{ "model": "qwen/qwen3.6-35b-a3b", "started_at": "2026-05-09T12:41:37.780Z", "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\": \"JCI\",\n \"company\": \"Johnson Controls International plc\",\n \"investigation_summary\": \"Johnson Controls is a high-quality global building-systems leader (commercial HVAC, fire/security, controls) that recently executed two portfolio pivots — divestment of its residential HVAC business to Bosch and a partial EMEA security carve-out — leaving it leaner as a pure-play commercial and mission-critical building operator. The near-term catalyst is AI-driven data center cooling demand, which drove an 8% organic sales beat in Q2 FY26 and a raised full-year guide (EPS $4.65-4.85 vs prior $4.35-4.55). However, after the stock's +31.7% YTD run to near 52-week highs on that news, it is now at $139.52 — only 5.3% below the high of $147.32 — and forward P/E has re-rated from ~20x to ~24.5x, leaving little residual mispricing. No open-market insider buys in 90 days; all recent Form 4s were tax-related vesting/settlement dispositions (F/D codes). Options IV is modest (~30% ATM at June expiry) — not elevated enough for aggressive premium strategies but sufficient for structured income on pullbacks.\",\n \"verdict\": \"range_bound_or_income\",\n \"confidence_in_data\": 4,\n \"structure_hints\": [\n \"csp\",\n \"cc\"\n ],\n \"business_snapshot\": \"Johnson Controls International ($85B market cap, $24.4B FY25 revenue) engineers, manufactures and services building systems — commercial HVAC (chillers, air handlers), industrial refrigeration, fire detection/suppression, electronic security (ADT), and digital controls — across Americas (~55% of profit), EMEA (~30%), and APAC (~15%). The OpenBlue platform provides data-driven building management. Following the Bosch residential divestiture (closed July 2025) and the partial EMEA Security carve-out (signed Q1 FY26, closed post-Q2 FY26), the portfolio is now focused exclusively on commercial/mission-critical end markets — a deliberate shift away from lower-margin residential exposure.\\n\\nThe most important near-term driver: AI data center buildout requires purpose-engineered cooling. JCI has released two 'AI Factory Reference Design Guides' (water-cooled chillers Feb 2026, air-cooled Apr/May 2026) specifically mapping the full thermal chain for industrial-scale GPU/TPU clusters. This positions JCI not as a commodity HVAC vendor but as a data-center-thermal specialist with a proprietary design library — a credible competitive moat against pure-play chiller makers like Carrier or Trane.\",\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\": \"2026-07-28\",\n \"recent_eps_surprise_pattern\": \"Four consecutive positive beats: Q3 FY25 +3.6%, Q4 FY25 +4.7%, Q1 FY26 +5.7%, Q2 FY26 (most recent) +6.5%. The beat magnitude is widening quarter over quarter.\",\n \"guidance_raise_in_last_90d\": true,\n \"named_catalysts\": [\n {\n \"type\": \"product\",\n \"description\": \"AI Factory Reference Design Guide #1 (water-cooled chillers for AI data centers) released February 2026; Guide #2 (air-cooled) released May 2026 — positions JCI as thermal-design partner for hyperscale/enterprise GPU clusters\",\n \"date_or_window\": \"Feb-May 2026\",\n \"source_urls\": [\n \"https://finance.yahoo.com/sectors/technology/articles/johnson-controls-releases-second-data-150000381.html\"\n ],\n \"directional_bias\": \"bullish\"\n },\n {\n \"type\": \"earnings\",\n \"description\": \"Q2 FY26 (Mar Q) beat: adj EPS $1.19 vs $1.12 estimate (+6.5%); revenue +8% YoY to $6.14B; adj EBIT margin expanded 310bps to 15.5%; full-year guidance raised to EPS $4.65-4.85 from $4.35-4.55\",\n \"date_or_window\": \"2026-05-06\",\n \"source_urls\": [\n \"https://www.sec.gov/Archives/edgar/data/833444/000083344426000047/jci-20260506.htm\"\n ],\n \"directional_bias\": \"bullish\"\n },\n {\n \"type\": \"portfolio\",\n \"description\": \"Completion of partial EMEA Security business divestiture (Q2 FY26) — simplifies portfolio toward higher-margin commercial/mission-critical; prior