{
  "model": "qwen/qwen3.6-35b-a3b",
  "started_at": "2026-05-19T16:02:54.929Z",
  "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\": <num> }. 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\": <num>, \"entry_zone_high\": <num>, \"shares_per_unit\": 100 },\n      \"csp\":          { \"strike\": <num>, \"expiry\": \"YYYY-MM-DD\", \"premium_target\": <num>, \"annualized_yield_pct\": <num>, \"if_assigned_basis\": <num> },\n      \"cc\":           { \"underlying_basis\": <num>, \"strike\": <num>, \"expiry\": \"YYYY-MM-DD\", \"premium_target\": <num>, \"if_called_return_pct\": <num> },\n      \"strangle\":     { \"call_strike\": <num>, \"put_strike\": <num>, \"expiry\": \"YYYY-MM-DD\", \"call_premium_target\": <num>, \"put_premium_target\": <num>, \"total_premium_target\": <num>, \"breakeven_high\": <num>, \"breakeven_low\": <num>, \"annualized_yield_pct\": <num>, \"max_loss_note\": \"...\" },\n      \"naked_put\":    { \"strike\": <num>, \"expiry\": \"YYYY-MM-DD\", \"premium_target\": <num>, \"annualized_yield_pct\": <num>, \"max_loss_per_contract\": <num>, \"margin_estimate_per_contract\": <num>, \"warning\": \"...\" },\n      \"naked_call\":   { \"strike\": <num>, \"expiry\": \"YYYY-MM-DD\", \"premium_target\": <num>, \"annualized_yield_pct\": <num>, \"max_loss\": \"UNLIMITED\", \"warning\": \"...\" }\n    },\n    \"entry\": {\n      \"price_at_idea\": <last_close from dossier>,\n      \"conditions\": \"How/when to enter — e.g., 'Open starter on pullback to MA50.'\"\n    },\n    \"exit\": {\n      \"target_price\": <num or null for options structures>,\n      \"time_horizon_months\": <int 3-12>,\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\": \"AVGO\",\n  \"company\": \"Broadcom Inc.\",\n  \"investigation_summary\": \"Broadcom is a $1.9T market cap semiconductor and infrastructure software conglomerate riding a massive AI custom silicon wave — it signed a landmark Long Term Agreement with Google for custom TPUs and networking components (through 2031) and an expanded Anthropic compute capacity deal in April 2026, while Q1 FY2026 delivered +29% YoY revenue growth driven by AI networking. The stock recently hit $439.79 (May 14), ~7.4% above current levels; forward P/E of 22x is expensive relative to semi peers, and IV on near-term options is elevated (~59%). Multiple analyst upgrades and price target raises have occurred in the past two weeks. At/near all-time highs with compressed DTE into earnings (June 3 = expiration), this is not a mispriced setup — it is a fully-valued mega-cap with an imminent binary event.\",\n  \"verdict\": \"range_bound_or_income\",\n  \"confidence_in_data\": 5,\n  \"structure_hints\": [\n    \"cc\",\n    \"strangle\",\n    \"csp\"\n  ],\n  \"business_snapshot\": \"Broadcom Inc. designs, develops and supplies semiconductor devices (custom AI accelerators/XPUs, Ethernet switching/routing silicon, RF filters, PCIe switches) and infrastructure software (VMware Cloud Foundation, mainframe, cybersecurity) globally. The company operates two segments: Semiconductor Solutions (65% of Q1 revenue at $12.5B, +52% YoY) and Infrastructure Software (35% at $6.8B, flat). AI is the primary growth driver — hyperscaler demand for custom silicon, Ethernet networking fabrics for AI clusters, and rack-level systems. Key customer concentrations include a single distributor accounting for 42% of Q1 net revenue. The company outsources most wafer fabrication to TSMC while retaining III-V fab capabilities (FBAR filters). Long-term agreements with Google (through 2031) and Anthropic (~3.5 GW TPU compute capacity starting 2027) provide visible multi-year revenue visibility.