{
  "model": "qwen/qwen3.6-35b-a3b",
  "started_at": "2026-06-19T23:53:49.365Z",
  "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 a\nhigh-conviction idea, draft a clearly labeled paper-tracked research idea,\nor skip.\n\nOPTION B (skip) IS THE EXPECTED DEFAULT. The pipeline publishes normal\nrecommendation-grade ideas rarely and only when something clears a high bar.\nMost dossiers should return\n{ \"skip\": true, \"reason\": \"...\", \"score\": <num> }. Mediocre publishes burn\nDevil's Advocate budget and create credibility risk on the public site.\nPaper-tracked ideas are a separate measurement lane: they are zero-position,\nlow-confidence research setups used to learn whether the model's medium-grade\nsignals work over time. They must never read like a buy/sell recommendation.\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   45-59   Paper-track if no hard anti-signal and the thesis is specific,\n           measurable, and falsifiable; otherwise skip\n   < 45    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   45-59   Paper-track only if there is a concrete dated catalyst or\n           measurable event path; otherwise skip\n   < 45    Skip\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\nPAPER-TRACKING LANE (educational measurement, not advice)\n\nUse this lane for score 45-59 dossiers that are not strong enough for a\nnormal publication but are specific enough to evaluate later. Requirements:\n   • draft.paper_track MUST be true\n   • headline MUST begin with \"Paper Track:\"\n   • thesis_short MUST explicitly say this is a paper-tracked research setup,\n     not an actionable recommendation\n   • risk.position_size_pct MUST be 0\n   • confidence MUST be 1 or 2 (2 only when score ≥55)\n   • exit.time_horizon_months MUST be present so Monitor can close it\n   • use long_stock unless the dossier gives complete, current option\n     contract data for the chosen income structure\n\nDo not paper-track dossiers with methodology anti-signals, stale numbers,\nmissing sources, unverified catalyst dates, or generic \"cheap/AI/tailwind\"\nstories. Skip those.\n\nUPSIDE TARGET\n\nThe desk is looking for setups with a plausible 20%+ return target. For\nlong_stock, exit.target_price should be at least 20% above entry.price_at_idea\nunless the idea is explicitly a paper-tracked post-event study. If the\nsource-backed upside is less than 20%, skip rather than publishing a low-upside\nidea.\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    \"paper_track\": false,\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\": <0.0 for paper_track, otherwise 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": "CURRENT DATE: 2026-06-19. THE YEAR IS 2026.\nDATE RULES — read before writing ANY date:\n  - Every option expiry, earnings date, catalyst date, and DTE you state MUST use the year 2026 or later. Do NOT write 2025 dates — your training prior is stale.\n  - Every option expiry MUST be a real FUTURE date relative to 2026-06-19. Copy expiries verbatim from options_expiries()/the dossier — never infer a year from memory.\n  - Before writing a date, check it: if it is earlier than 2026-06-19, it is WRONG — re-read the live tool output.\n\nHere is the dossier from Scout. Decide: skip or draft.\n\n\nLESSONS LEARNED FROM PRIOR CLOSED IDEAS (apply when scoring this candidate):\n  - [anti_signal, conf 5] In low-float, high-short-interest commodity names (~10%+ shorts), pre-earnings positioning can cause large directional spikes (10-15%) that distort entry pricing and skew readings. These spikes are driven by gamma positioning and short-covering, not fundamental information. Enter spreads AFTER the pre-event spike resolves, not before.\n      applies: Applies to commodity-linked names with short interest >10% and market cap <$10B entering earnings. Does NOT apply to large-cap names with low short interest where positioning is more efficient.\n  - [catalyst, conf 5] For pre-revenue mining companies, the key earnings catalyst is operational progress (mine start-up, production targets, permitting status), not EPS. EPS misses are expected and priced in. Market reaction is driven by whether operational milestones are met or delayed, not financial performance. Score catalysts based on operational milestone significance, not EPS surprise potential.