{ "model": "qwen/qwen3.6-35b-a3b", "started_at": "2026-05-08T07:06:00.919Z", "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\": \"RMBS\",\n \"company\": \"Rambus Inc.\",\n \"investigation_summary\": \"Rambus is a semiconductor IP and memory interface chip company (DDR5 RCD/MDB/CKD chips + security/interface silicon IP) serving AI/data center infrastructure. The investigation was triggered by Form 4 clustering — upon detailed review, the cluster consists almost entirely of routine RSU vesting events, tax-withholding sales, and pre-scheduled 10b5-1 plan executions; zero open-market insider purchases in the past 90 days were identified. The stock recently crashed ~23% from its $161 all-time high to ~$127 after Q1 FY2026 earnings (April 28) missed on revenue ($180.2M) and triggered a Baird downgrade citing DRAM supply chain headwinds. A new CFO was appointed (Sumeet Gagneja, ex-AMD/Western Digital), with $6.25M in equity grants — standard compensation, not directional signal. The fundamental picture is strong (80%+ gross margin, 18% ROE, net cash position) but valuation is stretched: forward P/E of ~35x vs sector peers and EV/EBITDA of ~43x. No open-market insider buy cluster confirmed. Near-term catalyst window is sparse — next earnings July 27, 2026. The setup fits a range-bound/income thesis (covered calls on existing positions), not an asymmetric long.\",\n \"verdict\": \"range_bound_or_income\",\n \"confidence_in_data\": 5,\n \"structure_hints\": [\n \"cc\",\n \"strangle\"\n ],\n \"business_snapshot\": \"Rambus Inc. designs and sells semiconductor products and silicon IP for data-intensive computing systems, primarily targeting AI infrastructure and data center customers. Its core products are memory interface chipset solutions — DDR5 Registering Clock Drivers (RCDs), Multiplexed Data Buffers (MDBs), Client Clock Drivers (CKDs), Power Management ICs, SPD Hubs, and Temperature Sensors — which enable high-bandwidth, power-efficient server and client memory modules. The company also licenses a broad silicon IP portfolio including SerDes/digital controller cores for PCIe 7.0, HBM4, GDDR7, and security IP (crypto cores). Revenue is split across product chips (~49% in Q1 FY26), royalties (~39%), and contract/engineering services (~12%). Key end markets are AI servers, hyperscale data centers, and increasingly AI PCs/client systems where server-class memory standards are migrating. The company has no meaningful debt ($23M vs $786M cash) and generates strong free cash flow.\",\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\": 446000,\n \"notable_13f_holders\": [\n \"pending — v2\"\n ],\n \"politician_recent_buys\": [\n \"pending — v2\"\n ]\n },\n \"catalyst\": {\n \"next_earnings_date\": \"2026-07-27\",\n \"recent_eps_surprise_pattern\": \"Q1 FY2026: Revenue $180.2M (beat by ~$2M), EPS $0.63 (slight beat). Prior three quarters all within ±7% of estimates — no significant surprises.\",\n \"guidance_raise_in_last_90d\": false,\n \"named_catalysts\": [\n {\n \"type\": \"earnings\",\n \"description\": \"Q1 FY2026 earnings release April 27, 2026 — slight revenue near-miss ($180.2M), EPS in-line at $0.63 vs $0.636 estimate, stock -23% the following day on analyst downgrade and broad semiconductor selloff.\",\n \"date_or_window\": \"2026-04-27/28\",\n \"source_urls\": [\n \"https://www.sec.gov/Archives/edgar/data/917273/000119312526182076/rmbs-20260427.htm\"\n ],\n \"directional_bias\": \"bearish\"\n },\n {\n \"type\": \"product\",\n \"description\": \"PCIe 7.0 Switch IP with Time Division Multiplexing announcement — targets AI accelerator interconnects, scalability for data center/HPC. First product in this category.