{
  "model": "qwen/qwen3.6-35b-a3b",
  "started_at": "2026-05-08T08:09:22.135Z",
  "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\": \"IBP\",\n  \"company\": \"Installed Building Products, Inc.\",\n  \"investigation_summary\": \"IBP reported Q1 2026 results on May 7 that missed estimates (EPS $1.79 vs. ~$2.00 expected; revenue -3.5% YoY at $660.5M), triggering a catastrophic single-day price collapse of approximately 27.5% from ~$300 to ~$217 — the lowest close in over a year and roughly 38% off its 52-week high of $349. The stock is deeply oversold technically (RSI 29, below both 50- and 200-DMAs) with bearish MACD confirming downward momentum. Insiders have been consistent net sellers over the trailing period: CEO Jeffrey Edwards orchestrated a 400,000-share block trade at ~$314 in March (worth ~$125M), CFO Michael Miller's recent Form 4 activity was a charitable gift of shares rather than an open-market purchase, and multiple directors/executives sold into strength throughout 2025-2026 with essentially zero buying. Options flow is moderately bearish (put/call ratio 1.35, net put bias -17%). The underlying business remains high-quality on ROIC (38%), margin stability, and balance sheet liquidity, but faces a genuine cyclical headwind from depressed single-family housing starts and weak homebuilder sentiment. No near-term re-rating catalyst exists; the macro environment for residential construction remains challenged with mortgage rate uncertainty and cautious builder behavior. Given that IBP is neither cheap enough to be mispriced nor positioned for an imminent upside re-rate, but elevated IV post-crash makes a structured income strategy viable.\",\n  \"verdict\": \"range_bound_or_income\",\n  \"confidence_in_data\": 4,\n  \"structure_hints\": [\n    \"cc\",\n    \"csp\",\n    \"strangle\"\n  ],\n  \"business_snapshot\": \"Installed Building Products operates as the second-largest insulation installer in the U.S. residential new-construction market (by company estimates), with three reportable segments: Installation (the core business, representing majority of revenue), Distribution (selling materials to contractors and homeowners), and Manufacturing Operations (producing fiberglass batts). The company's ~10,400 employees serve single-family builders across 42 states via a highly decentralized branch model acquired through M&A. Revenue was $2.95B in FY2025 with -3% YoY decline reflecting housing market softness; however, the company has demonstrated consistent ability to grow margins and returns even in down cycles — gross margin held at ~33.9%, operating margin at 8.7%. The balance sheet carries significant leverage (debt/equity of 177%) but is manageable given $474M in cash and strong free cash flow generation ($317M FCF). IBP serves a highly fragmented customer base with no single customer representing more than ~10% of revenue, providing insulation product concentration risk that the company has partially mitigated by expanding into adjacent install categories (garage doors, shower enclosures, waterproofing, gutters) via acquisition.\",\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\": 125600000,\n      \"notable_13f_holders\": [\n        \"pending — v2\"\n      ],\n      \"politician_recent_buys\": [\n        \"pending — v2\"\n      ]\n    },\n    \"catalyst\": {\n      \"next_earnings_date\": \"2026-07-31 (Q2 2026 estimate)\",\n      \"recent_eps_surprise_pattern\": \"Q1 2026: EPS miss of -14.25%, revenue -1% vs. consensus; prior Q3/Q4 2025 both beat by +16-23% — the recent negative surprise breaks a positive trend and reflects accelerating macro headwinds\",\n      \"guidance_raise_in_last_90d\": false,\n      \"named_catalysts\": [\n        {\n          \"type\": \"earnings\",\n          \"description\": \"Q1 2026 miss confirms residential housing slowdown is materially impacting insulation installation volumes. No guidance provided in press release.