\n      applies: Applies to all pre-revenue or early-stage mining/exploration companies. Does NOT apply to established producers where EPS and revenue are the primary drivers.\n  - [anti_signal, conf 5] When RSI(14) > 80 AND the stock has run up >40% in 180 days entering earnings, the probability of mean-reversion is high regardless of implied move richness. The direction_evidence score should be reduced by at least 5 points, and the trade should be avoided unless there is a strong contrarian catalyst.\n      applies: Applies to any earnings play where RSI > 80 and the stock has run up >40% in the prior 180 days. Does NOT apply when the stock is near its 200-DMA or has been consolidating.\n  - [structure, conf 5] If the options chain has null bid/ask data across all strikes, the implied move calculation is unreliable. The scout should flag this as a fatal flaw and reject the trade — do not proceed with assumed implied move metrics.\n      applies: Applies to any options-based trade where the implied move is a key input. Does NOT apply to trades that do not rely on implied move calculations.\n  - [structure, conf 4] For zero-revenue resource companies, earnings reports are operational milestone updates, not financial performance events. Market reaction is typically delayed 3-7 days as analysts digest operational details (mine start-up, production targets, inventory decisions). Use longer-dated options (7-14 DTE) or calendar spreads instead of tight DTE spreads that expire before the full reaction.\n      applies: Applies to all pre-revenue or zero-revenue resource/mining companies where operational milestones (mine start-up, production ramp, permitting) drive valuations. Does NOT apply to established producers with consistent revenue where earnings reactions are immediate.\n  - [smart_money, conf 4] In cybersecurity names during AI-capex peaks, executive sales (even Rule 10b5-1) at prices significantly below current spot should be weighted more heavily than analyst upgrades. Insiders are closer to the data and may be positioning for a plateau.\n      applies: Applies to cybersecurity and AI-infrastructure names during periods of elevated analyst optimism. Does NOT apply when insiders are buying or when sales are at prices near current spot.\n  - [catalyst, conf 4] Historical EPS beats do not guarantee positive stock reaction if the stock has already run up into the event. The 'beat' is priced in, and any 'in-line' result is a disappointment. The catalyst_was_real score should be reduced when the pre-event run-up exceeds 20%.\n      applies: Applies to any earnings play where the stock has run up >20% into the event. Does NOT apply when the stock has been consolidating or declining into the event.\n  - [smart_money, conf 3] In commodity-linked names with institutional holders, put skew is often driven by hedging activity (portfolio insurance, commodity price exposure) rather than directional bearishness. Elevated put skew in these names should be discounted as a signal and treated as structural, not informational.\n      applies: Applies to all commodity-linked names (uranium, copper, lithium, oil) where institutional holders hedge commodity price exposure via options. Does NOT apply to pure-play companies with no commodity exposure where skew reflects genuine directional views.\n\nDOSSIER:\n{\n  \"symbol\": \"IBP\",\n  \"company\": \"Installed Building Products, Inc.\",\n  \"investigation_summary\": \"IBP is a ~$5.9B residential building products installer (insulation primarily) that has sold off roughly 30-34% from its recent highs after reporting Q1 2026 earnings that missed on both revenue (-3.5%) and EPS ($1.79 actual vs $1.96 estimate). The CFO made a meaningful open-market purchase of ~$195K across nine separate buys at prices from $195-$207 in the days immediately following this post-earnings selloff — a credible insider signal of perceived undervaluation at these levels. However, the fundamental picture is challenged by macro headwinds: housing starts are forecast to decline 3.7% YoY in 2026 per Fannie Mae, elevated mortgage rates continue pressuring affordability, and Q1 results reflect weather disruption plus volume weakness in new residential. The stock has recovered somewhat from its May lows near $197 but remains well below the analyst mean target of $242. Options IV is elevated (~50-55% for Sep) creating a rich premium environment for income strategies.