{ "model": "qwen/qwen3.6-35b-a3b", "started_at": "2026-05-19T03:17:08.321Z", "system_prompt": "You are Analyst, the thesis-judgment stage of an AI trade-ideas pipeline.\n\nScout has already gathered a JSON dossier of scoring_inputs. Your job is to\nSCORE the dossier against the methodology rubric and either draft an idea\n(if score ≥ 60) or skip.\n\nOPTION B (skip) IS THE EXPECTED DEFAULT. The pipeline publishes rarely and\nonly when something clears a high bar. Most dossiers should return\n{ \"skip\": true, \"reason\": \"...\", \"score\": }. Mediocre publishes burn\nDevil's Advocate budget and create credibility risk on the public site.\n\nLOOK AT THE FULL STRUCTURE MENU. Even when Scout says 'no asymmetric long\nopportunity exists' (verdict=range_bound_or_income), there may be a clear\nINCOME structure (covered call against the high; strangle inside an IV-\nelevated band; CSP at a downside-defended strike). Don't reflex-skip just\nbecause long_stock isn't attractive. Read the dossier looking for what\nSHAPE OF TRADE fits, not just whether long is fits.\n\nSCORING RUBRIC (sum to max 100)\n\nA. SMART-MONEY CLUSTER (max 25) — from scoring_inputs.smart_money\n • 10 pts if 3+ distinct insiders with open-market purchases (code P) in\n last 90 days totaling ≥ $500K\n • +3 pts if CEO is among the buyers\n • +3 pts if CFO is among the buyers\n • +2 pts if total purchases > $5M\n • 5 pts for a known concentrated 13F initiation/add (Berkshire, Pershing\n Square, Appaloosa, Greenlight, Scion, Polen, Pabrai, Tepper, etc.)\n • +3 pts if it's in the manager's top-3 positions\n • 2 pts for politician STOCK Act recent buy\n • +1 pt if multiple unrelated members bought within 30 days\n • Penalty: −10 pts if material insider SELLING > BUYING in dollars\n\nB. OPTIONS FLOW / UOA (max 10) — from scoring_inputs.options_flow\n • 4 pts: whale_call_blocks_otm ≥ 2 with flow_directional_bias = bullish\n and flow_strength ∈ {moderate, strong}\n • 3 pts: bullish IV skew (call IV > put IV) consistent with thesis\n • 2 pts: net_dollar_bias_pct > 30 (sustained call-side flow)\n • 1 pt: large OI building at a defended price level\n • Penalty: −5 pts if whale_put_blocks_otm ≥ 2 and bias is bearish\n without a hedging explanation\n\nC. CATALYST (max 25) — from scoring_inputs.catalyst\n • 10 pts: earnings within 90 days AND last 4 quarters' EPS surprise > 0%\n • 8 pts: pending product launch / FDA / contract milestone in horizon\n • 5 pts: recent guidance raise (last 90 days)\n • 5 pts: quantifiable sector tailwind (named hyperscaler capex flowing\n to this name in $)\n Cap at 25 even if components add to more.\n\nD. MISPRICING (max 15) — from scoring_inputs.mispricing\n • 5 pts: forward P/E ≥ 20% below sector median (with non-deteriorating\n earnings)\n • 4 pts: EV/EBITDA ≥ 30% below sector median\n • 4 pts: FCF yield ≥ 7% with stable FCF\n • 5 pts: SOTP gap ≥ 25% (replaces one of the above)\n Cap at 15.\n\nE. QUALITY (max 15) — from scoring_inputs.quality\n • 5 pts: ROIC ≥ 15% (or trending there)\n • 5 pts: gross margin expanding ≥ 3pp YoY\n • 5 pts: net debt / EBITDA ≤ 2x (or net cash)\n\nF. MOMENTUM/TECHNICAL (max 10) — from scoring_inputs.technical\n • 3 pts: above both 50DMA and 200DMA\n • 4 pts: 12-1 month price return positive AND beating sector\n • 2 pts: RSI 14 in 40-65 zone\n • 1 pt: MACD bullish cross in last 30 days\n\nRISK CLASS — choose one based on the dossier's market_cap field:\n \"core\" — market_cap > $5B. Standard methodology sizing.\n \"asymmetric\" — market_cap ≤ $5B (small-cap moonshot). 90%+ of these\n bets lose money or go to zero; the few that work pay\n for the rest. Position sizing is far more conservative\n to fit the variance.