\",\n \"date_or_window\": \"2026-05-05\",\n \"source_urls\": [\n \"https://finance.yahoo.com/sectors/technology/articles/rambus-introduces-pcie-7-0-210000291.html\"\n ],\n \"directional_bias\": \"bullish\"\n },\n {\n \"type\": \"regulatory\",\n \"description\": \"Baird downgrade citing DRAM supply squeeze risks — tightening memory component availability could constrain RMBS's ability to fulfill memory interface chip demand, a key risk given the company is Fabless and depends on external supply.\",\n \"date_or_window\": \"2026-04-28\",\n \"source_urls\": [\n \"https://www.proactiveinvestors.com/companies/news/1091356/rambus-shares-crater-after-revenue-miss-baird-warns-of-dram-supply-squeeze-1091356.html\"\n ],\n \"directional_bias\": \"bearish\"\n },\n {\n \"type\": \"product\",\n \"description\": \"HBM4 and GDDR7 IP customer design wins — strong design-in momentum cited in earnings call commentary, reinforcing long-term platform opportunity tied to AI memory standards.\",\n \"date_or_window\": \"Q1 FY2026 earnings call (April 27, 2026)\",\n \"source_urls\": [\n \"https://finance.yahoo.com/markets/stocks/articles/rambus-inc-rmbs-q1-2026-070454403.html\"\n ],\n \"directional_bias\": \"bullish\"\n }\n ]\n },\n \"mispricing\": {\n \"forward_pe\": 34.89,\n \"sector_median_forward_pe\": 25,\n \"ev_to_ebitda\": 42.77,\n \"sector_median_ev_to_ebitda\": 20,\n \"fcf_yield_pct\": 1.83,\n \"narrative\": \"Rambus trades at a substantial premium to semiconductor sector medians (35x forward P/E vs ~25x, EV/EBITDA 43x vs ~20x), reflecting its positioning in AI memory infrastructure. The premium is partially justified by high gross margins (80%+) and asset-light IP model with recurring royalty revenue (~39% of sales). However, after the recent +70% YTD run to a $13.7B market cap before the April 28 crash, valuation leaves little room for error — any further misses or supply chain disruptions could trigger meaningful multiple compression.\"\n },\n \"quality\": {\n \"roic_pct\": 18,\n \"gross_margin_trend_pp_yoy\": 0,\n \"net_debt_to_ebitda\": -5.4,\n \"balance_sheet_grade\": \"A\"\n },\n \"technical\": {\n \"above_50dma\": true,\n \"above_200dma\": true,\n \"rsi_14\": 56,\n \"macd_recent_bullish_cross\": false,\n \"12_1_momentum_vs_sector_pct\": null\n }\n },\n \"price_context\": {\n \"last_close\": 126.6,\n \"ytd_return_pct\": 71.61,\n \"from_52w_high_pct\": -21.76\n },\n \"filings_reviewed\": [\n {\n \"form\": \"10-K\",\n \"filed\": \"2026-02-18\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/917273/000119312526057101/rmbs-20251231.htm\",\n \"key_takeaways\": [\n \"FY2025 revenue $721M (+8% YoY), gross margin 80%, operating income ~34% of revenue; strong cash generation with $786M cash and only $23M debt; customer concentration risk disclosed — Customer A = 37% of net sales (likely SK hynix or Samsung); DDR5 RCD product line leading growth, expanding into MRDIMM and client CKD chipset solutions; PCIe 7.0 IP and security IP cited as long-term growth drivers; share repurchase authorizations active ($300M remaining).\"\n ]\n },\n {\n \"form\": \"10-Q\",\n \"filed\": \"2026-04-28\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/917273/000119312526186931/rmbs-20260331.htm\",\n \"key_takeaways\": [\n \"Q1 FY2026 (ended March 31, 2026): Revenue $180.2M (+8% YoY), product revenue +15% YoY to $88M; gross margin ~79.7%; GAAP EPS $0.55/$0.63 non-GAAP (beat slightly); inventory increase to $58.4M from $44.1M (inventory build for supply chain resilience — doubles as risk factor if demand slows); no significant customer concentration changes disclosed.