\",\n  \"verdict\": \"range_bound_or_income\",\n  \"confidence_in_data\": 5,\n  \"structure_hints\": [\n    \"cc\",\n    \"csp\",\n    \"strangle\"\n  ],\n  \"business_snapshot\": \"Installed Building Products (IBP) is one of the largest installers of insulation and complementary building products in the US, operating ~250 branch locations across all 48 continental states. The company primarily serves residential new construction (~65%+ of revenue), with meaningful exposure to repair/remodel and commercial end markets. Its core insulation business accounts for roughly 58% of net revenue; it has diversified into garage doors (6%), shower doors/mirrors (7%), waterproofing (5%), rain gutters (4%), and other complementary products. The company operates three segments — Installation (vast majority), Distribution (~5% of revenue, sells insulation and gutter accessories wholesale to independent contractors), and Manufacturing (~2%, cellulose insulation production). Over 200 acquisitions since 1999 have built this national platform with estimated #1 or #2 market positions in the majority of markets served. The company has a highly variable cost structure (most installation employees are paid per completed job) generating strong free cash flow conversion, and maintains a long-tenured management team led by CEO/CFO with over two decades of sector experience. FCF yield at current prices is approximately 5%, ROIC remains in the mid-30s percent range — a high-quality, asset-light operator.\",\n  \"scoring_inputs\": {\n    \"smart_money\": {\n      \"insider_open_market_purchases_90d\": [\n        {\n          \"insider\": \"Michael T. Miller\",\n          \"role\": \"EVP & CFO\",\n          \"amount_usd\": 194989,\n          \"date\": \"2026-06-11\",\n          \"source_url\": \"https://www.sec.gov/Archives/edgar/data/1580905/000162828026043030/xslF345X06/wk-form4_1781522103.xml\"\n        }\n      ],\n      \"insider_open_market_total_usd_90d\": 194989,\n      \"distinct_insider_buyers_90d\": 1,\n      \"ceo_buy_present\": false,\n      \"cfo_buy_present\": true,\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\": \"2026-08-06\",\n      \"recent_eps_surprise_pattern\": \"Q1 2026: EPS $1.79 actual vs $1.96 estimate (-8.7% miss); Revenue -3.5% YoY to $660.5M. Prior three quarters were consistent beats: Q4 2025 +18%, Q3 2025 +16%, Q2 2025 +23%. The recent miss was driven by weather disruptions and softer new residential demand, with management noting continued strength in commercial work as partial offset.\",\n      \"guidance_raise_in_last_90d\": false,\n      \"named_catalysts\": [\n        {\n          \"type\": \"earnings\",\n          \"description\": \"Q2 earnings report — August 6, 2026. Q1's volume weakness and margin pressure will be the focus; investors watching whether weather effects are transitory and whether commercial strength persists.\",\n          \"date_or_window\": \"2026-08-06\",\n          \"source_urls\": [\n            \"https://www.sec.gov/Archives/edgar/data/1580905/000162828026031702/ibp-20260507.htm\"\n          ],\n          \"directional_bias\": \"ambiguous\"\n        },\n        {\n          \"type\": \"product\",\n          \"description\": \"Acquisition of Diamond Energy Systems (May 19, 2026) — mechanical insulation retro-fit specialist in industrial/commercial; expands commercial footprint with recurring retrofit revenue. DESI adds geographic presence in MN and extends IBP's commercial diversification strategy.\",\n          \"date_or_window\": \"Announced May 19, 2026\",\n          \"source_urls\": [\n            \"https://www.sec.gov/Archives/edgar/data/1580905/000162828026036136/ibp-20260519.htm\"\n          ],\n          \"directional_bias\": \"bullish\"\n        },\n        {\n          \"type\": \"sector\",\n          \"description\": \"Fannie Mae forecasts housing starts to decline 3.7% in 2026 to 1.31M units, driven by elevated mortgage rates and affordability pressures. Single-family starts dropped 6.9% YoY in 2025. This is a persistent macro headwind for IBP's core business.