\",\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\": 0,\n      \"notable_13f_holders\": [\n        \"pending — v2\"\n      ],\n      \"politician_recent_buys\": [\n        \"pending — v2\"\n      ]\n    },\n    \"catalyst\": {\n      \"next_earnings_date\": \"2026-06-03\",\n      \"recent_eps_surprise_pattern\": \"Q1 FY2026: EPS $1.50 vs estimate $2.02 (miss likely due to classification recharacterization of upfront license revenue). Q4 FY2025: beat; Q3 FY2025: beat +4.38%; Q2 FY2025: beat +1.60%. Consistent small positive surprises.\",\n      \"guidance_raise_in_last_90d\": true,\n      \"named_catalysts\": [\n        {\n          \"type\": \"earnings\",\n          \"description\": \"Q2 FY2026 earnings June 3, 2026 — EPS estimate $2.39 on revenue ~$22B; AI networking and custom silicon momentum expected to drive guidance raise\",\n          \"date_or_window\": \"2026-06-03\",\n          \"source_urls\": [\n            \"https://www.sec.gov/Archives/edgar/data/1730168/000119312526144028/d87999d8k.htm\"\n          ],\n          \"directional_bias\": \"bullish\"\n        },\n        {\n          \"type\": \"product\",\n          \"description\": \"Long Term Agreement with Google for custom TPU development and supply + Supply Assurance Agreement for networking components through 2031; Anthropic expanded collaboration (~3.5 GW compute capacity from 2027)\",\n          \"date_or_window\": \"Announced April 6, 2026\",\n          \"source_urls\": [\n            \"https://www.sec.gov/Archives/edgar/data/1730168/000119312526144028/d87999d8k.htm\"\n          ],\n          \"directional_bias\": \"bullish\"\n        },\n        {\n          \"type\": \"guidance\",\n          \"description\": \"TD Cowen raised PT to $500 (May 15); UBS raised PT despite cutting near-term estimates; Jefferies added AVGO as top pick (May 19). AI revenue surging 140% in Q2 cited by multiple analysts.\",\n          \"date_or_window\": \"May 2026\",\n          \"source_urls\": [\n            \"https://finance.yahoo.com/markets/stocks/articles/td-cowen-raises-pt-broadcom-200000293.html\"\n          ],\n          \"directional_bias\": \"bullish\"\n        }\n      ]\n    },\n    \"mispricing\": {\n      \"forward_pe\": 22.43,\n      \"sector_median_forward_pe\": null,\n      \"ev_to_ebitda\": 54.91,\n      \"sector_median_ev_to_ebitda\": null,\n      \"fcf_yield_pct\": 1.32,\n      \"sotp_gap_pct\": null,\n      \"narrative\": \"At 22x forward P/E and ~55x EV/EBITDA, AVGO is fully priced for exceptional AI growth already reflected in the stock's +88% run from 52-week low ($226) to near-52w high ($442). The Google TPU deal provides multi-year revenue visibility but is not a surprise re-rating catalyst — it was largely anticipated. No valuation gap vs. intrinsic value exists at current levels.\"\n    },\n    \"quality\": {\n      \"roic_pct\": null,\n      \"gross_margin_trend_pp_yoy\": \"Q1 FY2026 gross margin 68% flat YoY despite massive revenue growth; FY2025: ~67%. Stable high-margin profile.\",\n      \"net_debt_to_ebitda\": 4.87,\n      \"balance_sheet_grade\": \"B\"\n    },\n    \"technical\": {\n      \"above_50dma\": true,\n      \"above_200dma\": true,\n      \"rsi_14\": 51.5,\n      \"macd_recent_bullish_cross\": false,\n      \"12_1_momentum_vs_sector_pct\": null\n    }\n  },\n  \"price_context\": {\n    \"last_close\": 409.45,\n    \"ytd_return_pct\": 21.91,\n    \"from_52w_high_pct\": -7.43\n  },\n  \"filings_reviewed\": [\n    {\n      \"form\": \"10-K\",\n      \"filed\": \"2025-12-18\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1730168/000173016825000121/avgo-20251102.htm\",\n      \"key_takeaways\": [\n        \"FY2025 revenue $68.3B (+29.5% YoY), net income $13.1B; semiconductor segment 55% of revenue, infrastructure software 45%; AI/custom silicon noted as primary growth driver; top 5 end customers ~40% of revenue; major customer concentration risk disclosed; significant goodwill ($97.8B) and intangible assets post-VMware acquisition\"\n      ]\n    },\n    {\n      \"form\": \"10-Q\",\n      \"filed\": \"2026-03-11\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1730168/000173016826000016/avgo-20260201.htm\",\n      \"key_takeaways\": [\n        \"Q1 FY2026: revenue $19.3B (+29% YoY), EPS $1.50 diluted; semiconductor solutions +52% to $12.5B driven by AI networking/custom accelerators; infrastructure software flat at $6.8B; gross margin 68%; operating income $8.6B (+37%); RPU reclassification of upfront license revenue from subscriptions to products; remaining performance obligations ~$45B (33% expected within 12 months); stock-based comp jumped to $2.18B vs $1.28B YoY due to Two-Year Equity Awards\"\n      ]\n    },\n    {\n      \"form\": \"8-K\",\n      \"filed\": \"2026-04-06\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1730168/000119312526144028/d87999d8k.htm\",\n      \"key_takeaways\": [\n        \"Google LTA for custom TPUs + Supply Assurance Agreement through 2031; Anthropic expanded collaboration — ~3.5 GW TPU compute capacity from 2027 (contingent on Anthropic commercial success); both are material multi-year revenue visibility anchors\"\n      ]\n    },\n    {\n      \"form\": \"8-K\",\n      \"filed\": \"2026-04-02\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1730168/000119312526140574/d109450d8k.htm\",\n      \"key_takeaways\": [\n        \"CFO transition: Kirsten Spears retiring June 12, 2026; Amie Thuener (Alphabet VP/Corp Controller) succeeding — starts May 4, assumes CFO role June 12. Transition is orderly but adds noise into the earnings report window.\"\n      ]\n    },\n    {\n      \"form\": \"8-K\",\n      \"filed\": \"2026-04-21\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1730168/000173016826000039/avgo-20260420.htm\",\n      \"key_takeaways\": [\n        \"2026 Annual Meeting: all 8 director nominees elected; PwC ratified as auditor; executive comp advisory vote passed but with notable dissent (Harry L. You had 954M votes against)\"\n      ]\n    }\n  ],\n  \"options_context\": {\n    \"expiries_examined\": [\n      \"2026-06-05\"\n    ],\n    \"iv_summary\": \"ATM IV at June 5 expiry (~16 DTE): ~58-59% — elevated for a mega-cap, reflecting earnings gamma risk. OTM calls at $420 (2.6% OTM) show V/OI of 4.9x with massive volume (4,667 contracts vs 950 OI), suggesting heavy call-buying speculation into the event.\",\n    \"notable_skew_or_flow\": \"Strong bullish directional bias in options: net dollar call flow +$10.86M (70.8% of total). Notable whale blocks include $420c (4,667 vol, V/OI=4.9x — new positioning), $430c, and deep OTM calls at $630/$620 (V/OI>6-33x) suggesting speculative upside bets. Put OI concentrated at $340-$385 strikes providing downside buffer but not aggressive hedging.\"\n  },\n  \"competitive_landscape\": \"Broadcom competes with Nvidia (AI GPUs/inference), Marvell (custom silicon), Arista Networks (Ethernet switching for AI clusters), and in software against VMware's legacy competitors and cloud-native providers. Its moat is vertical integration of custom ASIC design capability + Ethernet networking + VMware infrastructure software — a unique combination among pure-play semis. Customer concentration (one distributor = 42% Q1 revenue) and TSMC foundry dependency are structural risks.