Bosch R&LC HVAC sale (July 2025, ~€7B+ enterprise value) removed low-multiple residential exposure\",\n \"date_or_window\": \"2026-05 to 2026-04\",\n \"source_urls\": [\n \"https://www.sec.gov/Archives/edgar/data/833444/000083344426000050/jci-20260331.htm\"\n ],\n \"directional_bias\": \"bullish\"\n },\n {\n \"type\": \"m&a\",\n \"description\": \"ADT Mexico Security business sold October 2025 for net proceeds of $207M — non-core disposal at reasonable valuation\",\n \"date_or_window\": \"2025-10-31\",\n \"source_urls\": [\n \"https://www.sec.gov/Archives/edgar/data/833444/000083344426000050/jci-20260331.htm\"\n ],\n \"directional_bias\": \"bullish\"\n }\n ]\n },\n \"mispricing\": {\n \"forward_pe\": 24.54,\n \"sector_median_forward_pe\": null,\n \"ev_to_ebitda\": 21.75,\n \"sector_median_ev_to_ebitda\": null,\n \"fcf_yield_pct\": 3.37,\n \"sotp_gap_pct\": null,\n \"narrative\": \"At 24.5x forward P/E, JCI is not cheap — it has already re-rated from ~20x to ~25x on AI data center excitement over the past year. The stock has run +31.7% YTD and sits within 5.3% of its 52-week high ($147.32). This is a company with solid execution but no fundamental discount to intrinsic value at current levels; the AI catalyst drove the multiple expansion already.\"\n },\n \"quality\": {\n \"roic_pct\": null,\n \"gross_margin_trend_pp_yoy\": null,\n \"net_debt_to_ebitda\": 2.3,\n \"balance_sheet_grade\": \"B+\"\n },\n \"technical\": {\n \"above_50dma\": true,\n \"above_200dma\": true,\n \"rsi_14\": 48.1,\n \"macd_recent_bullish_cross\": false,\n \"12_1_momentum_vs_sector_pct\": null\n }\n },\n \"price_context\": {\n \"last_close\": 139.52,\n \"ytd_return_pct\": 31.67,\n \"from_52w_high_pct\": -5.29\n },\n \"filings_reviewed\": [\n {\n \"form\": \"10-K\",\n \"filed\": \"2025-11-14\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/833444/000083344425000097/jci-20250930.htm\",\n \"key_takeaways\": [\n \"FY25 revenue $24.4B (+8% YoY organic); adj EPS up ~39%; completed Bosch R&LC divestiture July 2025 for ~€7B EV; significant AFFF litigation exposure disclosed but under settlement framework; D/E ratio 70%; gross margin 36.6%; operating margin 14.0%; pension underfunded but manageable\"\n ]\n },\n {\n \"form\": \"10-Q (Q2 FY26)\",\n \"filed\": \"2026-05-06\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/833444/000083344426000050/jci-20260331.htm\",\n \"key_takeaways\": [\n \"Q2 Mar 2026: revenue $6.14B (+8% YoY, +4% organic); adj EPS $1.19 (+45% YoY as reported — prior-year quarter had asbestos charge headwind); adj EBIT margin 15.5%, up 310bps; backlog 'robust'; segment realigned to Americas/EMEA/APAC from Apr 2025; partial EMEA Security impairment ($50M) in Q1 FY26; net cash $698M vs $379M prior quarter due to Bosch proceeds\"\n ]\n },\n {\n \"form\": \"8-K (Q2 earnings)\",\n \"filed\": \"2026-05-06\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/833444/000083344426000047/jci-20260506.htm\",\n \"key_takeaways\": [\n \"Press release confirming Q2 beat and FY26 guidance raise to $4.65-4.85 EPS (from $4.35-4.55); revenue +8% YoY driven by HVAC and services demand in Americas; CEO Weidemanis highlighted data center cooling as durable multi-year demand driver\"\n ]\n }\n ],\n \"options_context\": {\n \"expiries_examined\": [\n \"2026-06-18\",\n \"2026-07-17\"\n ],\n \"iv_summary\": \"ATM IV at June expiry: ~33%; OTM calls (145 strike, +4% OTM) price at ~3.4 mid with 31.3% IV — modest premium but usable; OTM puts (125 strike, -10% OTM) price at ~1.25 mid with 35% IV; the skew slightly favors put writers on pullbacks\",\n \"notable_skew_or_flow\": \"Net dollar call bias of $1.7M vs $47K put (94.8% directional call notional) — reflects recent bullish momentum from Q2 beat; however, no whale OTM blocks with V/OI > 1 indicating new institutional conviction trades\"\n },\n \"competitive_landscape\": \"JCI competes in commercial HVAC against Carrier Global (CARR), Trane Technologies (TT), and Lennox International (LII); in fire/security against Honeywell (HON) and Securitas; and increasingly against pure-play data center cooling specialists like Vertiv (VRT). The AI angle is competitive — all four major HVAC players are chasing data center chillers. JCI's differentiator is the OpenBlue digital platform + proprietary reference design guides, though these advantages are not exclusive. Against peers at ~23-28x forward P/E, JCI at 24.5x sits in the middle.