{
  "model": "qwen/qwen3.6-35b-a3b",
  "started_at": "2026-06-04T15:42:26.795Z",
  "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: 2026-06-04. 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 2026-06-04. 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 2026-06-04, it is WRONG — re-read the live tool output.\n\nHere is the dossier from Scout. Decide: skip or draft.\n\n\nLESSONS LEARNED: none yet.\n\nDOSSIER:\n{\n  \"symbol\": \"ATRO\",\n  \"company\": \"Astronics Corporation\",\n  \"investigation_summary\": \"Astronics is a well-run aerospace & defense technology company with record Q1 bookings ($290M), backlog of $734M, and strong margin expansion. The stock has surged 170% over 12 months on commercial aerospace recovery and IFEC momentum, but now trades at ~28x forward earnings — rich relative to its peer group. No open-market insider buys were detected (recent Form 4s reflect RSU vestings, not director purchases). Options skew is modestly put-heavy. The company has elevated debt (D/E 234%) and a Lufthansa Technik patent litigation overhang. This is a quality business at full-to-rich valuation with no clear near-term mispricing — the appropriate verdict is structured income on pullbacks rather than an asymmetric long setup.\",\n  \"verdict\": \"range_bound_or_income\",\n  \"confidence_in_data\": 4,\n  \"structure_hints\": [\n    \"cc\",\n    \"csp\",\n    \"strangle\"\n  ],\n  \"business_snapshot\": \"Astronics Corporation designs and manufactures advanced technologies for aerospace, defense, and electronics markets. Its Aerospace segment (roughly 93% of revenue) supplies lighting/safety systems, electrical power generation/distribution, IFEC products, seat motion systems, avionics, and aircraft structures to commercial transport OEMs, the U.S. DoD, and general aviation operators. The Test Systems segment provides automated test equipment for defense/government clients. FY2025 revenue was ~$886M; Q1 2026 came in at $230.6M (+12% YoY) with net income of $25.5M — a strong beat driven by IFEC strength and productivity gains. Commercial transport represents ~75% of aerospace sales, military 15%, general aviation 9%. Boeing accounts for ~10% of total sales. Recent acquisitions (Envoy Aerospace ODA services, Bühler Motor Aviation seat actuation) expand capabilities in certification and seat motion markets.\",\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\": \"2026-07-30\",\n      \"recent_eps_surprise_pattern\": \"Q3 2025 beat 17.6%, Q4 2025 beat 25% (EPS actual $0.75 vs est $0.60). Q1 2026 results strong with revenue $230M at high end of guidance.\",\n      \"guidance_raise_in_last_90d\": true,\n      \"named_catalysts\": [\n        {\n          \"type\": \"product\",\n          \"description\": \"TS-4549/T Radio Test Sets — U.S. Army production order worth ~$44.7M announced May 27, 2026\",\n          \"date_or_window\": \"May 2026\",\n          \"source_urls\": [\n            \"https://finance.yahoo.com/markets/stocks/articles/astronics-corporation-receives-production-order-203000638.html\"\n          ],\n          \"directional_bias\": \"bullish\"\n        },\n        {\n          \"type\": \"earnings\",\n          \"description\": \"Record Q1 bookings $290.4M, record backlog $734.3M, full-year 2026 revenue guidance raised to $970M-$1B (vs prior year $886M)\",\n          \"date_or_window\": \"Q1 2026 earnings May 13, 2026\",\n          \"source_urls\": [\n            \"https://finance.yahoo.com/markets/stocks/articles/does-record-q1-results-raised-121422848.html\"\n          ],\n          \"directional_bias\": \"bullish\"\n        },\n        {\n          \"type\": \"product\",\n          \"description\": \"IFEC (Inflight Entertainment & Connectivity) product line driving commercial transport growth — $110.7M in Q1 2026 alone\",\n          \"date_or_window\": \"Ongoing\",\n          \"source_urls\": [\n            \"https://www.sec.gov/Archives/edgar/data/8063/000000806326000025/atro-20260404.htm\"\n          ],\n          \"directional_bias\": \"bullish\"\n        }\n      ]\n    },\n    \"mispricing\": {\n      \"forward_pe\": 27.86,\n      \"sector_median_forward_pe\": null,\n      \"ev_to_ebitda\": 27.15,\n      \"sector_median_ev_to_ebitda\": null,\n      \"fcf_yield_pct\": -0.08,\n      \"narrative\": \"ATRO trades at ~28x forward earnings — a premium to most aerospace/defense peers in the 18-25x range — reflecting strong IFEC momentum and commercial recovery tailwinds that are already well-known to the market. No clear mispricing; stock has run +170% in one year.\"\n    },\n    \"quality\": {\n      \"roic_pct\": null,\n      \"gross_margin_trend_pp_yoy\": \"Gross margin expanded from ~29.5% (Q1 2025) to ~32.6% (Q1 2026), a meaningful improvement\",\n      \"net_debt_to_ebitda\": null,\n      \"balance_sheet_grade\": \"C\"\n    },\n    \"technical\": {\n      \"above_50dma\": true,\n      \"above_200dma\": true,\n      \"rsi_14\": 60.6,\n      \"macd_recent_bullish_cross\": true,\n      \"12_1_momentum_vs_sector_pct\": null\n    }\n  },\n  \"price_context\": {\n    \"last_close\": 87.06,\n    \"ytd_return_pct\": 49,\n    \"from_52w_high_pct\": -4\n  },\n  \"filings_reviewed\": [\n    {\n      \"form\": \"10-K\",\n      \"filed\": \"2026-02-26\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/8063/000000806326000021/atro-20251231.htm\",\n      \"key_takeaways\": [\n        \"Boeing represents 10.4% of FY2025 sales (concentration risk flagged)\",\n        \"FY2025 revenue $886M vs $795M prior year (+11%); net income growth from margin expansion\",\n        \"Lufthansa Technik patent infringement litigation ongoing — damages and interest paid in 2025, provision adjusted\",\n        \"Acquired Envoy Aerospace (ODA services, ~$8.3M) June 2025 and Bühler Motor Aviation (seat actuation, ~$18M) Oct 2025\",\n        \"New $300M senior secured revolving credit facility replacing ABL facility; $85M drawn at year-end\",\n        \"Debt: Convertible notes ($2030 & $2031), term loan, revolver totaling ~$335M long-term debt\",\n        \"Forward-looking risk factors include Boeing concentration, supply chain inflation, tariff exposure\"\n      ]\n    },\n    {\n      \"form\": \"10-Q\",\n      \"filed\": \"2026-05-13\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/8063/000000806326000025/atro-20260404.htm\",\n      \"key_takeaways\": [\n        \"Q1 2026: Revenue $230.6M (+12% YoY), gross margin 32.6%, income from operations $27.2M (vs $13.1M Q1 2025)\",\n        \"Backlog of $734.3M with ~$596M expected to convert in next 12 months; record quarterly bookings $290.4M\",\n        \"IFEC product line now largest at $110.7M revenue in quarter (+7% YoY); Seat Motion surged from $6.7M to $19.9M on Bühler integration\",\n        \"Test Systems Q1 $16.8M vs $14.6M — modest contribution but growing; government/defense customer base diversifying away from commercial\",\n        \"Balance sheet: Total debt ~$335M, cash $11.9M (down from $18M at year-end as capex increased); net debt position significant\",\n        \"Bad debt expense $0.65M in Q1; allowance for credit losses $1.36M — watch for AR quality with Boeing exposure\"\n      ]\n    }\n  ],\n  \"options_context\": {\n    \"expiries_examined\": [\n      \"2026-07-17\",\n      \"2026-09-18\"\n    ],\n    \"iv_summary\": \"ATM IV ~57-60% at Jul 17 expiry (~42 DTE); ATM IV ~65% at Sep 18 (~105 DTE). Elevated relative to sector average — rich premium environment.\",\n    \"notable_skew_or_flow\": \"Put/call ratio 1.75x (bearish lean) per aggregate flow; top OI put strikes at $80 (46 contracts), $90 (31); top call OI at $95 (65). No whale blocks detected on crude UOA feed.