\"\n ]\n },\n {\n \"form\": \"8-K\",\n \"filed\": \"2026-04-29\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/917273/000119312526192210/d20390d8k.htm\",\n \"key_takeaways\": [\n \"CFO appointment: Sumeet Gagneja, effective April 29, 2026. Base salary $475K + target bonus 75% of base + RSU $1.625M + performance shares $1.625M + new hire RSU $3M = total ~$6.25M in equity grants. Background: divisional CFO AMD Data Center (Oct 2024–Apr 2026), CFO Flash Business at Western Digital (Sep 2022–Oct 2024). Experience directly relevant to RMBS memory interface business.\"\n ]\n },\n {\n \"form\": \"8-K\",\n \"filed\": \"2026-04-27\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/917273/000119312526182076/rmbs-20260427.htm\",\n \"key_takeaways\": [\n \"Q1 FY2026 earnings release: Revenue $180.2M, non-GAAP EPS $0.63; Q2 guidance of ~$198–203M revenue implies sequential growth.\"\n ]\n }\n ],\n \"options_context\": {\n \"expiries_examined\": [\n \"2026-05-15\"\n ],\n \"iv_summary\": \"Options chain data quality poor at time of fetch (near-zero IV on ITM calls, missing bid/ask). Flow aggregate shows bullish bias: put/call ratio 0.32, net call notional $315K vs put notional $146K — bull leaning but no whale blocks identified in near-term expiry.\",\n \"notable_skew_or_flow\": \"Modest bullish flow bias in weekly options; open interest concentrated at OTM calls (140 strike, 145) suggesting covered call writing likely dominant strategy by institutional holders. No significant new put positioning that would signal hedged concern.\"\n },\n \"competitive_landscape\": \"Rambus competes in memory interface chips primarily against IDT (Renesas), Montage Technology, and Samsung's internal solutions for RCDs; PCIe IP against Synopsys (DesignWare), Cadence, and ARM; security IP against ARM, Synopsys, and Rambus itself via a large patent portfolio. Key competitive moat is JEDEC standard compliance (DDR5/LPDDR5 compatibility) and deep signal integrity expertise required at 6400+ MT/s data rates in AI servers. Customer concentration risk is notable: disclosed Customer A = ~37% of net sales, likely SK hynix.\",\n \"key_risks\": [\n \"Supply chain/DRA M shortage: Baird cited tightening DRAM component supply as a specific headwind — RMBS is fabless, so chip shortages directly impact product revenue growth\",\n \"Customer concentration: ~37%+ of revenue from single customer (likely SK hynix) creates significant concentration risk if that customer's memory demand slows or they develop in-house alternatives\",\n \"Valuation at premium multiples: 35x forward P/E leaves no room for execution misses; any guidance cut would cause multiple compression, not just price correction\",\n \"AI cycle dependency: Revenue growth is tightly linked to AI infrastructure buildout — if hyperscaler capex slows, direct impact on memory interface demand\",\n \"MACD bearish cross (6 days ago) and 21% drawdown from highs in <2 weeks signals momentum breakdown\"\n ],\n \"what_the_market_might_be_missing\": \"Nothing material. The Q1 miss was small ($180.2M vs ~$178M expected), the Baird downgrade cited structural supply concerns rather than demand weakness — suggesting near-term pressure on gross margins if chip availability remains constrained, not a demand collapse. The CFO appointment brings relevant experience but is not itself a catalyst. No hidden filing revelations (10-K/10-Q were clean with standard disclosures).