\",\n  \"key_risks\": [\n    \"Customer concentration: one semiconductor solutions customer/distributor accounts for 42% of total net revenue; loss would be material\",\n    \"Geopolitical: heavy reliance on TSMC manufacturing in Taiwan; potential blockade/disruption scenarios could severely impact supply\",\n    \"High valuation multiples (22x P/E, 55x EV/EBITDA) leave little room for execution misses\",\n    \"CFO transition coinciding with earnings event — orderly but introduces near-term operational uncertainty\",\n    \"Aggressive stock repurchases ($7.85B in Q1 FY2026 alone) are a primary capital allocation priority, limiting optionality on organic investment\",\n    \"Anticipated ~$5.9B amortization of intangibles in H2 2026 impacts reported earnings quality\"\n  ],\n  \"what_the_market_might_be_missing\": \"The LSEG renewal (May 19) under a new five-year VMware Cloud Foundation agreement and the Google TPU/Supply Assurance long-term deal are concrete multi-year revenue anchors that extend well beyond FY2026, yet the stock trades essentially flat over these announcements — suggesting the market is already discounting them into the current valuation. There is no apparent mispricing gap: AVGO appears correctly valued for a high-quality compounder at 22x AI-augmented earnings with ~30% growth.\",\n  \"anti_signals_present\": [\n    \"concentration\",\n    \"dilution\"\n  ],\n  \"sources\": [\n    {\n      \"label\": \"FY2025 10-K Annual Report\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1730168/000173016825000121/avgo-20251102.htm\"\n    },\n    {\n      \"label\": \"Q1 FY2026 10-Q\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1730168/000173016826000016/avgo-20260201.htm\"\n    },\n    {\n      \"label\": \"Google LTA / Anthropic 8-K (April 6, 2026)\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1730168/000119312526144028/d87999d8k.htm\"\n    },\n    {\n      \"label\": \"CFO Transition 8-K (March 30/April 2, 2026)\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1730168/000119312526140574/d109450d8k.htm\"\n    },\n    {\n      \"label\": \"Q1 FY2026 Earnings Release 8-K (March 4, 2026)\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1730168/000173016826000011/avgo-20260304.htm\"\n    },\n    {\n      \"label\": \"Annual Meeting Results 8-K (April 21, 2026)\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1730168/000173016826000039/avgo-20260420.htm\"\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 <think>...</think> reasoning blocks — they eat the output token\nbudget and produce truncated, unparseable decisions.",
  "completions": [
    {
      "ts": "2026-05-19T16:03:30.284Z",
      "raw_content": "<think>The user wants me to score the dossier for AVGO and decide whether to skip or draft.\nI need to follow the scoring rubric, risk class, thresholds, anti-signal gates, edge check, and structure selection carefully.\n\nLet's score AVGO based on the provided dossier.\nRisk Class: market_cap is $1.9T -> \"core\"\n\nA. SMART-MONEY CLUSTER (max 25)\n- insider_open_market_purchases_90d: [] (0)\n- distinct_insider_buyers_90d: 0\n- material_insider_selling_90d_usd: 0\n- notable_13f_holders: [\"pending — v2\"] (no data)\n- politician_recent_buys: [\"pending — v2\"] (no data)\nScore: 0\n\nB. OPTIONS FLOW / UOA (max 10)\n- whale_call_blocks_otm: $420c (4,667 vol), $430c, deep OTM $630/$620. \"Strong bullish directional bias in options: net dollar call flow +$10.86M (70.8% of total).\"\n- flow_directional_bias: bullish\n- flow_strength: strong (70.8% call flow)\n- bullish IV skew: ATM IV ~59%, elevated due to earnings.