\"\n  },\n  \"competitive_landscape\": \"Astronics competes against B/E Aerospace (Safran), Rockwell Collins, Honeywell, and smaller IFEC players. Its moat lies in integrated electrical power/lighting/IFEC for narrowbody aircraft (A320, 737 MAX) where Astronics has high content per shipset. Bühler Motor acquisition expands addressable market into premium seat actuation. Test Systems competes with Marvin Engineering and other defense test integrators — smaller but growing segment.\",\n  \"key_risks\": [\n    \"Boeing concentration risk: 10%+ of revenue; Boeing's ongoing production struggles (737 MAX, 787) could pressure demand\",\n    \"Elevated leverage: net debt/EBITDA meaningful given ~$335M debt against ~$123M EBITDA run-rate\",\n    \"Lufthansa Technik patent litigation overhang — ongoing since 2019 with damages paid but injunction risk if resolved unfavorably\",\n    \"IFEC market is cyclical and dependent on commercial air traffic recovery; any airline financial stress could defer upgrades\",\n    \"High D/E of 234% limits financial flexibility for further acquisitions or downturn absorption\"\n  ],\n  \"what_the_market_might_be_missing\": \"The Bühler Motor acquisition (Oct 2025) adds seat actuation to the product portfolio — management has not fully quantified the revenue synergy potential from cross-selling IFEC + seat motion to existing customers, which could expand TAM materially. Additionally, record backlog conversion in FY2026 guidance of $970M-$1B implies strong margin leverage as fixed cost absorption improves over the next 2-3 quarters.\",\n  \"anti_signals_present\": [\n    \"concentration\",\n    \"dilution\"\n  ],\n  \"sources\": [\n    {\n      \"label\": \"10-K FY2025\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/8063/000000806326000021/atro-20251231.htm\"\n    },\n    {\n      \"label\": \"10-Q Q1 2026\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/8063/000000806326000025/atro-20260404.htm\"\n    },\n    {\n      \"label\": \"Q1 Earnings Beat Analysis\",\n      \"url\": \"https://finance.yahoo.com/markets/stocks/articles/does-record-q1-results-raised-121422848.html\"\n    },\n    {\n      \"label\": \"Class B Distribution + Army Order\",\n      \"url\": \"https://finance.yahoo.com/markets/stocks/articles/astronics-class-b-distribution-shelf-080846286.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 <think>...</think> reasoning blocks — they eat the output token\nbudget and produce truncated, unparseable decisions.",
  "completions": [
    {
      "ts": "2026-06-04T15:43:33.029Z",
      "raw_content": "<think>The dossier is for ATRO (Astronics Corporation).\nLet's score it according to the rubric.\n\nA. SMART-MONEY CLUSTER (max 25)\n- insider_open_market_purchases_90d: []\n- distinct_insider_buyers_90d: 0\n- No CEO/CFO buys.\n- notable_13f_holders: \"pending — v2\"\n- politician_recent_buys: \"pending — v2\"\n- Score: 0\n\nB. OPTIONS FLOW / UOA (max 10)\n- put/call ratio 1.75x (bearish lean)\n- No whale blocks.\n- IV is elevated (57-60% Jul, 65% Sep).\n- Score: 0 (put-heavy skew, no call flow)\n\nC. CATALYST (max 25)\n- next_earnings_date: 2026-07-30 (within 90 days)\n- recent EPS surprise: Q3 2025 beat 17.6%, Q4 2025 beat 25%\n- guidance raise in last 90d: true\n- named_catalysts: Army production order $44.7M (May 2026), IFEC growth.\n- Score: 10 (earnings within 90d + EPS surprise pattern) + 5 (guidance raise) = 15. (Cap at 25, but components only add to 15 here. I'll give 15.)\n\nD. MISPRICING (max 15)\n- forward_pe: 27.86\n- ev_to_ebitda: 27.15\n- fcf_yield: -0.08%\n- narrative says \"rich relative to peer group\", \"no clear mispricing\"\n- Score: 0\n\nE. QUALITY (max 15)\n- gross margin expanded from 29.5% to 32.6% (+3.1pp YoY) -> 5 pts\n- roic: null\n- net_debt_to_ebitda: null (but filings say ~335M debt vs ~123M EBITDA run rate, so >2x. Score 0)\n- Score: 5\n\nF. MOMENTUM/TECHNICAL (max 10)\n- above 50DMA: true (3 pts)\n- above 200DMA: true (already counted? rubric says 3 pts for above both)\n- 12-1 momentum: null\n- RSI 14: 60.6 (2 pts)\n- MACD bullish cross: true (1 pt)\n- Score: 6\n\nTotal Score: 0 + 0 + 15 + 0 + 5 + 6 = 26.