\",\n \"key_risks\": [\n \"Tariff and trade policy uncertainty — JCI has significant manufacturing in Mexico, Asia, Europe subject to cross-border tariff exposure; FY25 10-K explicitly flags this risk\",\n \"AFFF (aqueous film-forming foam) litigation — PFAS-related mass tort with ongoing water-provider settlements and class actions; $50M+ reserve but tail liability uncertain\",\n \"FX headwinds from EUR/JPY/GBP strength against USD given large EMEA/APAC revenue base (~45% of sales non-USD)\",\n \"Data center cooling is highly competitive — Carrier, Trane, Vertiv all aggressively pursuing same AI opportunity; JCI's design guide moat may be short-lived\",\n \"High D/E (70%) and pension underfunding create balance-sheet fragility if rates rise\",\n \"No insider open-market purchases in 90 days; corporate officers only doing tax-related vesting disposals — no confidence signal from those closest to the business\"\n ],\n \"what_the_market_might_be_missing\": \"The AI data center thermal opportunity is real and accelerating, but JCI's execution on it has been well-flagged by management for 12+ months. The market appears to have already priced in most of this catalyst — forward P/E expanded from ~20x to ~24.5x over the past year while earnings only grew ~39% (FY25). Nothing in filings, insider activity, or options flow suggests the market is underestimating JCI's durable earnings power; rather, the stock is fairly valued at current levels with limited upside without a second-order catalyst (e.g., a major hyperscaler contract win that validates AI thermal guidance above consensus). The portfolio simplification story from Bosch + EMEA Security sales is genuinely positive — removing low-multiple residential exposure and recycling capital — but these deals are already reflected in the price.\",\n \"anti_signals_present\": [\n \"litigation\",\n \"concentration\"\n ],\n \"sources\": [\n {\n \"label\": \"10-K FY2025\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/833444/000083344425000097/jci-20250930.htm\"\n },\n {\n \"label\": \"Q2 FY2026 10-Q (Mar Q)\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/833444/000083344426000050/jci-20260331.htm\"\n },\n {\n \"label\": \"Q2 Earnings 8-K\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/833444/000083344426000047/jci-20260506.htm\"\n },\n {\n \"label\": \"Form 4 filings (insider)\",\n \"url\": \"https://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&CIK=0000833444&type=4&dateb=&owner=include&count=10\"\n },\n {\n \"label\": \"JCI Q2 beat / guidance raise news\",\n \"url\": \"https://finance.yahoo.com/markets/stocks/articles/johnson-controls-tops-q2-earnings-150100334.html\"\n },\n {\n \"label\": \"Data center cooling driving Q2 sales growth\",\n \"url\": \"https://www.facilitiesdive.com/news/data-center-thermal-challenges-drive-8-johnson-controls-q2-sales-growth/819674/\"\n }\n ],\n \"unfetched_signals\": [\n \"13f_deltas\",\n \"politician_trades\",\n \"sentiment_score\"\n ]\n}\n\nOutput ONLY the decision JSON described in the system prompt.", "completions": [ { "ts": "2026-05-09T12:42:14.345Z", "raw_content": "The user wants me to act as the \"Analyst\" stage of a trade-ideas pipeline.\nI need to score the provided dossier based on a specific rubric and decide whether to skip or draft a trade idea.\n\n**Dossier Analysis:**\n- Symbol: JCI (Johnson Controls International)\n- Market Cap: ~$85B (Core risk class)\n- Verdict: range_bound_or_income\n- Structure Hints: csp, cc\n- Price: $139.52, YTD +31.7%, near 52-week high.\n- Forward P/E: 24.5x (re-rated from ~20x). Not cheap.\n- Quality: ROIC not provided, Gross margin not provided, Net Debt/EBITDA 2.3.\n- Technical: Above 50DMA & 200DMA, RSI 48.1, no MACD cross.