\",\n          \"date_or_window\": \"May 7, 2026\",\n          \"source_urls\": [\n            \"https://www.sec.gov/Archives/edgar/data/1580905/000162828026031702/ibp-20260507.htm\"\n          ],\n          \"directional_bias\": \"bearish\"\n        },\n        {\n          \"type\": \"sector\",\n          \"description\": \"Single-family permits at lowest level since March 2023; NAHB/Weyerhaeuser housing market index deeply negative through Q1 2026. No near-term catalyst for improvement given tariff and mortgage rate uncertainty.\",\n          \"date_or_window\": \"Ongoing 2026\",\n          \"source_urls\": [\n            \"https://finance.yahoo.com/markets/stocks/articles/weather-hit-residential-insulation-might-170525305.html\"\n          ],\n          \"directional_bias\": \"bearish\"\n        }\n      ]\n    },\n    \"mispricing\": {\n      \"forward_pe\": 17.96,\n      \"sector_median_forward_pe\": null,\n      \"ev_to_ebitda\": 13.49,\n      \"sector_median_ev_to_ebitda\": null,\n      \"fcf_yield_pct\": 5.42,\n      \"sotp_gap_pct\": null,\n      \"narrative\": \"At ~$217, IBP trades at 18x forward EPS — a meaningful compression from the pre-earnings price of ~$300 (which implied ~23x). The stock is down 38% from its 52-week high but appears fairly valued relative to peers given earnings growth guidance is essentially flat for FY2026 (+8.7% next year), and housing cycle recovery timing remains uncertain.\"\n    },\n    \"quality\": {\n      \"roic_pct\": 38.36,\n      \"gross_margin_trend_pp_yoy\": null,\n      \"net_debt_to_ebitda\": 1.85,\n      \"balance_sheet_grade\": \"B+\"\n    },\n    \"technical\": {\n      \"above_50dma\": false,\n      \"above_200dma\": false,\n      \"rsi_14\": 29,\n      \"macd_recent_bullish_cross\": false,\n      \"12_1_momentum_vs_sector_pct\": null\n    }\n  },\n  \"price_context\": {\n    \"last_close\": 216.92,\n    \"ytd_return_pct\": -17.15,\n    \"from_52w_high_pct\": 37.86\n  },\n  \"filings_reviewed\": [\n    {\n      \"form\": \"10-K\",\n      \"filed\": \"2026-02-26\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1580905/000158090526000004/ibp-20251231.htm\",\n      \"key_takeaways\": [\n        \"FY2025 revenue $2.95B (-3% YoY); insulation product concentration risk disclosed (material revenue line item); customer base highly fragmented; 5.75% Senior Notes due 2028 refinanced with 5.625% notes due 2034 in January 2026; significant interest rate swap hedging program for floating-rate debt; ROIC of ~38%; Carolina Precision Fibers acquisition completed September 2025 expanding manufacturing footprint\",\n        \"Key risk factors include: housing market dependence, mortgage rate sensitivity, weather-related volume fluctuations, material price volatility, high fragmentation and competitive intensity\"\n      ]\n    },\n    {\n      \"form\": \"10-Q\",\n      \"filed\": null,\n      \"url\": null,\n      \"key_takeaways\": [\n        \"Q1 2026 earnings data available via 8-K press release only — full 10-Q not yet filed; Q1 results confirmed -14.25% EPS miss and revenue decline of ~3.5% YoY\"\n      ]\n    },\n    {\n      \"form\": \"8-K\",\n      \"filed\": \"2026-05-07\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1580905/000162828026031702/ibp-20260507.htm\",\n      \"key_takeaways\": [\n        \"Q1 2026 results: non-GAAP EPS $1.79 (vs est. ~$2.00), revenue $660.5M vs estimate $668.9M; Q dividend declared at $0.39/share payable June 30, 2026\"\n      ]\n    },\n    {\n      \"form\": \"4\",\n      \"filed\": \"2026-03-03\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1580905/000162828026014669/xslF345X05/wk-form4_1772660274.xml\",\n      \"key_takeaways\": [\n        \"CEO Jeffrey Edwards sold 400,000 shares at $314.06 via PJAM IBP Holdings block trade (Rule 144 secondary). Also entered into forward sale contracts at same reference price — indicates hedging against future share delivery obligations under prepaid variable forwards from prior years.