\n\nRisk Class: market_cap not explicitly given, but revenue $886M implies small/mid cap. Let's assume \"asymmetric\" or \"core\". Actually, ATRO's market cap is likely around $1.5B-$2B. I'll classify as \"core\" or \"asymmetric\"? The prompt says risk_class depends on market_cap field, which is missing. I'll default to \"core\" or just compute score. Wait, the prompt says \"RISK CLASS — choose one based on the dossier's market_cap field\". It's missing. I'll assume core for safety, but score is 26 regardless.\n\nAnti-signals present: \"concentration\", \"dilution\".\nConcentration: Boeing accounts for ~10% of total sales. Not >30%. But the anti_signal says \"concentration\".\nDilution: Convertible notes ($2030 & $2031). Dilution >10%? Convertible notes usually imply dilution risk. The anti-signal gate says \"Convertable/warrant overhang creating dilution > 10% of float\". I'll treat it as a gate to check. Even if it applies, the score is 26, which is < 45. So it skips anyway.\n\nThresholds: < 45 -> Skip.\nReason: Rich valuation (~28x Fwd P/E), elevated leverage, no insider buying, and bearish options skew negate any near-term catalyst edge. The market has already priced in the commercial recovery and IFEC momentum.\n\nLet's double check the score breakdown.\nSmart money: 0\nOptions flow: 0\nCatalyst: 15 (Earnings in 90d + EPS surprise pattern + guidance raise)\nMispricing: 0\nQuality: 5 (Gross margin expansion)\nTechnical: 6 (Above 50/200DMA, RSI 40-65, MACD cross)\nTotal: 26.\n\nWait, catalyst scoring:\n10 pts: earnings within 90 days AND last 4 quarters' EPS surprise > 0% -> Dossier says Q3 2025 beat 17.6%, Q4 2025 beat 25%, Q1 2026 strong beat. That's 3 quarters. Close enough. I'll give 10.\n5 pts: recent guidance raise -> 5.\nTotal C = 15.\n\nQuality: 5 pts for gross margin expanding >= 3pp YoY. (29.5 to 32.6 is +3.1). So 5.\nTechnical: 3 (above 50/200) + 2 (RSI 40-65) + 1 (MACD cross) = 6.\nTotal = 26.\n\nScore is well below 45. Skip is mandatory.\nReason: Rich valuation (~28x forward P/E and ~27x EV/EBITDA) relative to peers, combined with elevated leverage and a bearish options skew, means the commercial recovery and IFEC tailwinds are already fully priced in. No asymmetric long or income structure presents a clear edge at current levels.\n\nCheck anti-signals: \"concentration\" (Boeing 10%), \"dilution\" (convertible notes). Even if not >30% or >10%, the score is too low to publish.\n\nI will output the skip JSON.\nMake sure format matches exactly.\n{\n  \"skip\": true,\n  \"score\": 26,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 0,\n    \"catalyst\": 15,\n    \"mispricing\": 0,\n    \"quality\": 5,\n    \"technical\": 6\n  },\n  \"reason\": \"Rich valuation (~28x Fwd P/E) and elevated leverage mean the commercial recovery and IFEC tailwinds are already fully priced in. With no insider buying, bearish options skew, and anti-signals for concentration/dilution, there is no clear mispricing or income structure edge at current levels.\"\n}\nWait, check catalyst scoring rule: \"10 pts: earnings within 90 days AND last 4 quarters' EPS surprise > 0%\". Dossier only lists Q3, Q4, Q1. I'll stick with 10 as it's close, or 5 if strict. I'll give 10.\nCheck technical: \"3 pts: above both 50DMA and 200DMA\" -> 3. \"2 pts: RSI 14 in 40-65 zone\" -> 2. \"1 pt: MACD bullish cross\" -> 1. Total 6.\nCheck quality: \"5 pts: gross margin expanding ≥ 3pp YoY\" -> 5.\nTotal 26.\n\nAll good. Output matches schema.\nOne minor thing: The prompt says \"RISK CLASS — choose one based on the dossier's market_cap field\". It's missing, but doesn't matter for skip.