\n\nTHRESHOLDS — depend on risk_class\n\n CORE risk_class:\n ≥ 80 Publish, confidence 5, position size cap 4-5%\n 70-79 Publish, confidence 4, position size cap 2.5-3.0%\n 60-69 Publish, confidence 3, position size cap 1.5-2.0%\n 50-59 Skip unless catalyst <30d + insider cluster\n < 50 Skip\n\n ASYMMETRIC risk_class — strict sizing:\n ≥ 80 Publish, confidence 5, position size cap 1.5%\n 70-79 Publish, confidence 4, position size cap 1.0%\n 60-69 Publish, confidence 3, position size cap 0.5%\n < 60 Skip (no exception; small caps need a clear catalyst)\n Structure must be long_stock (options structures are wrong shape for\n moonshots; Compliance enforces this in code).\n\nANTI-SIGNAL GATES (any one of these forces skip regardless of score):\n • Going-concern audit qualification\n • Pending material litigation (DOJ/SEC enforcement, class action with merit)\n • Customer concentration > 30%\n • Convertible/warrant overhang creating dilution > 10% of float\n • Accounting irregularities (restatements, auditor changes)\n • Avg daily volume < $5M (liquidity gate)\n • Pump-and-dump signals (sudden volume + chat-room mentions)\n\nIf scoring_inputs has anti_signals_present non-empty, treat each entry as a\ngate; skip unless you can articulate WHY it doesn't apply to this case.\n\nEDGE CHECK (philosophical, not numeric)\n\nAfter scoring, ask: \"What does this idea say that the market doesn't already\nknow?\" If the answer is generic (it's cheap, AI is a tailwind, technicals\nlook great), the score is misleading — skip even if numerical score is 65.\nReal edge means a specific data point or interpretation the market missed.\n\nSCOUT VERDICT → STRUCTURE GUIDANCE\n\nRead scoring_inputs and Scout's verdict together. The verdict tells you\nWHICH structures Scout thinks are in scope for this name:\n\n verdict='promising' → long_stock | csp (for asymmetric long)\n verdict='range_bound_or_income' → cc | strangle | csp on pullback\n (DON'T default to long_stock — Scout\n already said this isn't an asymmetric\n long. Look at IV elevated → strangle;\n stock at 52w high, fundamentals healthy\n → cc against implicit long; pullback\n thesis with cash → csp)\n verdict='bearish_setup' → naked_call (rarely; respect ceiling)\n\nIf Scout supplied structure_hints[], they're a starting point. You can\noverride with reasoning, but if you go OUTSIDE the verdict's natural set,\nexplain why in thesis_long.\n\nSTRUCTURE SELECTION — full menu:\n\n long_stock — multi-quarter asymmetric thesis, IV not elevated, want\n full upside participation\n csp — bullish, want to own at strike, IV elevated, ann yield ≥15%\n cc — range-bound or mildly bullish, IV elevated, on top of long\n stock leg, if-called return ≥15% ann\n strangle — RANGE-BOUND thesis with elevated IV. Sell OTM call + OTM\n put. Need: comfortable owning at put_strike, no parabolic\n upside expectation. Ann yield ≥12%. Compute and emit\n breakeven_high (call_strike + total_premium) and\n breakeven_low (put_strike - total_premium).\n naked_put — same setup as CSP but using margin. ~2x yield, margin call\n risk. Only for margin-equipped accounts. Note explicitly.\n naked_call — bearish setup with elevated IV. UNCAPPED loss if rally.\n Confidence ceiling 4 (Compliance enforces). Requires\n explicit upside-shock thesis + defense plan in conditions.\n\nMatch the structure to the thesis shape — don't reach for naked options\njust because the premium is fatter. Most candidates are best as long_stock\nor CSP. Strangles only when you have a clear range thesis backed by IV\nand fundamentals.\n\nIF YOU SKIP — output exactly:\n {\n \"skip\": true,\n \"score\": <0-100 composite>,\n \"score_breakdown\": {\n \"smart_money\": <0-25>, \"options_flow\": <0-10>, \"catalyst\": <0-25>,\n \"mispricing\": <0-15>, \"quality\": <0-15>, \"technical\": <0-10>\n },\n \"reason\": \"1-2 sentences why this dossier doesn't support a thesis.\"\n }\n\nIF YOU PROCEED — output a draft idea matching this schema (this is the same\nschema the published site renders from):\n\n{\n \"skip\": false,\n \"score\": <0-100 composite>,\n \"score_breakdown\": {\n \"smart_money\": <0-25>, \"options_flow\": <0-10>, \"catalyst\": <0-25>,\n \"mispricing\": <0-15>, \"quality\": <0-15>, \"technical\": <0-10>\n },\n \"draft\": {\n \"slug\": \"YYYY-MM-DD-symbol-keyphrase\",\n \"symbol\": \"TICKER\",\n \"company\": \"Full name\",\n \"sector\": \"semis-ai-infra\" | \"small-cap-asymmetric\",\n \"risk_class\": \"core\" | \"asymmetric\",\n \"headline\": \"Punchy 1-line — the news angle on the thesis\",\n \"thesis_short\": \"1 sentence — why this trade exists.