\n- net_dollar_bias_pct: 70.8% > 30%\n- large OI building: $420c V/OI=4.9x\nScore: 4 (whale calls) + 2 (net dollar bias) + 1 (large OI) = 7. (Maybe 3 for IV skew? Let's stick to 7 or 8. I'll give 7.)\n\nC. CATALYST (max 25)\n- next_earnings_date: 2026-06-03 (within 90 days)\n- last 4 quarters' EPS surprise: Q1 miss, Q4 beat, Q3 beat, Q2 beat. Not all > 0%. So 0 pts for the exact rule? The rule says \"last 4 quarters' EPS surprise > 0%\". Q1 missed. So maybe 0 here. But guidance raise in last 90d: +5 pts.\n- named_catalysts: Earnings June 3, Google LTA, guidance raise.\nLet's score strictly: 5 pts for guidance raise. Earnings within 90 days but missed the 4-quarter rule. I'll give 5.\nWait, the rubric says: \"10 pts: earnings within 90 days AND last 4 quarters' EPS surprise > 0%\". It missed. So 0 for that.\n\"5 pts: recent guidance raise\" -> 5.\nTotal C: 5.\n\nD. MISPRICING (max 15)\n- forward P/E: 22.43. \"fully priced for exceptional AI growth\". No gap.\n- EV/EBITDA: 54.91. Fully priced.\n- FCF yield: 1.32%. Not >= 7%.\n- SOTP gap: null.\nScore: 0.\n\nE. QUALITY (max 15)\n- ROIC: null.\n- Gross margin trend: flat YoY (68%). Not expanding >= 3pp.\n- Net debt / EBITDA: 4.87. > 2x.\nScore: 0.\n\nF. MOMENTUM/TECHNICAL (max 10)\n- above 50DMA: true (3 pts)\n- above 200DMA: true (already counted? rubric says 3 pts for above both)\n- 12-1 month momentum: null.\n- RSI 14: 51.5 (in 40-65 zone) -> 2 pts.\n- MACD bullish cross: false.\nScore: 3 + 2 = 5.\n\nTotal Score: 0 + 7 + 5 + 0 + 0 + 5 = 17.\n\nAnti-Signal Gates:\n\"anti_signals_present\": [\"concentration\", \"dilution\"]\n- concentration: one customer/distributor = 42% of Q1 revenue. Gate says \"Customer concentration > 30%\". This triggers the gate.\n- dilution: \"Aggressive stock repurchases... limiting optionality\" or \"convertible/warrant overhang\"? The gate says \"Customer concentration > 30%\". This is a hard gate.\nAlso, the dossier says \"At/near all-time highs with compressed DTE into earnings... not a mispriced setup\".\nEdge check: \"What does this idea say that the market doesn't already know?\" The market has already priced in the Google deal and AI growth. No edge.\n\nGiven the score is 17 (< 50), it's a clear skip.\nI will output the skip JSON.\n\nLet's double check the scoring to be safe.\nA: 0\nB: 7 (whale calls 4, net dollar bias 2, large OI 1)\nC: 5 (guidance raise)\nD: 0\nE: 0\nF: 5 (above DMAs 3, RSI 2)\nTotal: 17.\n\nRisk class: core.\nThresholds: < 50 Skip.\nAnti-signal: concentration > 30% triggers skip.\nReason: \"AVGO trades at premium multiples (22x Fwd P/E, 55x EV/EBITDA) with no valuation gap, lacks insider buying, and triggers a customer concentration anti-signal gate (>30%), making it a fully-priced mega-cap with no asymmetric edge.\"\n\nCheck structure: The prompt says \"If you skip — output exactly: { \"skip\": true, \"score\": ..., \"score_breakdown\": ..., \"reason\": ... }\"\nI will format it exactly.\nAll numbers from dossier.\nReady. \nOne minor point: The prompt says \"Cap at 25 even if components add to more.\" for Catalyst. I gave 5.\nFor Technical: \"3 pts: above both 50DMA and 200DMA\" -> I'll give 3. \"2 pts: RSI 14 in 40-65 zone\" -> 2. Total 5.\nOptions: \"4 pts: whale_call_blocks_otm >= 2\" -> 4. \"2 pts: net_dollar_bias_pct > 30\" -> 2. \"1 pt: large OI building\" -> 1. Total 7.\nTotal = 17.\nMatches skip criteria.\nOutput matches schema.\nProceed. \nI will construct the JSON carefully.\nNo extra text.\nDone. \nLet's verify the anti-signal gate wording: \"Customer concentration > 30%\" -> dossier says \"one distributor accounting for 42% of Q1 net revenue.\" This triggers it.\nScore breakdown: smart_money: 0, options_flow: 7, catalyst: 5, mispricing: 0, quality: 0, technical: 5.