\"\n      ]\n    }\n  ],\n  \"options_context\": {\n    \"expiries_examined\": [\n      \"2026-05-15\",\n      \"2026-06-18\",\n      \"2026-07-17\",\n      \"2026-09-18\",\n      \"2026-12-18\"\n    ],\n    \"iv_summary\": \"Post-crash IV is elevated for the near-term expiries due to single-day collapse. ATM and near-ATM strikes show IV in the 30-55% range on OTM puts; June/July expirations are liquid enough for spread structures.\",\n    \"notable_skew_or_flow\": \"Put/call ratio of 1.35 with net -$76K directional dollar bias toward puts suggests hedging activity or speculative put buying, not a bullish signal. Top open interest strikes at $280 (7 puts) and $270 (4 puts) suggest traders are targeting downside protection below recent support.\"\n  },\n  \"competitive_landscape\": \"IBP competes against dozens of regional insulation installers in an extremely fragmented industry (~1,600+ companies per IBISWorld). Key competitors includeBuilders FirstSource (which has vertical integration into distribution), TopBuild Corp. (another national installer via its Service Champions brand), and USG Corporation for materials. IBP's competitive advantage is geographic density through M&A consolidation and local builder relationships; however, the fragmented market also means pricing pressure intensifies during housing downturns as smaller competitors fight for fewer starts.\",\n  \"key_risks\": [\n    \"Residential housing cycle may remain depressed into 2027 given mortgage rate headwinds and affordability constraints\",\n    \"Revenue declined -3.5% YoY in Q1 — negative earnings growth trend may persist through FY2026\",\n    \"High leverage (debt/equity 177%) creates refinancing risk if FCF deteriorates materially\",\n    \"Insulation product concentration: insulation still represents majority of revenue; weather-sensitive business with seasonal volatility\",\n    \"CEO and multiple insiders have been consistent net sellers over the trailing period — absence of insider buying is a notable signal\",\n    \"No named near-term catalyst to re-rate stock; analyst consensus target of $289 implies ~33% upside but no clear path to that level in 3-6 months\"\n  ],\n  \"what_the_market_might_be_missing\": \"The CEO's prepaid variable forward contracts (established September/November 2023, May 2024) with a reference price of $314.06 suggest he hedged approximately 700,000 shares ahead of what appears to be a known macro slowdown — these were amended in August 2025 and again March 2026 at the same strike price, implying the counterparty (likely a major investment bank) is now holding short positions against those forwards that may need to be unwound as they settle. The block trade sale was specifically timed to raise cash to collateralize or unwind these instruments. This pattern of pre-hedging by the CEO does not indicate imminent bullish conviction from management, but it also suggests the company has been managing this cycle deliberately rather than being caught surprised.\",\n  \"anti_signals_present\": [\n    \"dilution\",\n    \"concentration\"\n  ],\n  \"sources\": [\n    {\n      \"label\": \"Q1 2026 Earnings 8-K\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1580905/000162828026031702/ibp-20260507.htm\"\n    },\n    {\n      \"label\": \"FY2025 10-K\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1580905/000158090526000004/ibp-20251231.htm\"\n    },\n    {\n      \"label\": \"CEO Form 4 (block trade sale)\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1580905/000162828026014669/xslF345X05/wk-form4_1772660274.xml\"\n    },\n    {\n      \"label\": \"CFO Form 4 (charitable gift)\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1580905/000162828026016870/xslF345X05/wk-form4_1773261750.xml\"\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": "2026-05-08T08:09:52.301Z",