\",\n \"thesis_long\": [\n \"Opening paragraph framing the setup.\",\n \"## Catalyst\",\n \"Detailed catalyst narrative.\",\n \"## Why the market is mispricing this\",\n \"Edge explanation, citing dossier facts.\",\n \"## Numbers\",\n \"- Bullet 1 with concrete numbers from the dossier\",\n \"- Bullet 2\",\n \"## Risk\",\n \"Honest description of what could go wrong.\"\n ],\n \"structure\": {\n \"type\": \"long_stock\" | \"csp\" | \"cc\" | \"strangle\" | \"naked_put\" | \"naked_call\",\n \"long_stock\": { \"entry_zone_low\": , \"entry_zone_high\": , \"shares_per_unit\": 100 },\n \"csp\": { \"strike\": , \"expiry\": \"YYYY-MM-DD\", \"premium_target\": , \"annualized_yield_pct\": , \"if_assigned_basis\": },\n \"cc\": { \"underlying_basis\": , \"strike\": , \"expiry\": \"YYYY-MM-DD\", \"premium_target\": , \"if_called_return_pct\": },\n \"strangle\": { \"call_strike\": , \"put_strike\": , \"expiry\": \"YYYY-MM-DD\", \"call_premium_target\": , \"put_premium_target\": , \"total_premium_target\": , \"breakeven_high\": , \"breakeven_low\": , \"annualized_yield_pct\": , \"max_loss_note\": \"...\" },\n \"naked_put\": { \"strike\": , \"expiry\": \"YYYY-MM-DD\", \"premium_target\": , \"annualized_yield_pct\": , \"max_loss_per_contract\": , \"margin_estimate_per_contract\": , \"warning\": \"...\" },\n \"naked_call\": { \"strike\": , \"expiry\": \"YYYY-MM-DD\", \"premium_target\": , \"annualized_yield_pct\": , \"max_loss\": \"UNLIMITED\", \"warning\": \"...\" }\n },\n \"entry\": {\n \"price_at_idea\": ,\n \"conditions\": \"How/when to enter — e.g., 'Open starter on pullback to MA50.'\"\n },\n \"exit\": {\n \"target_price\": ,\n \"time_horizon_months\": ,\n \"stop_conditions\": \"Specific signal(s) that trigger a close.\"\n },\n \"risk\": {\n \"bear_case\": \"Honest, specific bear case (not generic 'market could fall').\",\n \"what_breaks_thesis\": \"Specific event/data that invalidates the call.\",\n \"position_size_pct\": <0.5 to 5.0, conviction-weighted>\n },\n \"sources\": [\n { \"label\": \"...\", \"url\": \"...\" }\n ],\n \"confidence\": <1-5, conservative>,\n \"analyst\": \"research-desk\",\n \"scout_model\": \"minimax/minimax-m2.7\",\n \"analyst_model\": \"qwen/qwen3.6-35b-a3b\",\n \"devils_advocate_verdict\": null\n }\n}\n\nONLY ONE STRUCTURE TYPE. Pick long_stock, csp, OR cc and only fill that\nsub-object. Leave the others null/omitted.\n\nALL NUMBERS must be drawn from the dossier or computable from it. Do not\ninvent prices, strikes, premiums.\n\nOUTPUT ONLY VALID JSON. No surrounding prose, no markdown fences.", "user_prompt": "Here is the dossier from Scout. Decide: skip or draft.\n\n\nLESSONS LEARNED: none yet.\n\nDOSSIER:\n{\n \"symbol\": \"DY\",\n \"company\": \"Dycom Industries, Inc.\",\n \"investigation_summary\": \"Dycom is a specialty contracting company serving telecom/digital infrastructure customers. It has delivered strong fundamental results with 4 consecutive quarters of +12-14% EPS beats, and backlog of $9.5B ($6.36B next-12 months) provides multi-year revenue visibility. Four independent directors made small open-market purchases on May 4 at $429.47 (totaling ~$52K). Vanguard disclosed a >5% stake in late April. However, the stock is near its 52-week high ($419.66 vs $464.82 peak), forward P/E of 24.4x and EV/EBITDA of ~20.8x look elevated versus construction-sector peers, and net leverage (net debt ~$2.27B) combined with customer concentration risk (AT&T 25%, Lumen 11%) is a structural concern if telecom capex slows. Earnings are May 27 — 8 DTE from today.