\n- Smart Money: No open market buys. No CEO/CFO buy. No notable 13F. No politician buys.\n- Options Flow: Call bias, but no whale blocks. IV ~33% (not elevated).\n- Catalyst: Earnings in ~60 days (July 28). 4 consecutive EPS beats. Guidance raise. AI cooling catalyst.\n- Mispricing: None. Forward P/E 24.5x, sector median not provided but narrative says it's fairly valued.\n- Quality: Net debt/EBITDA 2.3 (okay but not great). ROIC/Margin missing.\n- Technical: Above both MAs. RSI neutral.\n- Anti-signals: Litigation (AFFF), Concentration (customer >30%? dossier says \"pending\" but anti_signals_present has \"concentration\"). Wait, the dossier says `anti_signals_present: [\"litigation\", \"concentration\"]`. I need to check if these apply. AFFF litigation is noted but under settlement framework. Concentration might be customer or revenue. The dossier says \"Customer concentration > 30%\" is a gate. The dossier doesn't explicitly state customer concentration %, but lists it in anti_signals_present. I will treat it as a flag to investigate, but if the dossier says it's present, I should be cautious. Actually, 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.\" I'll note the litigation is managed/settled, and concentration might be overstated or not >30%. However, the lack of mispricing and smart money signals is the bigger issue.\n\n**Scoring:**\nA. Smart Money: 0 pts. No buys.\nB. Options Flow: Call bias but IV not elevated. No whale blocks. 0-1 pts. Let's say 1 pt for call bias.\nC. Catalyst: Earnings in 90 days (July 28). 4 beats. Guidance raise. 10 (earnings) + 5 (guidance) = 15 pts. Cap 25.\nD. Mispricing: 0 pts. P/E 24.5x, not cheap.\nE. Quality: Net debt 2.3 (maybe 2 pts?). ROIC/Margin missing. Let's give 2 pts for debt < 2.5x? Rubric says ≤ 2x for 5 pts. So 0 or 1. I'll give 0 for quality to be strict, or maybe 2 pts for debt. Let's stick to 0.\nF. Technical: Above 50/200 DMA (3 pts). RSI 48.1 (2 pts). Total 5 pts.\n\nTotal Score: ~20-25. Well below 60.\nRisk Class: Core (> $5B).\nThresholds: < 50 Skip.\nAnti-signals: Litigation and Concentration present. I can argue litigation is managed, but concentration is a hard gate if >30%. The dossier doesn't give the exact number, just flags it. I'll skip based on score and lack of edge/mispricing.\nEdge Check: \"What does this idea say that the market doesn't already know?\" The market knows about AI cooling. Stock is up 31% YTD. No mispricing. No insider buying. Score is low.\nVerdict: Skip.\n\nReason: High P/E expansion already priced in AI catalyst, no insider buying or valuation discount, and anti-signal flags (litigation/customer concentration) warrant caution despite solid earnings beats.\n\nI will output the skip JSON.\nCheck structure of skip JSON:\n{\n \"skip\": true,\n \"score\": ,\n \"score_breakdown\": {\n \"smart_money\": ,\n \"options_flow\": ,\n \"catalyst\": ,\n \"mispricing\": ,\n \"quality\": ,\n \"technical\": \n },\n \"reason\": \"...\"\n}\n\nScore breakdown:\nSmart Money: 0\nOptions Flow: 1 (call bias)\nCatalyst: 15 (earnings + beats + guidance)\nMispricing: 0\nQuality: 0\nTechnical: 5\nTotal: 21.\n\nI'll format it carefully.\nWait, let's verify the catalyst scoring: \"10 pts: earnings within 90 days AND last 4 quarters' EPS surprise > 0%\" -> 10 pts. \"5 pts: recent guidance raise\" -> 5 pts. Total 15.\nTechnical: \"3 pts: above both 50DMA and 200DMA\" -> 3. \"2 pts: RSI 14 in 40-65 zone\" -> 2. Total 5.\nOptions: \"2 pts: net_dollar_bias_pct > 30\" -> 2. (94.8% call bias).\nTotal: 0 + 2 + 15 + 0 + 0 + 5 = 22.\nI'll stick with ~22.\nReason: Valuation has fully expanded to ~24.5x F/E on AI cooling hype with no insider buying or residual mispricing; combined with anti-signal flags (litigation/concentration), it fails the high-bar threshold for a core publication.\nMatches criteria. Output matches schema.\nProceed. \nOne detail: `anti_signals_present` has `litigation` and `concentration`. I should mention that in the reason or just stick to the score. 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.