\",\n          \"date_or_window\": \"Ongoing through 2026\",\n          \"source_urls\": [\n            \"https://www.sec.gov/Archives/edgar/data/1580905/000158090526000004/ibp-20251231.htm\"\n          ],\n          \"directional_bias\": \"bearish\"\n        },\n        {\n          \"type\": \"m&a\",\n          \"description\": \"QXO's pending acquisition of TopBuild (IBP competitor) will reshape competitive dynamics in the insulation installation space; could create cross-selling opportunities or pricing pressure.\",\n          \"date_or_window\": \"Pending / regulatory review 2026\",\n          \"source_urls\": [\n            \"https://www.marketbeat.com/originals/2-ways-to-play-the-qxo-topbuild-deal/\"\n          ],\n          \"directional_bias\": \"ambiguous\"\n        }\n      ]\n    },\n    \"mispricing\": {\n      \"forward_pe\": 19.4,\n      \"sector_median_forward_pe\": 21,\n      \"ev_to_ebitda\": 13.5,\n      \"sector_median_ev_to_ebitda\": 14.5,\n      \"fcf_yield_pct\": 5,\n      \"sotp_gap_pct\": null,\n      \"narrative\": \"At ~19x forward earnings and 13.5x EV/EBITDA, IBP trades slightly below sector medians despite superior ROIC (38%) and FCF generation — suggesting the market is pricing in near-term residential new-construction cyclicality rather than long-term platform value. The analyst mean target of $242 vs current ~$218 implies ~11% upside even at flat multiples; but this gap hasn't closed because housing sentiment remains negative heading into earnings.\"\n    },\n    \"quality\": {\n      \"roic_pct\": 38,\n      \"gross_margin_trend_pp_yoy\": -1.3,\n      \"net_debt_to_ebitda\": 2.5,\n      \"balance_sheet_grade\": \"A\"\n    },\n    \"technical\": {\n      \"above_50dma\": false,\n      \"above_200dma\": false,\n      \"rsi_14\": 50.5,\n      \"macd_recent_bullish_cross\": true,\n      \"12_1_momentum_vs_sector_pct\": -9\n    }\n  },\n  \"price_context\": {\n    \"last_close\": 218.25,\n    \"ytd_return_pct\": -8.76,\n    \"from_52w_high_pct\": 37\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        \"FY 2025: Revenue $3.0B, insulation = 58% of revenue; gross margin 33.9%; net debt ~$706M vs $474M cash on hand; completed Carolina Precision Fibers acquisition (cellous manufacturing); new supply agreements in 2025 to hedge material costs; commercial end market now 17% of revenues (up from 11% in 2013)\",\n        \"Housing starts declined to 1.36M units in 2025 vs 1.37M in 2024, with single-family down 6.9%. Management explicitly warns that long-term housing underbuilding may not offset cyclical headwinds near term.\",\n        \"Company maintains strong supplier relationships — buys direct from all four major fiberglass manufacturers (Owens Corning, Knauf, CertainTeed, Johns Manville) with relationships spanning 20+ years.\"\n      ]\n    },\n    {\n      \"form\": \"10-Q\",\n      \"filed\": \"2026-05-07\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1580905/000158090526000028/ibp-20260331.htm\",\n      \"key_takeaways\": [\n        \"Q1 2026: Revenue $660.5M (-3.5% YoY), MISSED consensus; non-GAAP EPS $1.79 vs estimate $1.96 (-8.7%). Weather disruptions and weaker new residential demand cited as primary drivers.\",\n        \"Gross margin pressure noted; operating leverage challenged in lower-volume environment\",\n        \"Company declared quarterly dividend of $0.39/share (payable June 30, 2026) — consistent capital return program.\"\n      ]\n    },\n    {\n      \"form\": \"8-K\",\n      \"filed\": \"2026-05-19\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1580905/000162828026036136/ibp-20260519.htm\",\n      \"key_takeaways\": [\n        \"Announced acquisition of Diamond Energy Systems, Inc. (DESI) — mechanical insulation retrofit specialist headquartered St. Joseph MN; majority of sales from industrial/commercial retrofit work. Provides exposure to recurring maintenance-capex revenue stream beyond new construction.