\nI will produce the JSON.\nCheck format carefully.\n\"{ \\\"skip\\\": true, ... }\"\nReady. \nProceed. \nSelf-Correction/Verification during thought:\nCould there be an income structure? Scout verdict says \"range_bound_or_income\", hints cc, csp, strangle. But IV is elevated (57-60% Jul). However, the stock is up 170% YTD, trading at rich valuation, with concentration/dilution anti-signals. The edge check says \"What does this idea say that the market doesn't already know?\" Answer: nothing. It's expensive and levered. Skip is correct.\nScore breakdown matches rubric.\nOutput matches requested JSON structure.\nDone. \nGenerating. \n```json\n{\n  \"skip\": true,\n  \"score\": 26,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 0,\n    \"catalyst\": 15,\n    \"mispricing\": 0,\n    \"quality\": 5,\n    \"technical\": 6\n  },\n  \"reason\": \"Rich valuation (~28x Fwd P/E) and elevated leverage mean the commercial recovery and IFEC tailwinds are already fully priced in. With no insider buying, bearish options skew, and anti-signals for concentration/dilution, there is no clear mispricing or income structure edge at current levels.\"\n}\n```\nWait, the prompt says \"OUTPUT ONLY VALID JSON. No surrounding prose, no markdown fences.\"\nI will output raw JSON.\nCheck score breakdown keys: \"smart_money\", \"options_flow\", \"catalyst\", \"mispricing\", \"quality\", \"technical\". All match.\nCheck reason length: 1-2 sentences. Matches.\nCheck score: 26. Matches.\nAll good.✅\nProceed. \nOutput matches exactly. \n[Done] \n(Self-Correction/Refinement during generation prep)\nI should verify the catalyst score: \"10 pts: earnings within 90 days AND last 4 quarters' EPS surprise > 0%\". The dossier says Q3 2025 beat, Q4 2025 beat, Q1 2026 beat. That's 3. I'll give 10 as it's functionally met, or 5 to be strict. I'll stick with 10. It doesn't change the skip decision.\nI will output the JSON exactly.\nDone. \nProceeds. \n[Output Generation] -> *Proceeds*\n</think>\n\n{\n  \"skip\": true,\n  \"score\": 26,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 0,\n    \"catalyst\": 15,\n    \"mispricing\": 0,\n    \"quality\": 5,\n    \"technical\": 6\n  },\n  \"reason\": \"Rich valuation (~28x Fwd P/E) and elevated leverage mean the commercial recovery and IFEC tailwinds are already fully priced in. With no insider buying, bearish options skew, and anti-signals for concentration/dilution, there is no clear mispricing or income structure edge at current levels.\"\n}",
      "cleaned_content": "{\n  \"skip\": true,\n  \"score\": 26,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 0,\n    \"catalyst\": 15,\n    \"mispricing\": 0,\n    \"quality\": 5,\n    \"technical\": 6\n  },\n  \"reason\": \"Rich valuation (~28x Fwd P/E) and elevated leverage mean the commercial recovery and IFEC tailwinds are already fully priced in. With no insider buying, bearish options skew, and anti-signals for concentration/dilution, there is no clear mispricing or income structure edge at current levels.\"\n}",
      "tool_calls": null,
      "finish_reason": "stop"
    }
  ],
  "tool_results": [],
  "final_message": "{\n  \"skip\": true,\n  \"score\": 26,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 0,\n    \"catalyst\": 15,\n    \"mispricing\": 0,\n    \"quality\": 5,\n    \"technical\": 6\n  },\n  \"reason\": \"Rich valuation (~28x Fwd P/E) and elevated leverage mean the commercial recovery and IFEC tailwinds are already fully priced in. With no insider buying, bearish options skew, and anti-signals for concentration/dilution, there is no clear mispricing or income structure edge at current levels.\"\n}",
  "tool_calls_total": 0,
  "walltime_ms": 66234,
  "stop_reason": "stop",
  "completed_at": "2026-06-04T15:43:33.029Z"
}