{
  "model": "qwen/qwen3.6-35b-a3b",
  "started_at": "2026-06-19T17:49:48.993Z",
  "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  - [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  - [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  - [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\": \"DY\",\n  \"company\": \"Dycom Industries, Inc.\",\n  \"investigation_summary\": \"Dycom Industries is a specialty contracting company (telecom construction/fiber-to-the-home) that just reported a massive Q1 FY2027 EPS beat ($4.42 actual vs $2.72 estimate = +62%). The stock has run ~60%+ over the past year and sits near its 52-week high at $457, with a rich forward P/E of ~22.8x and EV/EBITDA of ~20x versus sector averages. Insider Form 4 filings show only RSU grants (not open-market purchases), and options flow shows an extreme bearish bias: put/call ratio of 3.3 with net dollar positioning -53.9% and a massive new whale put block at the $450 strike (V/OI=83.5). The stock is fully valued with limited near-term upside; however, elevated IV (~50-57%) creates an income premium for CC or strangle structures on pullbacks.\",\n  \"verdict\": \"range_bound_or_income\",\n  \"confidence_in_data\": 4,\n  \"structure_hints\": [\n    \"cc\",\n    \"strangle\",\n    \"csp\"\n  ],\n  \"business_snapshot\": \"Dycom Industries is a ~$13.7B market cap specialty contracting company providing engineering, construction, and fulfillment services primarily for telecom carriers (AT&T, Verizon, Charter, Lumen) and increasingly data center electrical infrastructure post its Power Solutions acquisition. The company operates two segments: Communications (fiber-to-the-home deployment, macro/small cell wireless buildout, underground locates) and Building Systems (data center electrical/mechanical, utility construction). Revenue grew 56% YoY to $6.25B in FY2026 ended January 2026, driven by multi-year fiber deployment programs from Tier-1 carriers (AT&T, Frontier, Verizon Fios expansion), new data center infrastructure contracts following the Power Solutions acquisition in Q4 FY2026, and robust utility sector work. Gross margins of ~20% are thin for the industry due to labor intensity; operating margin of 7.3% expanded meaningfully as fixed cost leverage improved with higher revenue. The balance sheet carries $3B in debt (net debt/EBITDA elevated) but is manageable given strong FCF generation and a record backlog that gives multi-year 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\": \"2026-08-26\",\n      \"recent_eps_surprise_pattern\": \"Q1 FY2027 (ended April 2026): EPS $4.42 actual vs $2.72 estimate = +62% beat; revenue $1.965B well above estimates — massive outperformance. Prior 3 quarters averaged ~14% beats with consistent execution.\",\n      \"guidance_raise_in_last_90d\": true,\n      \"named_catalysts\": [\n        {\n          \"type\": \"earnings\",\n          \"description\": \"Q2 FY2027 earnings release August 26, 2026. Forward EPS estimate $4.72; company guided robustly on Q1 call for continued backlog conversion in fiber-to-the-home programs.\",\n          \"date_or_window\": \"2026-08-26T12:30:00.000Z\",\n          \"source_urls\": [\n            \"https://finance.yahoo.com/markets/stocks/articles/dycom-industries-dy-stock-valuation-071236067.html\"\n          ],\n          \"directional_bias\": \"bullish\"\n        },\n        {\n          \"type\": \"product\",\n          \"description\": \"Power Solutions data center electrical contracting acquisition (Q4 FY2026): expanded into AI data center infrastructure with a named target of National Technology Integrators LLC, expected to close by August 2026.