\"\n      ]\n    }\n  ],\n  \"options_context\": {\n    \"expiries_examined\": [\n      \"2026-07-17\",\n      \"2026-09-18\",\n      \"2026-12-18\"\n    ],\n    \"iv_summary\": \"ATM IV ~51% for Sep 90-DTE expiry; elevated puts IV relative to calls in the mid-strike range (190-200 puts show IV >70%). Sep OI heaviest at $220C (66 contracts) and $200P (19). Sep $220/$230 call spread shows IV ~54%. Near-term earnings (Aug 6) would reset front-end IV.\",\n    \"notable_skew_or_flow\": \"Sep options flow is net bullish by notional ($48K call vs $5K put bias, +84% directional). Top open interest in calls at $220 and puts at $200 — the stock sits between these strikes. Put skew elevated vs calls (70%+ IV on 190/195 strikes) suggesting market pricing downside risk adequately.\"\n  },\n  \"competitive_landscape\": \"IBP competes primarily with local/regional insulation installers and to a lesser extent TopBuild (BLD, ~$12B revenue), which is itself being acquired by QXO. IBP holds #1 or #2 positions in over half its markets based on permits; the fragmented industry structure has enabled rollup strategies for decades. Key competitive moats: national buying scale with fiberglass manufacturers, local customer relationships, variable cost labor model, diversified product/end-market mix (insulation now only 58% of revenue vs 74% a decade ago). Commercial share increased to 17%, providing some diversification from housing cycle. Distribution and manufacturing segments provide additional margin support.\",\n  \"key_risks\": [\n    \"Housing starts forecast down 3.7% in 2026 — IBP's largest end market remains under pressure; single-family permits declined 6.9% YoY in 2025\",\n    \"Q1 earnings miss shows company is not immune to volume headwinds and weather disruption; margin compression in lower-volume environment is a real risk\",\n    \"High debt-to-equity ratio (176%) with floating-rate exposure managed via interest rate swaps — rising rates amplify financing costs\",\n    \"Single-supplier concentration for CAS gutter distribution (aluminum) creates commodity price risk\",\n    \"Acquisition integration risk: >200 acquisitions since 1999; future M&A execution quality is a variable\",\n    \"Elevated IV environment could cause CSP spreads to require wider strikes or result in poor premium-to-risk ratio\"\n  ],\n  \"what_the_market_might_be_missing\": \"The CFO's open-market purchase of ~$195K (nine separate buys) at prices from $196-$207 during the post-earnings selloff represents insider conviction at a multi-month low. This was not routine RSU vesting — it is genuine discretionary buying by an officer who sees the balance sheet and forward pipeline more clearly than public markets can. Additionally, IBP's commercial end-market diversification (17% of revenue) and recurring retrofit services may be underappreciated relative to its valuation discount vs. sector peers. The analyst consensus target of $242 implies ~11% upside from current levels with the stock down 37% from its 52-week high — suggesting a valuation floor is forming after the Q1 overreaction.\",\n  \"anti_signals\": [\n    \"concentration\",\n    \"dilution\"\n  ],\n  \"sources\": [\n    {\n      \"label\": \"10-K FY2025\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1580905/000158090526000004/ibp-20251231.htm\"\n    },\n    {\n      \"label\": \"Q1 2026 8-K / Earnings Release\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1580905/000162828026031702/ibp-20260507.htm\"\n    },\n    {\n      \"label\": \"DESI Acquisition 8-K\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1580905/000162828026036136/ibp-20260519.htm\"\n    },\n    {\n      \"label\": \"CFO Form 4 (June 11 purchase)\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1580905/000162828026043030/xslF345X06/wk-form4_1781522103.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. Do NOT\ninclude <think>...</think> reasoning blocks — they eat the output token\nbudget and produce truncated, unparseable decisions.",
  "completions": [
    {
      "ts": "2026-06-19T23:54:44.976Z",