\",\n \"verdict\": \"range_bound_or_income\",\n \"confidence_in_data\": 4,\n \"structure_hints\": [\n \"cc\"\n ],\n \"business_snapshot\": \"Dycom Industries is the largest specialty contractor serving U.S. telecom/digital infrastructure, operating through 38 subsidiaries across all 50 states. Two reportable segments: Communications (fiber/copper/coaxial construction, wireless installation, underground locating) and Building Systems (electrical/data center infrastructure acquired via Power Solutions in Oct 2025). Revenue grew 34% YoY to $5.55B in FY2026 with strong EBITDA margins (~12.9%). Customer concentration is high: AT&T 25.4%, Verizon/Frontier combined ~14%, LumenTechnologies (including its mass markets fiber sold to AT&T in Feb 2026) ~10.8%. Total backlog of $9.54B ($6.36B next-12 months) provides substantial revenue coverage. The company is a direct beneficiary of AI-driven fiber and data center buildout but trades at a rich multiple relative to sector.\",\n \"scoring_inputs\": {\n \"smart_money\": {\n \"insider_open_market_purchases_90d\": [\n {\n \"insider\": \"Raejeanne Skillern\",\n \"role\": \"Director\",\n \"amount_usd\": 17608.27,\n \"date\": \"2026-05-04\",\n \"source_url\": \"https://www.sec.gov/Archives/edgar/data/67215/000194668426000011/xslF345X06/primarydocument.xml\"\n },\n {\n \"insider\": \"Jennifer M. Fritzsche\",\n \"role\": \"Director\",\n \"amount_usd\": 10736.75,\n \"date\": \"2026-05-04\",\n \"source_url\": \"https://www.sec.gov/Archives/edgar/data/67215/000182996226000002/xslF345X06/primarydocument.xml\"\n },\n {\n \"insider\": \"Stephen O. LeClair\",\n \"role\": \"Director\",\n \"amount_usd\": 12025.16,\n \"date\": \"2026-05-04\",\n \"source_url\": \"https://www.sec.gov/Archives/edgar/data/67215/000165931226000002/xslF345X06/primarydocument.xml\"\n },\n {\n \"insider\": \"Philip R. Gallagher\",\n \"role\": \"Director\",\n \"amount_usd\": 12025.16,\n \"date\": \"2026-05-04\",\n \"source_url\": \"https://www.sec.gov/Archives/edgar/data/67215/000145641226000002/xslF345X06/primarydocument.xml\"\n }\n ],\n \"insider_open_market_total_usd_90d\": 52395.34,\n \"distinct_insider_buyers_90d\": 4,\n \"ceo_buy_present\": false,\n \"cfo_buy_present\": false,\n \"material_insider_selling_90d_usd\": 0,\n \"notable_13f_holders\": [\n \"pending_v2_note_Vanguard_disclosed_gt5pct_stake_April2026_Schedule13G\"\n ],\n \"politician_recent_buys\": [\n \"pending_v2\"\n ]\n },\n \"catalyst\": {\n \"next_earnings_date\": \"2026-05-27\",\n \"recent_eps_surprise_pattern\": \"4 consecutive quarters with 12.4%, 14.0%, 13.1%, and 14.0% positive EPS surprises — Q3 FY26 beat of $3.63 vs $3.21 estimate; Q2 FY26 beat of $3.33 vs $2.92; Q1 FY26 beat of $1.83 vs $1.78\",\n \"guidance_raise_in_last_90d\": false,\n \"named_catalysts\": [\n {\n \"type\": \"earnings\",\n \"description\": \"Q1 FY2027 earnings report with Q4 FY2026 results showing strong beat ($3.63 actual vs $3.21 est; FY2026 EPS ~$14.26 on $5.55B revenue). First quarter fully including Power Solutions acquisition.\",\n \"date_or_window\": \"2026-05-27\",\n \"source_urls\": [\n \"https://www.sec.gov/Archives/edgar/data/67215/000006721526000004/dy-20260304.htm\"\n ],\n \"directional_bias\": \"bullish\"\n },\n {\n \"type\": \"m&a\",\n \"description\": \"AT&T's February 2, 2026 acquisition of Lumen Technologies' mass markets fiber business (10.8% of DY revenue) creates near-term customer transition risk but also potential for new work as AT&T integrates the assets.\",\n \"date_or_window\": \"2026-02-2026 ongoing\",\n \"source_urls\": [\n \"https://www.sec.gov/Archives/edgar/data/67215/000006721526000008/dy-20260131.htm\"\n ],\n \"directional_bias\": \"ambiguous\"\n },\n {\n \"type\": \"product\",\n \"description\": \"Power Solutions acquisition (Oct 25, 2025) adds data center electrical infrastructure services; first full quarter in Q1 FY2027 results. Provides exposure to AI-driven data center buildout.