      "raw_content": "<think>The user wants me to score the dossier for IBP and decide whether to skip or draft.\nI will follow the scoring rubric step-by-step.\n\nA. SMART-MONEY CLUSTER (max 25)\n- Insider open market purchases 90d: 0\n- CEO/CFO buy: false\n- Material insider selling > buying: $125.6M selling. Penalty: -10 pts.\n- Score: 0 (or -10, but min is 0). Let's say 0.\n\nB. OPTIONS FLOW / UOA (max 10)\n- Put/call ratio 1.35, net put bias -17%. Bearish flow.\n- No bullish IV skew.\n- Score: 0.\n\nC. CATALYST (max 25)\n- Next earnings: 2026-07-31 (Q2 2026). > 90 days? Actually it's ~2.5 months away. But EPS surprise pattern is negative recently. So 0 for earnings.\n- No product launch/FDA.\n- No guidance raise.\n- No quantifiable sector tailwind (housing is weak).\n- Score: 0.\n\nD. MISPRICING (max 15)\n- Forward P/E: 17.96. Sector median null. Can't score.\n- EV/EBITDA: 13.49. Sector median null. Can't score.\n- FCF yield: 5.42%. < 7%. 0.\n- SOTP gap: null.\n- Score: 0.\n\nE. QUALITY (max 15)\n- ROIC: 38.36% -> 5 pts.\n- Gross margin trend: null. 0.\n- Net debt/EBITDA: 1.85 <= 2x -> 5 pts.\n- Score: 10.\n\nF. MOMENTUM/TECHNICAL (max 10)\n- Above 50/200DMA: false. 0.\n- 12-1 momentum: null. 0.\n- RSI 14: 29 (not 40-65). 0.\n- MACD bullish cross: false. 0.\n- Score: 0.\n\nTotal Score: 10.\nWait, let's double check the rubric.\nA: 0\nB: 0\nC: 0\nD: 0\nE: 10\nF: 0\nTotal: 10.\n\nAnti-signal gates:\n- \"dilution\" (convertible/warrant overhang? CEO forward contracts might trigger this, but dossier says \"dilution\" in anti_signals_present)\n- \"concentration\" (customer concentration > 30%? Dossier says \"no single customer representing more than ~10% of revenue\". But anti_signals_present has \"concentration\". I'll treat it as a gate to skip unless clarified, but the score is already way below threshold.)\n- Risk class: market_cap not explicitly given, but price $217, shares ~100M? Actually IBP market cap is ~$2.2B. That's < $5B, so \"asymmetric\". Wait, IBP is usually ~$2B cap. The prompt says \"choose one based on the dossier's market_cap field\". It's missing from the prompt, but I'll assume core or asymmetric. Either way, score 10 is < 50 or < 60. Definitely skip.\n\nReason for skip: Heavy insider selling, bearish options flow, no near-term catalyst, technically broken, and anti-signal gates (dilution/concentration) present. The business quality is intact, but the setup lacks the necessary momentum, catalyst, or smart-money support to justify a thesis at this time.\n\nLet's calculate score breakdown exactly:\nsmart_money: 0\noptions_flow: 0\ncatalyst: 0\nmispricing: 0\nquality: 10\ntechnical: 0\nTotal: 10\n\nCheck thresholds:\nASYMMETRIC: < 60 Skip.\nCORE: < 50 Skip.\n\nOutput matches skip format.\nI will generate the JSON.\nWait, let's verify quality score: ROIC >= 15% (5 pts). Net debt/EBITDA <= 2x (5 pts). Total 10. Correct.\nSmart money: 0.\nOptions: 0.\nCatalyst: 0.\nMispricing: 0.\nTechnical: 0.\nTotal 10.\n\nI will construct the JSON carefully.\nOne detail: \"anti_signals_present\": [\"dilution\", \"concentration\"]. I should mention it in the reason.\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'll note that the dilution/concentration flags are present and, combined with the lack of catalyst/flow, warrant a skip.\n\nAll good.\nOutput matches requested format.\nProceed. \nLet's double check the exact keys for skip output:\n{\n  \"skip\": true,\n  \"score\": 10,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 0,\n    \"catalyst\": 0,\n    \"mispricing\": 0,\n    \"quality\": 10,\n    \"technical\": 0\n  },\n  \"reason\": \"...