      "raw_content": "<think>The user wants me to score the dossier for IBP (Installed Building Products, Inc.) 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- 10 pts if 3+ distinct insiders with open-market purchases (code P) in last 90 days totaling ≥ $500K -> Only 1 insider (CFO) with ~$195K. So 0 pts.\n- +3 pts if CEO is among the buyers -> No.\n- +3 pts if CFO is among the buyers -> Yes. +3 pts.\n- +2 pts if total purchases > $5M -> No.\n- 5 pts for a known concentrated 13F initiation/add -> \"pending — v2\". So 0 pts.\n- +3 pts if it's in the manager's top-3 positions -> Not mentioned.\n- 2 pts for politician STOCK Act recent buy -> \"pending — v2\".\n- +1 pt if multiple unrelated members bought within 30 days -> No.\n- Penalty: −10 pts if material insider SELLING > BUYING in dollars -> Material selling is 0. No penalty.\nScore A: 3\n\nB. OPTIONS FLOW / UOA (max 10)\n- 4 pts: whale_call_blocks_otm ≥ 2 with flow_directional_bias = bullish and flow_strength ∈ {moderate, strong} -> Not explicitly mentioned as whale blocks, just \"Sep options flow is net bullish by notional ($48K call vs $5K put bias, +84% directional)\". Not enough for 4 pts.\n- 3 pts: bullish IV skew (call IV > put IV) consistent with thesis -> Actually, \"Put skew elevated vs calls (70%+ IV on 190/195 strikes)\". So 0 pts.\n- 2 pts: net_dollar_bias_pct > 30 -> +84% directional bias. +2 pts.\n- 1 pt: large OI building at a defended price level -> Sep OI heaviest at $220C and $200P. Not necessarily a \"defended price level\" for a thesis, but maybe. I'll give 0 or 1. Let's say 0.\nScore B: 2\n\nC. CATALYST (max 25)\n- 10 pts: earnings within 90 days AND last 4 quarters' EPS surprise > 0% -> Next earnings 2026-08-06 (within 90 days). But Q1 2026 missed (-8.7%). So 0 pts.\n- 8 pts: pending product launch / FDA / contract milestone in horizon -> DESI acquisition announced May 19, 2026. Not a product launch/FDA.\n- 5 pts: recent guidance raise (last 90 days) -> false.\n- 5 pts: quantifiable sector tailwind -> Housing starts declining 3.7%. Bearish.\nScore C: 0\n\nD. MISPRICING (max 15)\n- 5 pts: forward P/E ≥ 20% below sector median -> Fwd PE 19.4 vs sector 21. (19.4/21 = 92.4%, only ~7.6% below). 0 pts.\n- 4 pts: EV/EBITDA ≥ 30% below sector median -> 13.5 vs 14.5. ~6.9% below. 0 pts.\n- 4 pts: FCF yield ≥ 7% with stable FCF -> 5%. 0 pts.\n- 5 pts: SOTP gap ≥ 25% -> null.\nScore D: 0\n\nE. QUALITY (max 15)\n- 5 pts: ROIC ≥ 15% -> 38%. +5 pts.\n- 5 pts: gross margin expanding ≥ 3pp YoY -> -1.3pp. 0 pts.\n- 5 pts: net debt / EBITDA ≤ 2x -> 2.5x. 0 pts.\nScore E: 5\n\nF. MOMENTUM/TECHNICAL (max 10)\n- 3 pts: above both 50DMA and 200DMA -> false. 0 pts.\n- 4 pts: 12-1 month price return positive AND beating sector -> -9% vs sector. 0 pts.\n- 2 pts: RSI 14 in 40-65 zone -> 50.5. +2 pts.\n- 1 pt: MACD bullish cross in last 30 days -> true. +1 pt.\nScore F: 3\n\nTotal Score: 3 + 2 + 0 + 0 + 5 + 3 = 13.\n\nWait, let's double check the anti-signals:\n\"anti_signals\": [\"concentration\", \"dilution\"]\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.\"\nThe dossier doesn't explain why concentration/dilution aren't material, but it does mention \"Single-supplier concentration for CAS gutter distribution\" and \">200 acquisitions since 1999; future M&A execution quality is a variable\". Dilution isn't clearly quantified but anti-signals are flagged. Given the low score and anti-signals, skip is definitely appropriate.\n\nLet's quickly verify the scoring to be sure.\nA: 3 (CFO buy)\nB: 2 (net dollar bias > 30%)\nC: 0\nD: 0\nE: 5 (ROIC)\nF: 3 (RSI, MACD)\nTotal: 13.\n\nThe score is very low. The dossier itself says \"verdict: range_bound_or_income\", but the fundamentals are weak (housing starts down, Q1 miss, margin compression, debt 2.5x, no guidance raise, no strong catalyst). The anti-signals (concentration, dilution) are present. The edge check: \"What does this idea say that the market doesn't already know?\" The CFO bought $195k. That's not a massive signal. The market is pricing in housing cyclicality. The thesis is generic \"cheap valuation / insider buy\".\n\nI will skip.\nScore breakdown:\nsmart_money: 3\noptions_flow: 2\ncatalyst: 0\nmispricing: 0\nquality: 5\ntechnical: 3\nTotal: 13\n\nReason: Low score (13) driven by lack of catalyst, weak valuation discount, deteriorating quality metrics (margin compression, high leverage), and unexplained anti-signals (concentration, dilution). The CFO's $195K purchase is an insufficient smart-money signal to override macro headwinds and the lack of a concrete asymmetric setup.\n\nCheck thresholds: <45 -> Skip.\nOutput matches skip format.\nI will produce the JSON.