\",\n \"date_or_window\": \"Q1 FY2027 earnings 2026-05-27\",\n \"source_urls\": [\n \"https://www.sec.gov/Archives/edgar/data/67215/000006721525000079/dy-20251025.htm\"\n ],\n \"directional_bias\": \"bullish\"\n },\n {\n \"type\": \"sector\",\n \"description\": \"AI-driven fiber and data center buildout creating sustained multi-year demand for telecom infrastructure contractors. Analysts lifting estimates in May 2026 citing AI infrastructure tailwinds.\",\n \"date_or_window\": \"Ongoing multi-year trend\",\n \"source_urls\": [\n \"https://finance.yahoo.com/markets/stocks/articles/dycom-industries-dy-valuation-check-201039478.html\"\n ],\n \"directional_bias\": \"bullish\"\n }\n ]\n },\n \"mispricing\": {\n \"forward_pe\": 24.43,\n \"sector_median_forward_pe\": null,\n \"ev_to_ebitda\": 20.81,\n \"sector_median_ev_to_ebitda\": null,\n \"fcf_yield_pct\": 2.19,\n \"sotp_gap_pct\": null,\n \"narrative\": \"DY trades at 24.4x forward earnings vs estimated construction services sector median ~16-18x — a significant premium reflecting AI infrastructure enthusiasm and strong backlog visibility. EV/EBITDA of ~20.8x is also elevated versus peers (~12-15x for engineering & construction). At $419.66 the stock is 9.7% below its 52-week high; analyst target mean is $473.82 (13% upside), suggesting some room but not compelling relative to valuation risk.\"\n },\n \"quality\": {\n \"roic_pct\": 18.15,\n \"gross_margin_trend_pp_yoy\": null,\n \"net_debt_to_ebitda\": 4.46,\n \"balance_sheet_grade\": \"C\"\n },\n \"technical\": {\n \"above_50dma\": true,\n \"above_200dma\": true,\n \"rsi_14\": 50.7,\n \"macd_recent_bullish_cross\": false,\n \"12_1_momentum_vs_sector_pct\": null\n }\n },\n \"price_context\": {\n \"last_close\": 419.66,\n \"ytd_return_pct\": 25.84,\n \"from_52w_high_pct\": 9.72\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 $5.55B (+34% YoY), EBITDA margin 12.9%, EPS ~$14.26 on 53-week fiscal year (extra week vs FY2025)\",\n \"AT&T concentration risk: 25.4% of revenues; Lumen 10.8%; Verizon/Frontier combined ~14%\",\n \"Total backlog $9.54B with next-12 months $6.36B — massive revenue coverage\",\n \"Power Solutions acquisition Q3 FY2026 ($150M+ revenue impact) adds data center electrical infrastructure capability\",\n \"Net debt ~$2.27B (total debt $939M less cash $720M); leverage elevated but manageable given strong FCF\",\n \"53rd week in FY2026 added approximately $100M incremental revenue vs 52-week year\"\n ],\n \"key_takeaways_raw_from_filings\": [\n \"AT&T: 25.4% of revenues; Lumen: 10.8%; Verizon (includes Frontier from Jan 20, 2026 acquisition): ~14%. High customer concentration risk.\",\n \"Power Solutions acquired Oct 2025 — first full quarter in Q1 FY2027\",\n \"Backlog $9.54B total; $6.36B next-12 months.\",\n \"Net debt to EBITDA ~4.5x at FY2026 year-end\"\n ]\n },\n {\n \"form\": \"10-Q\",\n \"filed\": \"2025-11-20\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/67215/000006721525000079/dy-20251025.htm\",\n \"key_takeaways\": [\n \"Q3 FY2026 (9 months ended Oct 25, 2025): Revenue $4.09B (+13% YoY), Net income $264.9M (+32%), Diluted EPS $9.05 vs $6.81 year ago\",\n \"Strong Q3 beat: $3.63 actual vs $3.21 estimate — continuing the pattern of significant positive surprises\",\n \"Accounts receivable and contract assets grew to $1.59B from $1.37B (working capital build) — normal for this business but worth monitoring\",\n \"Cloud computing software asset jumped from $29.8M to $55.5M — company investing in technology/digital infrastructure\"\n ]\n },\n {\n \"form\": \"8-K\",\n \"filed\": \"2026-03-04\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/67215/000006721526000004/dy-20260304.htm\",\n \"key_takeaways\": [\n \"FY2026 Q4 and full year results: strong beat. Company provided forward guidance.\"\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 \"New $800M Term Loan B facility replacing the 364-day bridge loan; used to refinance prior bridge and add cash to balance sheet. Financial flexibility maintained.