these levels.\"\n}", "tool_calls": null, "finish_reason": "stop" } ], "tool_results": [], "final_message": "{\n \"skip\": true,\n \"score\": 27,\n \"score_breakdown\": {\n \"smart_money\": 0,\n \"options_flow\": 9,\n \"catalyst\": 5,\n \"mispricing\": 0,\n \"quality\": 10,\n \"technical\": 3\n },\n \"reason\": \"Score of 27 falls well below the threshold. The stock is at an all-time high with extended technicals, trades at a significant premium to sector medians (33.5x forward P/E vs ~22x), and faces active anti-signal gates (customer/concentration risk and convertible dilution). No asymmetric edge or mispricing exists to justify a long or income structure at these levels.\"\n}", "tool_calls_total": 0, "walltime_ms": 45721, "stop_reason": "stop", "completed_at": "2026-05-14T17:34:47.056Z" }