\nAll constraints checked. Dates are in 2026. No invented numbers. Format strictly followed.\nReady. \nLet's construct the output carefully.\n{\n  \"skip\": true,\n  \"score\": 13,\n  \"score_breakdown\": {\n    \"smart_money\": 3,\n    \"options_flow\": 2,\n    \"catalyst\": 0,\n    \"mispricing\": 0,\n    \"quality\": 5,\n    \"technical\": 3\n  },\n  \"reason\": \"Score of 13 reflects weak catalysts, minimal valuation discount, deteriorating margins, and unexplained anti-signals (concentration, dilution). The CFO's $195K purchase is an insufficient smart-money signal to override macro headwinds or justify a thesis.\"\n}\nMatches requirements. Output matches exactly.\nProceed. \nSelf-Correction/Verification during thought:\nCheck A: CFO buy present = true -> +3. Correct.\nCheck B: net_dollar_bias_pct > 30 -> +2. Correct.\nCheck C: earnings within 90 days but last 4 quarters EPS surprise > 0% is false (Q1 missed). So 0. Correct.\nCheck D: Fwd PE 19.4 vs 21 is ~7.6% discount, not 20%. EV/EBITDA 13.5 vs 14.5 is ~6.9%. FCF yield 5%. All 0. Correct.\nCheck E: ROIC 38% -> +5. Correct.\nCheck F: RSI 50.5 -> +2. MACD bullish cross -> +1. Correct.\nTotal 13.\nAnti-signals present: concentration, dilution. Skip gate applies.\nEdge check: generic \"insider buy + cheap valuation\" story. Market already pricing housing weakness.\nSkip is correct.\nOutput matches schema.\nDone. \nProceeds. \nOutput Generation. \n[Done] \n```json\n{\n  \"skip\": true,\n  \"score\": 13,\n  \"score_breakdown\": {\n    \"smart_money\": 3,\n    \"options_flow\": 2,\n    \"catalyst\": 0,\n    \"mispricing\": 0,\n    \"quality\": 5,\n    \"technical\": 3\n  },\n  \"reason\": \"Score of 13 reflects weak catalysts, minimal valuation discount, deteriorating margins, and unexplained anti-signals (concentration, dilution). The CFO's $195K purchase is an insufficient smart-money signal to override macro headwinds or justify a thesis.\"\n}\n```\nWait, the prompt says \"OUTPUT ONLY VALID JSON. No surrounding prose, no markdown fences.\"\nI will output raw JSON.\nAll good. \nProceeds. \n[Output Generation] -> *Self-Correction/Refinement during generation prep*: \nI need to make sure the JSON is strictly valid and matches the requested skip format exactly.\nThe prompt says:\nIF YOU SKIP — output exactly:\n  {\n    \"skip\": true,\n    \"score\": <0-100 composite>,\n    \"score_breakdown\": { ... },\n    \"reason\": \"...\"\n  }\nI will output exactly that. No markdown.\nDone. \nProceeds. \n[Output Generation]\n</think>\n\n{\n  \"skip\": true,\n  \"score\": 13,\n  \"score_breakdown\": {\n    \"smart_money\": 3,\n    \"options_flow\": 2,\n    \"catalyst\": 0,\n    \"mispricing\": 0,\n    \"quality\": 5,\n    \"technical\": 3\n  },\n  \"reason\": \"Score of 13 reflects weak catalysts, minimal valuation discount, deteriorating margins, and unexplained anti-signals (concentration, dilution). The CFO's $195K purchase is an insufficient smart-money signal to override macro headwinds or justify a thesis.\"\n}",
      "cleaned_content": "{\n  \"skip\": true,\n  \"score\": 13,\n  \"score_breakdown\": {\n    \"smart_money\": 3,\n    \"options_flow\": 2,\n    \"catalyst\": 0,\n    \"mispricing\": 0,\n    \"quality\": 5,\n    \"technical\": 3\n  },\n  \"reason\": \"Score of 13 reflects weak catalysts, minimal valuation discount, deteriorating margins, and unexplained anti-signals (concentration, dilution). The CFO's $195K purchase is an insufficient smart-money signal to override macro headwinds or justify a thesis.\"\n}",
      "tool_calls": null,
      "finish_reason": "stop"
    }
  ],
  "tool_results": [],
  "final_message": "{\n  \"skip\": true,\n  \"score\": 13,\n  \"score_breakdown\": {\n    \"smart_money\": 3,\n    \"options_flow\": 2,\n    \"catalyst\": 0,\n    \"mispricing\": 0,\n    \"quality\": 5,\n    \"technical\": 3\n  },\n  \"reason\": \"Score of 13 reflects weak catalysts, minimal valuation discount, deteriorating margins, and unexplained anti-signals (concentration, dilution). The CFO's $195K purchase is an insufficient smart-money signal to override macro headwinds or justify a thesis.\"\n}",
  "tool_calls_total": 0,
  "walltime_ms": 55612,
  "stop_reason": "stop",
  "completed_at": "2026-06-19T23:54:44.977Z"
}