\"\n ]\n }\n ],\n \"options_context\": {\n \"expiries_examined\": [\n \"2026-05-29 (8 DTE)\",\n \"2026-06-18\"\n ],\n \"iv_summary\": \"Jun 18 ATM IV ~70.9%; near-term May expiry would carry elevated event premium (~70-75%). Put skew is pronounced: ITM puts at $430 strike show IV ~68% with wide bid/ask spreads indicating illiquidity in the near-term series.\",\n \"notable_skew_or_flow\": \"Put skew is notable — 202 contracts traded at $430 put on Jun18 expiry (OI of only 31, suggesting new positioning). Put/call ratio overall skewed bearish. Call OI concentrated at $430 and $440 strikes (~1,400 combined) vs spot ~$419.66. ATM IV elevated at ~70% reflects earnings event risk.\"\n },\n \"competitive_landscape\": \"Dycom is the largest player in a highly fragmented specialty telecom construction market with few barriers to entry. No comparable pure-play public competitor exists — MasTec (MTZ), EMCOR Group (EME), and Quanta Services (PWR) are adjacent but broader. DY's advantage: national footprint, 38 subsidiaries for local execution, strong customer relationships. Risk: customers can perform work in-house or use competitors; contracts typically cancelable for convenience.\",\n \"key_risks\": [\n \"Customer concentration — AT&T (25.4%), Verizon/Frontier (~14%), Lumen (10.8%) = ~50% from top 3\",\n \"AT&T-Lumen mass markets fiber deal closed Feb 2, 2026 creates near-term revenue transition uncertainty as work previously under Lumen MSA migrates to AT&T\",\n \"High net debt ($2.27B) makes the company vulnerable if telecom capex cycles down\",\n \"Valuation stretched vs sector: forward P/E 24.4x vs ~16-18x for construction services peers; EV/EBITDA 20.8x vs ~12-15x peer median\",\n \"LumenTechnologies filed for bankruptcy in 2023 — Dycom still had $281M receivable from Lumen (16.7% of total) as of Q3 FY2026\",\n \"Seasonal weakness: fiscal Q1 and Q4 (Jan/April quarters) experience weather-related disruptions and fewer work days\"\n ],\n \"what_the_market_might_be_missing\": \"Nothing material — the Power Solutions acquisition for data center electrical infrastructure is well-covered by recent analyst reports. The Lumen-to-AT&T customer transition post-acquisition could create a brief revenue gap if AT&T rationalizes overlapping vendor relationships, but this is speculative. Backlog strength ($6.36B NTM) is publicly disclosed and already priced in.\",\n \"anti_signals_present\": [\n \"concentration\",\n \"dilution\"\n ],\n \"sources\": [\n {\n \"label\": \"FY2026 10-K\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/67215/000006721526000008/dy-20260131.htm\"\n },\n {\n \"label\": \"Q3 FY2026 10-Q\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/67215/000006721525000079/dy-20251025.htm\"\n },\n {\n \"label\": \"FY2026 Q4 Earnings 8-K\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/67215/000006721526000004/dy-20260304.htm\"\n },\n {\n \"label\": \"Term Loan B Refinancing 8-K\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/67215/000119312526024606/d34254d8k.htm\"\n },\n {\n \"label\": \"Director Buy Form 4 — Skillern\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/67215/000194668426000011/xslF345X06/primarydocument.xml\"\n },\n {\n \"label\": \"Vanguard 13G Article\",\n \"url\": \"https://finance.yahoo.com/markets/stocks/articles/dycom-industries-dy-5-6-031252498.html\"\n }\n ],\n \"unfetched_signals\": [\n \"13f_deltas\",\n \"politician_trades\",\n \"sentiment_score\"\n ]\n}\n\nOutput ONLY the decision JSON described in the system prompt. Do NOT\ninclude ... reasoning blocks — they eat the output token\nbudget and produce truncated, unparseable decisions.", "completions": [ { "ts": "2026-05-19T03:17:43.090Z", "raw_content": "The dossier is for DY (Dycom Industries, Inc.).\nScoring:\nA. Smart-Money Cluster:\n- 4 distinct insiders (directors) bought ~$52K total. (< $500K, so 0 pts for first bullet)\n- CEO/CFO not buyers. (0 pts)\n- Total < $5M. (0 pts)\n- Notable 13F: Vanguard >5% stake. Not a top-3 concentrated initation by listed managers. (0 pts)\n- Politician recent buys: pending. (0 pts)\n- No material selling.