\",\n \"anti_signals_present\": [\n \"concentration\"\n ],\n \"sources\": [\n {\n \"label\": \"Rambus 10-K FY2025 (filed 2026-02-18)\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/917273/000119312526057101/rmbs-20251231.htm\"\n },\n {\n \"label\": \"Rambus Q1 FY2026 10-Q (filed 2026-04-28)\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/917273/000119312526186931/rmbs-20260331.htm\"\n },\n {\n \"label\": \"CFO Appointment 8-K (filed 2026-04-29)\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/917273/000119312526192210/d20390d8k.htm\"\n },\n {\n \"label\": \"Q1 Earnings Release 8-K (filed 2026-04-27)\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/917273/000119312526182076/rmbs-20260427.htm\"\n },\n {\n \"label\": \"Form 4 — CEO Luc Seraphin (April 1, 2026 RSU + sales)\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/917273/000119312526142587/xslF345X06/ownership.xml\"\n },\n {\n \"label\": \"Form 4 — Director Meera Rao (April 24, 2026 sale)\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/917273/000119312526181219/xslF345X06/ownership.xml\"\n },\n {\n \"label\": \"Form 4 — CFO Sumeet Gagneja (May 1, 2026 RSU grant)\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/917273/000119312526204675/xslF345X06/ownership.xml\"\n },\n {\n \"label\": \"Baird downgrade / DRAM supply squeeze article\",\n \"url\": \"https://www.proactiveinvestors.com/companies/news/1091356/rambus-shares-crater-after-revenue-miss-baird-warns-of-dram-supply-squeeze-1091356.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.", "completions": [ { "ts": "2026-05-08T07:06:41.121Z", "raw_content": "The user wants me to score the dossier for RMBS (Rambus Inc.) based on the provided rubric and decide whether to skip or draft a trade idea.\n\nLet's go through the scoring rubric:\n\nA. SMART-MONEY CLUSTER (max 25)\n- 0 insiders with open-market purchases. `insider_open_market_purchases_90d`: []\n- `insider_open_market_total_usd_90d`: 0\n- `material_insider_selling_90d_usd`: 446,000\n- Score: 0. (Penalty: -10? The rubric says \"Penalty: −10 pts if material insider SELLING > BUYING in dollars\". Here selling is 446k, buying is 0. So -10 pts. But scores can't go below 0 usually, or I'll just set it to 0.)\n- Smart Money: 0\n\nB. OPTIONS FLOW / UOA (max 10)\n- `notable_skew_or_flow`: \"Modest bullish flow bias in weekly options; open interest concentrated at OTM calls... No significant new put positioning...\"\n- `whale_call_blocks_otm`: 0\n- `bullish IV skew`: Not mentioned, IV data poor.\n- `net_dollar_bias_pct`: Not given, but net call notional $315K vs put $146K. Bias is bullish but not >30% sustained necessarily.\n- Score: 0 or 1. Let's give 0.\n\nC. CATALYST (max 25)\n- Next earnings: July 27, 2026. (More than 90 days from now? Wait, current date in context seems to be around May 2026 based on filings. Q1 FY26 ended March 31, 2026. Next earnings July 27, 2026. That's ~2.5 months away, so within 90 days.)\n- EPS surprise pattern: Prior 3 quarters within ±7%. Q1 beat slightly. Not >0% for last 4 quarters consistently. Score 0 for that.\n- Guidance raise: false.\n- Named catalysts: PCIe 7.0 IP announcement (May 5), HBM4/GDDR7 design wins.\n- Score: 5 pts for product catalyst / design wins. Let's say 5.\n\nD. MISPRICING (max 15)\n- Forward P/E: 34.89 vs sector median 25. (Premium, not discount)\n- EV/EBITDA: 42.77 vs sector median 20. (Premium)\n- FCF yield: 1.83% (<7%)\n- Score: 0.\n\nE. QUALITY (max 15)\n- ROIC: 18% (≥15%) -> 5 pts\n- Gross margin trend: 0 pp YoY (not expanding ≥3pp) -> 0\n- Net debt/EBITDA: -5.4 (net cash) -> 5 pts\n- Score: 10.\n\nF. MOMENTUM/TECHNICAL (max 10)\n- Above 50DMA: true -> 3 pts\n- Above 200DMA: true -> 3 pts (Wait, rubric says 3 pts for above both)\n- 12-1 momentum: null -> 0\n- RSI 14: 56 (in 40-65) -> 2 pts\n- MACD bullish cross: false -> 0\n- Score: 5 (or 6 if counting each separately, but rubric says \"3 pts: above both 50DMA and 200DMA\". I'll give 3.)\n\nTotal Score: 0 + 0 + 5 + 0 + 10 + 5 = 20.