\"\n}\nMatches perfectly.\nI will generate it now. \nSelf-Correction/Refinement during thought: \nCheck mispricing: forward P/E 17.96, sector median null. Can't give points. FCF yield 5.42% < 7%. So 0 is correct.\nCheck quality: ROIC 38.36% -> 5. Net debt/EBITDA 1.85 -> 5. Total 10.\nCheck technical: RSI 29, below DMAs, no MACD cross. 0.\nCheck catalyst: Earnings in ~2.5 months but miss pattern breaks. No guidance raise. Sector headwinds. 0.\nCheck options: Bearish flow. 0.\nCheck smart money: Heavy selling. 0.\nTotal 10.\nSkip is definitive.\nReason: Heavy insider selling, bearish options flow, broken technicals, and active anti-signal gates (dilution/concentration) outweigh the strong balance sheet and ROIC. No near-term catalyst or smart-money support exists to justify a thesis.\nReady. \nOutput matches request.✅\nProceeds. \nGenerating JSON. \n[Done] \nOutput Generation. \n```json\n{\n  \"skip\": true,\n  \"score\": 10,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 0,\n    \"catalyst\": 0,\n    \"mispricing\": 0,\n    \"quality\": 10,\n    \"technical\": 0\n  },\n  \"reason\": \"Heavy insider selling ($125M+), bearish options flow, and broken technicals outweigh the strong ROIC and manageable leverage. Active anti-signal gates (dilution/concentration flags) and a lack of near-term catalysts or smart-money support make this dossier unsuitable for a thesis at this time.\"\n}\n```\nWait, the prompt says \"OUTPUT ONLY VALID JSON. No surrounding prose, no markdown fences.\"\nI will output raw JSON.\nCheck formatting carefully.\nAll good. \nProceeds. \n[Output Generation] -> *Self-Correction/Verification during generation prep*: \nThe prompt says \"Output ONLY the decision JSON described in the system prompt.\" and \"OUTPUT ONLY VALID JSON. No surrounding prose, no markdown fences.\"\nI will strictly follow that.\nScore breakdown matches rubric.\nReason is concise.\nDone. \nProceeds. \n[Output] -> *Proceeds*\n</think>\n\n{\n  \"skip\": true,\n  \"score\": 10,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 0,\n    \"catalyst\": 0,\n    \"mispricing\": 0,\n    \"quality\": 10,\n    \"technical\": 0\n  },\n  \"reason\": \"Heavy insider selling ($125M+), bearish options flow, and broken technicals outweigh the strong ROIC and manageable leverage. Active anti-signal gates (dilution/concentration flags) and a lack of near-term catalysts or smart-money support make this dossier unsuitable for a thesis at this time.\"\n}",
      "cleaned_content": "{\n  \"skip\": true,\n  \"score\": 10,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 0,\n    \"catalyst\": 0,\n    \"mispricing\": 0,\n    \"quality\": 10,\n    \"technical\": 0\n  },\n  \"reason\": \"Heavy insider selling ($125M+), bearish options flow, and broken technicals outweigh the strong ROIC and manageable leverage. Active anti-signal gates (dilution/concentration flags) and a lack of near-term catalysts or smart-money support make this dossier unsuitable for a thesis at this time.\"\n}",
      "tool_calls": null,
      "finish_reason": "stop"
    }
  ],
  "tool_results": [],
  "final_message": "{\n  \"skip\": true,\n  \"score\": 10,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 0,\n    \"catalyst\": 0,\n    \"mispricing\": 0,\n    \"quality\": 10,\n    \"technical\": 0\n  },\n  \"reason\": \"Heavy insider selling ($125M+), bearish options flow, and broken technicals outweigh the strong ROIC and manageable leverage. Active anti-signal gates (dilution/concentration flags) and a lack of near-term catalysts or smart-money support make this dossier unsuitable for a thesis at this time.\"\n}",
  "tool_calls_total": 0,
  "walltime_ms": 30166,
  "stop_reason": "stop",
  "completed_at": "2026-05-08T08:09:52.301Z"
}