\nScore A: 0\n\nB. Options Flow / UOA:\n- IV elevated ~70% for Jun expiry. Put skew pronounced. Put/call ratio bearish.\n- No whale call blocks mentioned.\nScore B: 0 (Penalty maybe? Put skew bearish without hedging explanation? I'll give 0 or -2, but capped at 0 for the section score, or just 0). Let's say 0.\n\nC. Catalyst:\n- Earnings May 27 (8 DTE). Last 4 quarters EPS surprise > 0% (12.4%, 14.0%, 13.1%, 14.0%). -> 10 pts.\n- No guidance raise.\n- Product: Power Solutions acquisition first full quarter. (5 pts for product/sector? The rubric says \"pending product launch / FDA / contract milestone in horizon\" or \"quantifiable sector tailwind\". I'll give 5 pts for the sector tailwind / acquisition milestone.)\n- Cap at 25. I'll give 15.\n\nD. Mispricing:\n- Forward P/E 24.4x vs sector median ~16-18x. (Not below, it's above. 0 pts)\n- EV/EBITDA 20.8x vs ~12-15x. (0 pts)\n- FCF yield 2.19%. (0 pts)\n- SOTP gap null.\nScore D: 0\n\nE. Quality:\n- ROIC 18.15% (≥15%) -> 5 pts.\n- Gross margin trend null.\n- Net debt/EBITDA 4.46 (>2x). -> 0 pts.\nScore E: 5\n\nF. Momentum/Technical:\n- Above 50DMA and 200DMA -> 3 pts.\n- 12-1 momentum null.\n- RSI 50.7 (40-65 zone) -> 2 pts.\n- MACD cross false.\nScore F: 5\n\nTotal Score: 0 + 0 + 15 + 0 + 5 + 5 = 25.\nWait, let's re-evaluate Catalyst: Earnings within 90 days AND last 4 quarters' EPS surprise > 0% -> 10 pts.\nSector tailwind / M&A -> maybe 5 pts.\nTotal C: 15.\nScore ~25.\n\nRisk Class: Market cap not given, but DY trades at ~$420. Let's assume >$5B (DY is usually mid/large cap, ~$10B+). So \"core\".\nThresholds for Core: <50 Skip.\nAnti-signal gates: \"concentration\", \"dilution\". Customer concentration >30%? AT&T 25.4%, Lumen 10.8%, Verizon/Frontier 14%. Total top 3 ~50%. This triggers the >30% customer concentration gate.\nAlso, valuation is stretched (P/E 24.4x vs 16-18x peers).\nThe dossier explicitly says \"range_bound_or_income\" and \"what_the_market_might_be_missing: Nothing material\".\nThe edge check fails. The market isn't missing anything. It's expensive, highly concentrated, and near highs with elevated IV.\nVerdict: Skip.\n\nLet's calculate score carefully to be sure.\nA: 0\nB: 0\nC: 10 (earnings beats) + 0 (no guidance raise, product milestone is past, sector tailwind is generic) -> 10\nD: 0\nE: 5 (ROIC)\nF: 5 (above 50/200 DMA, RSI 50.7)\nTotal: 20.\nClearly < 50. Skip.\n\nReason: \"Valuation is stretched relative to peers (24x Fwd P/E vs 16-18x sector median) and customer concentration exceeds 30%, triggering anti-signal gates. The market has already priced in the AI infrastructure tailwind and backlog visibility, leaving no clear asymmetric edge or mispricing to exploit.\"\n\nCheck structure: output exactly the skip JSON.\nAll good.\nI will produce the skip JSON.\nScore breakdown:\nsmart_money: 0\noptions_flow: 0\ncatalyst: 10\nmispricing: 0\nquality: 5\ntechnical: 5\nTotal: 20.\nMatches criteria.\nProceed. \nWait, let's verify catalyst points. \"10 pts: earnings within 90 days AND last 4 quarters' EPS surprise > 0%\". Yes, 10.\n\"5 pts: quantifiable sector tailwind\". I'll give 0 because it's vague \"AI-driven fiber and data center buildout creating sustained multi-year demand\". Not quantifiable.\nSo C=10.\nTotal = 20.\nSkip.\nOutput matches schema.\nDone. \nLet's double check anti-signal gates: \"Customer concentration > 30%\". Dossier says AT&T 25.4%, Lumen 10.8%, Verizon/Frontier 14%. Total ~50%. Gate triggered.\nSkip is correct.\nOutput JSON. \nProceed. \nSelf-Correction/Refinement during thought: \nCould I score it higher? No. The rubric is strict. \nI will output the skip JSON exactly as requested.\nFormat:\n{\n \"skip\": true,\n \"score\": 20,\n \"score_breakdown\": {\n \"smart_money\": 0,\n \"options_flow\": 0,\n \"catalyst\": 10,\n \"mispricing\": 0,\n \"quality\": 5,\n \"technical\": 5\n },\n \"reason\": \"Valuation is stretched relative to peers and customer concentration exceeds 30%, triggering anti-signal gates. The market has already priced in the AI infrastructure tailwind and backlog visibility, leaving no clear asymmetric edge or mispricing to exploit.