\nWait, let's double check the rubric points.\nA: 0\nB: 0\nC: 5\nD: 0\nE: 10\nF: 5\nSum = 20.\n\nRisk Class: Market cap is $13.7B -> \"core\" (> $5B).\nThresholds for Core:\n< 50 Skip.\nAlso, anti_signals_present: [\"concentration\"] -> Customer concentration > 30% (Customer A = 37%). This is a hard gate. \"Customer concentration > 30%\" -> Skip.\n\nEdge Check: \"Nothing material. The Q1 miss was small... valuation leaves little room for error...\". The dossier itself says \"Nothing material.\"\nVerdict: range_bound_or_income. Structure hints: cc, strangle.\nBut score is 20. Well below 60.\nAnti-signal gate applies: Customer concentration > 30%.\nI will skip.\n\nLet's calculate score breakdown carefully to match rubric:\nsmart_money: 0\noptions_flow: 0\ncatalyst: 5\nmispricing: 0\nquality: 10\ntechnical: 5\nTotal: 20.\n\nReason: Score is 20, well below the 60 threshold. Customer concentration risk (37% to a single buyer) triggers a hard anti-signal gate. Additionally, the stock trades at a significant premium to sector peers (35x forward P/E) with no insider buying and sparse near-term catalysts, offering no asymmetric edge or clear income structure setup that justifies the publication risk.\n\nCheck structure: I need to output exactly the skip JSON.\nFormat:\n{\n \"skip\": true,\n \"score\": 20,\n \"score_breakdown\": {\n \"smart_money\": 0,\n \"options_flow\": 0,\n \"catalyst\": 5,\n \"mispricing\": 0,\n \"quality\": 10,\n \"technical\": 5\n },\n \"reason\": \"Score is 20, well below the 60 threshold. Customer concentration risk (37% to a single buyer) triggers a hard anti-signal gate. Additionally, the stock trades at a significant premium to sector peers with no insider buying and sparse near-term catalysts, offering no asymmetric edge or clear income structure setup that justifies the publication risk.\"\n}\n\nWait, let's verify the technical score. Rubric says:\n3 pts: above both 50DMA and 200DMA\n4 pts: 12-1 month price return positive AND beating sector\n2 pts: RSI 14 in 40-65 zone\n1 pt: MACD bullish cross\nI gave 3 for above both, 2 for RSI. Total 5. Correct.\n\nQuality:\n5 pts: ROIC >= 15% (18% -> 5)\n5 pts: gross margin expanding >= 3pp (0 pp -> 0)\n5 pts: net debt/EBITDA <= 2x (-5.4 -> 5)\nTotal 10. Correct.\n\nCatalyst:\n10 pts: earnings within 90d AND last 4 quarters EPS surprise > 0% (No)\n8 pts: pending product launch / FDA / contract milestone (PCIe 7.0 announcement May 5, HBM4/GDDR7 design wins -> 5 pts)\n5 pts: guidance raise (false)\n5 pts: quantifiable sector tailwind (none explicit)\nTotal 5. Correct.\n\nMispricing: 0. Correct.\nSmart money: 0. Correct.\nOptions flow: 0. Correct.\n\nTotal 20.\n\nAnti-signal gate: \"Customer concentration > 30%\" is present. I will note it.\nThe 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.\"\nI will skip.\n\nOutput matches requirements.\nI will generate the JSON.\nOne minor check: market_cap is $13.7B, so risk_class is core. Threshold <50 is skip.\nAll good.\nProceed. \nOutput matches exactly.\nI will construct the JSON carefully.\nNo extra text.\nDone. \nLet's double check the exact keys required for skip:\n\"skip\": true,\n\"score\": ,\n\"score_breakdown\": { \"smart_money\": <0-25>, \"options_flow\": <0-10>, \"catalyst\": <0-25>, \"mispricing\": <0-15>, \"quality\": <0-15>, \"technical\": <0-10> },\n\"reason\": \"...\"\n\nAll matches.\nReady. \nOutput generation. \n(Self-Correction/Refinement during thought)\nWait, the prompt says: \"Penalty: −10 pts if material insider SELLING > BUYING in dollars\". I'll set smart_money to 0 (cannot be negative per rubric max 25, usually floors at 0). I'll just write 0.\nScore breakdown values are integers.\nReason is 1-2 sentences.