\" I'll briefly note it's managed/settled but the score is the primary driver. Actually, the skip reason just needs to be 1-2 sentences. I'll keep it tight.\nAll good.\nOutput matches exactly.✅\nLet's generate. \nSelf-Correction/Refinement during thought: \nCheck rubric for Quality: \"5 pts: net debt / EBITDA ≤ 2x\". JCI is 2.3, so 0 pts.\nCheck rubric for Mispricing: \"5 pts: forward P/E ≥ 20% below sector median\". Not met. 0 pts.\nScore is definitely low.\nI will produce the JSON. \nStructure:\n{\n \"skip\": true,\n \"score\": 22,\n \"score_breakdown\": {\n \"smart_money\": 0,\n \"options_flow\": 2,\n \"catalyst\": 15,\n \"mispricing\": 0,\n \"quality\": 0,\n \"technical\": 5\n },\n \"reason\": \"The ~24.5x forward P/E reflects full AI cooling hype with no residual mispricing, zero insider buying, and elevated anti-signal flags (litigation/concentration) that fail the core publication threshold.\"\n}\nMatches perfectly. Output matches request.\nProceeds. \nNote: I'll make sure the JSON is valid and follows the exact schema. No extra text.\nDone. \nOutput Generation. \n[Done] \n(Self-Correction/Verification during generation prep)\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.\"\nI will add a tiny note in the reason if needed, but the score is 22 anyway, so it skips regardless. The reason covers it.\nAll good. \nOutput matches. \nProceeds. \n[Output Generation] -> *Proceeds*\n```json\n{\n \"skip\": true,\n \"score\": 22,\n \"score_breakdown\": {\n \"smart_money\": 0,\n \"options_flow\": 2,\n \"catalyst\": 15,\n \"mispricing\": 0,\n \"quality\": 0,\n \"technical\": 5\n },\n \"reason\": \"Valuation has fully expanded to ~24.5x F/E on AI cooling hype with no residual mispricing, zero insider buying, and elevated anti-signal flags (litigation/concentration) that fail the core publication threshold.\"\n}\n```\nMatches requirements. Output matches.\nDone. \n[Final Check of the Prompt]\n\"ONLY ONE STRUCTURE TYPE. Pick long_stock, csp, OR cc and only fill that sub-object. Leave the others null/omitted.\" -> Not applicable since skipping.\n\"IF YOU SKIP — output exactly: { ... }\" -> Checked.\n\"ALL NUMBERS must be drawn from the dossier or computable from it.\" -> Checked.\nReady. \nOutput matches response. \nProceeds. \n[Output Generation] (simulated)\n{\n \"skip\": true,\n \"score\": 22,\n \"score_breakdown\": {\n \"smart_money\": 0,\n \"options_flow\": 2,\n \"catalyst\": 15,\n \"mispricing\": 0,\n \"quality\": 0,\n \"technical\": 5\n },\n \"reason\": \"Valuation has fully expanded to ~24.5x F/E on AI cooling hype with no residual mispricing, zero insider buying, and elevated anti-signal flags (litigation/concentration) that fail the core publication threshold.\"\n}\nAll good.✅\nOutput matches.\n\n\n{\n \"skip\": true,\n \"score\": 22,\n \"score_breakdown\": {\n \"smart_money\": 0,\n \"options_flow\": 2,\n \"catalyst\": 15,\n \"mispricing\": 0,\n \"quality\": 0,\n \"technical\": 5\n },\n \"reason\": \"Valuation has fully expanded to ~24.5x F/E on AI cooling hype with no residual mispricing, zero insider buying, and elevated anti-signal flags (litigation/concentration) that fail the core publication threshold.\"\n}", "cleaned_content": "{\n \"skip\": true,\n \"score\": 22,\n \"score_breakdown\": {\n \"smart_money\": 0,\n \"options_flow\": 2,\n \"catalyst\": 15,\n \"mispricing\": 0,\n \"quality\": 0,\n \"technical\": 5\n },\n \"reason\": \"Valuation has fully expanded to ~24.5x F/E on AI cooling hype with no residual mispricing, zero insider buying, and elevated anti-signal flags (litigation/concentration) that fail the core publication threshold.\"\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\": 2,\n \"catalyst\": 15,\n \"mispricing\": 0,\n \"quality\": 0,\n \"technical\": 5\n },\n \"reason\": \"Valuation has fully expanded to ~24.5x F/E on AI cooling hype with no residual mispricing, zero insider buying, and elevated anti-signal flags (litigation/concentration) that fail the core publication threshold.\"\n}", "tool_calls_total": 0, "walltime_ms": 36565, "stop_reason": "stop", "completed_at": "2026-05-09T12:42:14.345Z" }