\"\n}\nMatches requirements. Output matches.\nDone. \nProceeds. \nOutput Generation. \n[Done] \n(Self-Correction/Verification during generation prep)\nCheck rubric for Catalyst: \"10 pts: earnings within 90 days AND last 4 quarters' EPS surprise > 0%\". Yes.\nCheck rubric for Quality: \"5 pts: ROIC ≥ 15%\". Yes.\nCheck rubric for Technical: \"3 pts: above both 50DMA and 200DMA\", \"2 pts: RSI 14 in 40-65 zone\". Yes.\nTotal 20.\nAll good.\nOutput matches exactly. \nProceeds. \n[Output Generation] -> JSON. \n(Note: I will ensure the JSON is valid and matches the prompt's requested format for skipping.)\nDone. \nOutput Generation. \n```json\n{\n \"skip\": true,\n \"score\": 20,\n \"score_breakdown\": {\n \"smart_money\": 0,\n \"options_flow\": 0,\n \"catalyst\": 10,\n \"mispricing\": 0,\n \"quality\": 5,\n \"technical\": 5\n },\n \"reason\": \"Valuation is stretched relative to peers (24x Fwd P/E vs ~16-18x sector median) and customer concentration exceeds 30%, triggering anti-signal gates. The market has already priced in the AI infrastructure tailwind and backlog visibility, leaving no clear asymmetric edge or mispricing to exploit.\"\n}\n```\nMatches perfectly. No extra text. Valid JSON. Ready. \nProceeds. \n[Final Check of the Prompt]\n\"OUTPUT ONLY VALID JSON. No surrounding prose, no markdown fences.\"\nI will output raw JSON.\nAll good. \nProceeds. \n[Output Generation] -> (raw json)\n{\n \"skip\": true,\n \"score\": 20,\n \"score_breakdown\": {\n \"smart_money\": 0,\n \"options_flow\": 0,\n \"catalyst\": 10,\n \"mispricing\": 0,\n \"quality\": 5,\n \"technical\": 5\n },\n \"reason\": \"Valuation is stretched relative to peers (24x Fwd P/E vs ~16-18x sector median) and customer concentration exceeds 30%, triggering anti-signal gates. The market has already priced in the AI infrastructure tailwind and backlog visibility, leaving no clear asymmetric edge or mispricing to exploit.\"\n}\nDone. \n(Self-Correction/Note during thought: I should make sure the JSON doesn't have markdown fences as instructed: \"No surrounding prose, no markdown fences.\")\nI will output raw text.\nProceeds. \n[Output Generation] -> *Proceeds*\n\n\n{\n \"skip\": true,\n \"score\": 20,\n \"score_breakdown\": {\n \"smart_money\": 0,\n \"options_flow\": 0,\n \"catalyst\": 10,\n \"mispricing\": 0,\n \"quality\": 5,\n \"technical\": 5\n },\n \"reason\": \"Valuation is stretched relative to peers (24x Fwd P/E vs ~16-18x sector median) and customer concentration exceeds 30%, triggering anti-signal gates. The market has already priced in the AI infrastructure tailwind and backlog visibility, leaving no clear asymmetric edge or mispricing to exploit.\"\n}", "cleaned_content": "{\n \"skip\": true,\n \"score\": 20,\n \"score_breakdown\": {\n \"smart_money\": 0,\n \"options_flow\": 0,\n \"catalyst\": 10,\n \"mispricing\": 0,\n \"quality\": 5,\n \"technical\": 5\n },\n \"reason\": \"Valuation is stretched relative to peers (24x Fwd P/E vs ~16-18x sector median) and customer concentration exceeds 30%, triggering anti-signal gates. The market has already priced in the AI infrastructure tailwind and backlog visibility, leaving no clear asymmetric edge or mispricing to exploit.\"\n}", "tool_calls": null, "finish_reason": "stop" } ], "tool_results": [], "final_message": "{\n \"skip\": true,\n \"score\": 20,\n \"score_breakdown\": {\n \"smart_money\": 0,\n \"options_flow\": 0,\n \"catalyst\": 10,\n \"mispricing\": 0,\n \"quality\": 5,\n \"technical\": 5\n },\n \"reason\": \"Valuation is stretched relative to peers (24x Fwd P/E vs ~16-18x sector median) and customer concentration exceeds 30%, triggering anti-signal gates. The market has already priced in the AI infrastructure tailwind and backlog visibility, leaving no clear asymmetric edge or mispricing to exploit.\"\n}", "tool_calls_total": 0, "walltime_ms": 34770, "stop_reason": "stop", "completed_at": "2026-05-19T03:17:43.091Z" }