\nEverything is solid.\nProceeds. \nOutput matches request. \n```json\n{\n \"skip\": true,\n \"score\": 20,\n \"score_breakdown\": {\n \"smart_money\": 0,\n \"options_flow\": 0,\n \"catalyst\": 5,\n \"mispricing\": 0,\n \"quality\": 10,\n \"technical\": 5\n },\n \"reason\": \"Score is 20, well below the 60 threshold. Customer concentration risk (37% of revenue to a single buyer) triggers a hard anti-signal gate. Additionally, the stock trades at a significant premium to sector peers with no insider buying and sparse near-term catalysts, offering no asymmetric edge or clear income structure setup that justifies the publication risk.\"\n}\n```\nMatches perfectly. No extra text. Done. \nProceeds. \n[Output Generation] -> *Self-Correction/Verification during generation prep*: \nCheck rubric for technical: \"3 pts: above both 50DMA and 200DMA\". I gave 3. Correct.\nCheck rubric for quality: \"5 pts: ROIC ≥ 15%\", \"5 pts: net debt / EBITDA ≤ 2x\". I gave 10. Correct.\nCheck rubric for catalyst: \"5 pts: pending product launch...\". I gave 5. Correct.\nTotal 20.\nAll good.\nOutput matches. \nProceeds. \n[Final Check of the Prompt]: \"OUTPUT ONLY VALID JSON. No surrounding prose, no markdown fences.\" -> I will output raw JSON without markdown code blocks to be strictly compliant, or use standard markdown if it's safer, but prompt says \"no markdown fences\". I will output raw JSON string.\nActually, it's safer to just output the JSON directly.\nI will produce exactly the JSON object.\nDone. \nProceeds. \n[Output Generation] -> *Self-Correction/Note*: The prompt says \"OUTPUT ONLY VALID JSON. No surrounding prose, no markdown fences.\" I will strictly follow that.\nReady. \n[Output] -> *Proceeds*\n\n\n{\n \"skip\": true,\n \"score\": 20,\n \"score_breakdown\": {\n \"smart_money\": 0,\n \"options_flow\": 0,\n \"catalyst\": 5,\n \"mispricing\": 0,\n \"quality\": 10,\n \"technical\": 5\n },\n \"reason\": \"Score is 20, well below the 60 threshold. Customer concentration risk (37% of revenue to a single buyer) triggers a hard anti-signal gate. Additionally, the stock trades at a significant premium to sector peers with no insider buying and sparse near-term catalysts, offering no asymmetric edge or clear income structure setup that justifies the publication risk.\"\n}", "cleaned_content": "{\n \"skip\": true,\n \"score\": 20,\n \"score_breakdown\": {\n \"smart_money\": 0,\n \"options_flow\": 0,\n \"catalyst\": 5,\n \"mispricing\": 0,\n \"quality\": 10,\n \"technical\": 5\n },\n \"reason\": \"Score is 20, well below the 60 threshold. Customer concentration risk (37% of revenue to a single buyer) triggers a hard anti-signal gate. Additionally, the stock trades at a significant premium to sector peers with no insider buying and sparse near-term catalysts, offering no asymmetric edge or clear income structure setup that justifies the publication risk.\"\n}", "tool_calls": null, "finish_reason": "stop" } ], "tool_results": [], "final_message": "{\n \"skip\": true,\n \"score\": 20,\n \"score_breakdown\": {\n \"smart_money\": 0,\n \"options_flow\": 0,\n \"catalyst\": 5,\n \"mispricing\": 0,\n \"quality\": 10,\n \"technical\": 5\n },\n \"reason\": \"Score is 20, well below the 60 threshold. Customer concentration risk (37% of revenue to a single buyer) triggers a hard anti-signal gate. Additionally, the stock trades at a significant premium to sector peers with no insider buying and sparse near-term catalysts, offering no asymmetric edge or clear income structure setup that justifies the publication risk.\"\n}", "tool_calls_total": 0, "walltime_ms": 40203, "stop_reason": "stop", "completed_at": "2026-05-08T07:06:41.122Z" }