\",\n          \"date_or_window\": \"2026-08-01T00:00:00.000Z\",\n          \"source_urls\": [\n            \"https://www.sec.gov/Archives/edgar/data/67215/000006721526000025/dy-20260502.htm\"\n          ],\n          \"directional_bias\": \"bullish\"\n        },\n        {\n          \"type\": \"sector\",\n          \"description\": \"AT&T, Frontier Communications and other Tier-1 carriers have multi-year fiber-to-the-home buildout programs — sustained tailwind through at least FY2028.\",\n          \"date_or_window\": \"Multi-year program\",\n          \"source_urls\": [\n            \"https://www.sec.gov/Archives/edgar/data/67215/000006721526000008/dy-20260131.htm\"\n          ],\n          \"directional_bias\": \"bullish\"\n        }\n      ]\n    },\n    \"mispricing\": {\n      \"forward_pe\": 22.79,\n      \"sector_median_forward_pe\": 18.5,\n      \"ev_to_ebitda\": 20.14,\n      \"sector_median_ev_to_ebitda\": 15,\n      \"fcf_yield_pct\": 2.1,\n      \"narrative\": \"DY trades at a ~23% premium to sector median forward P/E and ~34% premium to EV/EBITDA despite being a high-quality but labor-intensive contractor with thin gross margins (~20%). The premium is justified by the fiber infrastructure buildout cycle, but the stock has already run 60%+ in 12 months and sits near its 52-week high. At $456 vs analyst target of ~$637 (38% upside), much of the bullish thesis appears priced in.\"\n    },\n    \"quality\": {\n      \"roic_pct\": null,\n      \"gross_margin_trend_pp_yoy\": -0.4,\n      \"net_debt_to_ebitda\": 5.2,\n      \"balance_sheet_grade\": \"B+\"\n    },\n    \"technical\": {\n      \"above_50dma\": true,\n      \"above_200dma\": true,\n      \"rsi_14\": 49.9,\n      \"macd_recent_bullish_cross\": false,\n      \"12_1_momentum_vs_sector_pct\": 19\n    },\n    \"price_context\": {\n      \"last_close\": 456.65,\n      \"ytd_return_pct\": 39.3,\n      \"from_52w_high_pct\": -19.4\n    },\n    \"filings_reviewed\": [\n      {\n        \"form\": \"10-K\",\n        \"filed\": \"2026-03-09\",\n        \"url\": \"https://www.sec.gov/Archives/edgar/data/67215/000006721526000008/dy-20260131.htm\",\n        \"key_takeaways\": [\n          \"FY2026 revenue $6.25B (+56% YoY); record backlog cited; Power Solutions acquisition completed Q4 FY2026 for data center electrical expansion; 53-week fiscal year; AT&T, Verizon, Charter are top customers with concentration risk\"\n        ]\n      },\n      {\n        \"form\": \"10-Q\",\n        \"filed\": \"2026-05-28\",\n        \"url\": \"https://www.sec.gov/Archives/edgar/data/67215/000006721526000025/dy-20260502.htm\",\n        \"key_takeaways\": [\n          \"Q1 FY2027 EPS $3.00 diluted (+43% YoY); revenue $1.965B (+56%); record backlog; Power Solutions performing well; National Technology Integrators LLC acquisition target noted with expected Aug 2026 close\"\n        ]\n      },\n      {\n        \"form\": \"8-K\",\n        \"filed\": \"2026-05-27\",\n        \"url\": \"https://www.sec.gov/Archives/edgar/data/67215/000006721526000023/dy-20260527.htm\",\n        \"key_takeaways\": [\n          \"Record Q1 results announced: EPS and revenue both significantly exceeded Wall Street expectations\"\n        ]\n      },\n      {\n        \"form\": \"8-K\",\n        \"filed\": \"2026-06-01\",\n        \"url\": \"https://www.sec.gov/Archives/edgar/data/67215/000006721526000028/dy-20260528.htm\",\n        \"key_takeaways\": [\n          \"Board retirements of Ms. Thomsen and Mr. Avila-Marco effective 2026 Annual Meeting; board reduced from 11 to 9 members; standard tenure retirement — not a concern\"\n        ]\n      },\n      {\n        \"form\": \"8-K\",\n        \"filed\": \"2026-01-27\",\n        \"url\": \"https://www.sec.gov/Archives/edgar/data/67215/000119312526024606/d34254d8k.htm\",\n        \"key_takeaways\": [\n          \"$800M Term Loan B facility established to refinance bridge loan and build cash; SOFR+175bps pricing — well-managed debt structure\"\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 ~50-53% across near-term expiries. ITM and OTM skew shows elevated put premium vs calls — the market is paying for downside protection. The $450 put at 1002 volume with V/OI=83.5 (essentially zero prior open interest) represents a large new bearish bet.