\nScore: 17.\nReason: AVGO trades at premium multiples with no valuation gap, lacks insider buying, and triggers the customer concentration anti-signal gate (>30%), making it a fully-priced mega-cap with no asymmetric edge.\nMatches perfectly.\nOutput matches request.\nProceed. \nOne thing: The prompt says \"Cap at 15\" for mispricing, \"Cap at 25\" for catalyst. I'm well under caps.\nAll good.\nOutput generation. \n```json\n{\n  \"skip\": true,\n  \"score\": 17,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 7,\n    \"catalyst\": 5,\n    \"mispricing\": 0,\n    \"quality\": 0,\n    \"technical\": 5\n  },\n  \"reason\": \"AVGO trades at premium multiples (22x Fwd P/E, 55x EV/EBITDA) with no valuation gap, lacks insider buying, and triggers the customer concentration anti-signal gate (>30%), making it a fully-priced mega-cap with no asymmetric edge.\"\n}\n```\nWait, let's verify the options flow scoring carefully.\n\"whale_call_blocks_otm ≥ 2 with flow_directional_bias = bullish and flow_strength ∈ {moderate, strong}\" -> +4\n\"net_dollar_bias_pct > 30\" -> +2\n\"large OI building at a defended price level\" -> +1\nTotal 7. Correct.\n\nTechnical:\n\"above both 50DMA and 200DMA\" -> +3\n\"RSI 14 in 40-65 zone\" -> +2\nTotal 5. Correct.\n\nCatalyst:\n\"recent guidance raise (last 90 days)\" -> +5\nTotal 5. Correct.\n\nTotal 17.\nSkip is correct.\nOutput matches exactly.\nProceeds. \nOne detail: The prompt says \"If you skip — output exactly: { ... }\". I will output just the JSON.\nAll good. \nFinal check of the prompt: \"OUTPUT ONLY VALID JSON. No surrounding prose, no markdown fences.\"\nI will ensure no markdown fences.\nDone. \nOutput matches. \nProceeding. \n[Self-Correction/Refinement during thought]\nWait, the prompt says \"OUTPUT ONLY VALID JSON. No surrounding prose, no markdown fences.\"\nI will strictly follow that.\nThe JSON structure is correct.\nScore breakdown matches rubric keys.\nReason is concise.\nReady. \nOutput matches request.\nProceeds. \n[Output Generation] -> *Proceeds*\n</think>\n\n{\n  \"skip\": true,\n  \"score\": 17,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 7,\n    \"catalyst\": 5,\n    \"mispricing\": 0,\n    \"quality\": 0,\n    \"technical\": 5\n  },\n  \"reason\": \"AVGO trades at premium multiples (22x Fwd P/E, 55x EV/EBITDA) with no valuation gap, lacks insider buying, and triggers the customer concentration anti-signal gate (>30%), making it a fully-priced mega-cap with no asymmetric edge.\"\n}",
      "cleaned_content": "{\n  \"skip\": true,\n  \"score\": 17,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 7,\n    \"catalyst\": 5,\n    \"mispricing\": 0,\n    \"quality\": 0,\n    \"technical\": 5\n  },\n  \"reason\": \"AVGO trades at premium multiples (22x Fwd P/E, 55x EV/EBITDA) with no valuation gap, lacks insider buying, and triggers the customer concentration anti-signal gate (>30%), making it a fully-priced mega-cap with no asymmetric edge.\"\n}",
      "tool_calls": null,
      "finish_reason": "stop"
    }
  ],
  "tool_results": [],
  "final_message": "{\n  \"skip\": true,\n  \"score\": 17,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 7,\n    \"catalyst\": 5,\n    \"mispricing\": 0,\n    \"quality\": 0,\n    \"technical\": 5\n  },\n  \"reason\": \"AVGO trades at premium multiples (22x Fwd P/E, 55x EV/EBITDA) with no valuation gap, lacks insider buying, and triggers the customer concentration anti-signal gate (>30%), making it a fully-priced mega-cap with no asymmetric edge.\"\n}",
  "tool_calls_total": 0,
  "walltime_ms": 35355,
  "stop_reason": "stop",
  "completed_at": "2026-05-19T16:03:30.284Z"
}