\",\n      \"notable_skew_or_flow\": \"Put/call ratio of 3.3 is extreme; net dollar bias -53.9% (bearish). Top OTM call strikes: $490 (OI 148), $530 (OI 142). Top put OI: $410 (OI 268 — largest put open interest, suggesting protective hedging or target zones. The whale $450 put block is the standout signal.\"\n    },\n    \"competitive_landscape\": \"Dycom competes against MasTec ($MTZ, forward P/E ~32x, larger but less specialized in telecom), Emquirrel/Quanta Services ($PWR, forward P/E ~21x) and other regional specialty contractors. DY's competitive moat is its concentrated relationships with AT&T (~25% of revenue), Verizon, Charter, and Lumen; fleet scale; and growing data center electrical business post-Power Solutions acquisition. MTZ trades at a similar premium to sector but has stronger analyst conviction (20 analysts vs 11 for DY). The fiber infrastructure cycle benefits the entire group.\",\n    \"key_risks\": [\n      \"Customer concentration: AT&T + top-3 carriers represent >50% of revenue — any capex cuts by Tier-1 telcos would directly impair Dycom\",\n      \"Valuation stretched: Forward P/E ~23x and EV/EBITDA ~20x are at significant premiums to sector medians; limited margin of safety for disappointment\",\n      \"Macro labor constraints: Skilled trades labor shortages could pressure margins despite robust demand; company is addressing with training programs (AI/data center focus)\",\n      \"High debt load: $2.8B long-term debt, net debt/EBITDA ~5x creates leverage risk if revenue growth slows\",\n      \"Bearish options flow: Whale put positioning at $450 strike suggests sophisticated players are hedging or betting against near-term upside\"\n    ],\n    \"what_the_market_might_be_missing\": \"Nothing material — this is a well-followed infrastructure name with strong analyst coverage (11 analysts, target mean $637). The data center electrical expansion via Power Solutions acquisition could be slightly underappreciated in current multiples since it's a new growth vector. However, the stock has already re-rated significantly (+60% YoY) and appears fully valued. The bearish options flow is notable but represents sophisticated hedging rather than a directional thesis against the company's operations.\",\n    \"anti_signals\": [\n      \"pump_signals\",\n      \"concentration\"\n    ],\n    \"sources\": [\n      {\n        \"label\": \"10-K FY2026\",\n        \"url\": \"https://www.sec.gov/Archives/edgar/data/67215/000006721526000008/dy-20260131.htm\"\n      },\n      {\n        \"label\": \"Q1 FY2027 10-Q\",\n        \"url\": \"https://www.sec.gov/Archives/edgar/data/67215/000006721526000025/dy-20260502.htm\"\n      },\n      {\n        \"label\": \"Record Q1 results 8-K May 27, 2026\",\n        \"url\": \"https://www.sec.gov/Archives/edgar/data/67215/000006721526000023/dy-20260527.htm\"\n      },\n      {\n        \"label\": \"Board retirement 8-K June 1, 2026\",\n        \"url\": \"https://www.sec.gov/Archives/edgar/data/67215/000006721526000028/dy-20260528.htm\"\n      },\n      {\n        \"label\": \"Term Loan B refinancing 8-K January 27, 2026\",\n        \"url\": \"https://www.sec.gov/Archives/edgar/data/67215/000119312526024606/d34254d8k.htm\"\n      },\n      {\n        \"label\": \"Yahoo Finance: Dycom record Q1 valuation article\",\n        \"url\": \"https://finance.yahoo.com/markets/stocks/articles/dycom-industries-dy-stock-valuation-071236067.html\"\n      },\n      {\n        \"label\": \"Yahoo Finance: Surging earnings estimates June 9, 2026\",\n        \"url\": \"https://finance.yahoo.com/markets/stocks/articles/surging-earnings-estimates-signal-upside-162002779.html\"\n      }\n    ],\n    \"unfetched_signals\": [\n      \"13f_deltas\",\n      \"politician_trades\",\n      \"sentiment_score\"\n    ]\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": "2026-06-19T17:50:36.772Z",
      "raw_content": "<think>The dossier is for DY (Dycom Industries, Inc.), a specialty contracting company.\nMarket cap: ~$13.7B -> \"core\" risk class.\nVerdict: range_bound_or_income.\nScout says: \"The stock is fully valued with limited near-term upside; however, elevated IV (~50-57%) creates an income premium for CC or strangle structures on pullbacks.\"\nAnti-signals: [\"pump_signals\", \"concentration\"]\nConcentration > 30%? Dossier says: \"AT&T + top-3 carriers represent >50% of revenue — any capex cuts by Tier-1 telcos would directly impair Dycom\". This triggers the anti-signal gate: \"Customer concentration > 30%\".\nLet's check the anti-signal gate rule: \"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 explicitly says customer concentration >50%. This is a hard gate. I must skip.\nAlso, valuation is stretched (forward P/E 22.8x vs sector 18.5x, EV/EBITDA 20x vs 15x). Quality is weak (net debt/EBITDA 5.2, gross margin declining -0.4pp). Smart money is zero (no insider purchases, only RSU grants). Options flow is extremely bearish (put/call 3.3, net dollar bias -53.9%, whale put block at $450).\nScore will be low. I will skip.\n\nLet's calculate the score carefully to be accurate, even though I'm skipping.\nA. Smart Money: 0 pts. (No insider purchases, no notable 13F, etc.)\nB. Options Flow: -5 pts (penalty for whale put blocks >=2 and bearish bias? Actually, it says ≥2, but here it's 1 whale put block. I'll give 0 or maybe 2 for elevated IV? The rubric says max 10. I'll give 0.)\nC. Catalyst: Earnings within 90 days (Aug 26, 2026). Last 4 quarters EPS surprise > 0%? Q1 beat +62%, prior 3 averaged ~14%. So yes. 10 pts. Guidance raise in last 90d: 5 pts. Cap at 25.\nD. Mispricing: Forward P/E 22.8 vs sector 18.5 (premium, not discount). EV/EBITDA 20 vs 15 (premium). FCF yield 2.1%. SOTP gap? None. 0 pts.\nE. Quality: ROIC null. Gross margin -0.4pp YoY. Net debt/EBITDA 5.2. 0 pts.\nF. Technical: Above 50/200 DMA: 3 pts. 12-1 momentum positive vs sector: 4 pts. RSI 49.9: 0 pts. MACD cross false: 0 pts. Total: 7 pts.\nTotal Score: ~32.\nAnti-signal: Customer concentration >30% is explicitly flagged. Skip.\nI will output the skip JSON.\nCheck thresholds: <45 Skip.\nReason: \"Customer concentration exceeds 30% (>50% from Tier-1 telcos), triggering a hard anti-signal gate. Additionally, the stock trades at a significant premium to sector multiples with zero insider buying and heavily bearish options flow, offering no asymmetric or income edge.\"\nMatches requirements. Output only JSON.\nDouble check the anti-signal rule: \"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.\" The dossier says \"concentration\" in anti_signals and explicitly notes >50% revenue from top carriers. I will skip.\nAll good.\nProceed. \nOutput matches schema.\nScore breakdown: smart_money: 0, options_flow: 0, catalyst: 15, mispricing: 0, quality: 0, technical: 7. Total: 22.\nI'll adjust catalyst to 15 (10 for earnings + 5 for guidance). Cap at 25.\nTechnical: 3+4 = 7.\nTotal: 22.\nReady. \nOutput matches exactly. \nOne minor thing: The prompt says \"If scoring_inputs has anti_signals_present non-empty, treat each entry as a gate; skip unless you can articulate WHY it doesn't apply to this case.\" The key is `anti_signals` in the dossier. I will just state the concentration gate in the reason.\nAll set. \nOutput JSON. \n(Self-Correction/Refinement during thought)\nWait, let's verify the rubric for Catalyst: \"10 pts: earnings within 90 days AND last 4 quarters' EPS surprise > 0%\". Q1 beat +62%, prior 3 averaged ~14%. That's 4 quarters. So 10 pts.\n\"5 pts: recent guidance raise (last 90 days)\". Dossier says true. So 5 pts.\nTotal catalyst = 15.\nTechnical: 3 pts (above 50/200 DMA) + 4 pts (12-1 momentum positive) = 7.\nSmart money: 0.\nOptions: 0.\nMispricing: 0.\nQuality: 0.\nTotal: 22.\nScore is well below 45. Skip is correct.\nI will produce the JSON. \nCheck format: strictly JSON, no markdown.\nDone. \nProceeds. \nOutput Generation. \n```json\n{\n  \"skip\": true,\n  \"score\": 22,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 0,\n    \"catalyst\": 15,\n    \"mispricing\": 0,\n    \"quality\": 0,\n    \"technical\": 7\n  },\n  \"reason\": \"Customer concentration exceeds 30% (>50% from Tier-1 telcos), triggering a hard anti-signal gate. Additionally, the stock trades at a significant premium to sector multiples with zero insider buying and heavily bearish options flow, offering no asymmetric or income edge.\"\n}\n```\nWait, the prompt says \"If scoring_inputs has anti_signals_present non-empty, treat each entry as a gate; skip unless you can articulate WHY it doesn't apply to this case.\" The dossier has `\"anti_signals\": [\"pump_signals\", \"concentration\"]`. I will note the concentration gate explicitly. The reason is fine.\nAll good.\nOutput matches exactly.\nProceeds. \n(Self-Correction/Verification during generation prep)\nCheck date rules: Not applicable for skip.\nCheck structure: Only skip JSON required.\nCheck tone: Analytical, direct.\nReady. \nOutput matches. \nProceeds. \n[Output Generation] -> *Proceeds*\n</think>\n\n{\n  \"skip\": true,\n  \"score\": 22,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 0,\n    \"catalyst\": 15,\n    \"mispricing\": 0,\n    \"quality\": 0,\n    \"technical\": 7\n  },\n  \"reason\": \"Customer concentration exceeds 30% (>50% from Tier-1 telcos), triggering a hard anti-signal gate. Additionally, the stock trades at a significant premium to sector multiples with zero insider buying and heavily bearish options flow, offering no asymmetric or income edge.\"\n}",
      "cleaned_content": "{\n  \"skip\": true,\n  \"score\": 22,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 0,\n    \"catalyst\": 15,\n    \"mispricing\": 0,\n    \"quality\": 0,\n    \"technical\": 7\n  },\n  \"reason\": \"Customer concentration exceeds 30% (>50% from Tier-1 telcos), triggering a hard anti-signal gate. Additionally, the stock trades at a significant premium to sector multiples with zero insider buying and heavily bearish options flow, offering no asymmetric or income edge.\"\n}",
      "tool_calls": null,
      "finish_reason": "stop"
    }
  ],
  "tool_results": [],
  "final_message": "{\n  \"skip\": true,\n  \"score\": 22,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 0,\n    \"catalyst\": 15,\n    \"mispricing\": 0,\n    \"quality\": 0,\n    \"technical\": 7\n  },\n  \"reason\": \"Customer concentration exceeds 30% (>50% from Tier-1 telcos), triggering a hard anti-signal gate. Additionally, the stock trades at a significant premium to sector multiples with zero insider buying and heavily bearish options flow, offering no asymmetric or income edge.\"\n}",
  "tool_calls_total": 0,
  "walltime_ms": 47779,
  "stop_reason": "stop",
  "completed_at": "2026-06-19T17:50:36.772Z"
}