{ "model": "qwen/qwen3.6-35b-a3b", "started_at": "2026-05-21T21:34:35.404Z", "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\": \"TSM\",\n \"company\": \"Taiwan Semiconductor Manufacturing Company Limited\",\n \"investigation_summary\": \"The investigation was triggered by a Form 4 cluster (10 filings in 14 days) and Amkor/AMD advanced packaging news. After reading the actual filing text, the Form 4 cluster is almost entirely routine ESPP/LTI plan contributions — not discretionary open-market purchases by insiders demonstrating conviction. The CEO's single transaction was only 160 common shares acquired through a payroll-deduction employee stock purchase plan at NT$71.82/share, representing standard compensation structure alignment rather than genuine insider conviction buying. One VP made a small open-market TSM ADR buy of 10 shares at $391.81 on May 19 — marginal signal. The Amkor/AMD packaging angle is an indirect competitive threat to TSMC's CoWoS business but not a direct catalyst for TSM itself; AMD Venice ramping on TSMC 2nm is already well-known and priced in.\",\n \"verdict\": \"range_bound_or_income\",\n \"confidence_in_data\": 5,\n \"structure_hints\": [\n \"cc\",\n \"csp\"\n ],\n \"business_snapshot\": \"TSMC is the world's largest pure-play semiconductor foundry, manufacturing chips for Apple, NVIDIA, AMD, Qualcomm, Broadcom and 534 total customers using 305 distinct process technologies. It holds approximately 60-65% of global foundry revenue and effectively controls access to leading-edge fabrication (N3, N2, A16 nodes) with no credible near-term competitor at sub-5nm. The company generated NT$1.134 trillion (~US$36B) in Q1 2026 consolidated revenue on strong AI accelerator demand for CoWoS advanced packaging and N3/N5 node capacity. CapEx guidance is $31.3B for 2026 with an additional $20B capital injection into TSMC Arizona, reflecting geopolitical supply-chain diversification. The balance sheet is fortress-grade ($3.38T in cash vs $1.09T debt) and management has demonstrated consistent earnings outperformance (last 4 quarters beat by 5-11% each).\",\n \"scoring_inputs\": {\n \"smart_money\": {\n \"insider_open_market_purchases_90d\": [\n {\n \"insider\": \"Wei Che-Chia (C.C. Wei)\",\n \"role\": \"Chairman & CEO\",\n \"amount_usd\": 11491,\n \"date\": \"2026-05-08\",\n \"source_url\": \"https://www.sec.gov/Archives/edgar/data/1046179/000104617926000265/xslF345X06/wk-form4_1778498862.xml\"\n },\n {\n \"insider\": \"Tien Bor-Zen\",\n \"role\": \"VP\",\n \"amount_usd\": 3918,\n \"date\": \"2026-05-20\",\n \"source_url\": \"https://www.sec.gov/Archives/edgar/data/1046179/000104617926000288/xslF345X06/wk-form4_1779362474.xml\"\n },\n {\n \"insider\": \"Zhang Kevin Xiaoqiang\",\n \"role\": \"SVP & Deputy Co-COO\",\n \"amount_usd\": 4740,\n \"date\": \"2026-05-08\",\n \"source_url\": \"https://www.sec.gov/Archives/edgar/data/1046179/000104617926000271/xslF345X06/wk-form4_1778498960.xml\"\n },\n {\n \"insider\": \"Yeap Choh Fei\",\n \"role\": \"SVP\",\n \"amount_usd\": 4237,\n \"date\": \"2026-05-08\",\n \"source_url\": \"https://www.sec.gov/Archives/edgar/data/1046179/000104617926000264/xslF345X06/wk-form4_1778498855.xml\"\n },\n {\n \"insider\": \"Yoo Chue-San\",\n \"role\": \"VP\",\n \"amount_usd\": 3950,\n \"date\": \"2026-05-08\",\n \"source_url\": \"https://www.sec.gov/Archives/edgar/data/1046179/000104617926000269/xslF345X06/wk-form4_1778498944.xml\"\n }\n ],\n \"insider_open_market_total_usd_90d\": 28336,\n \"distinct_insider_buyers_90d\": 5,\n \"ceo_buy_present\": true,\n \"cfo_buy_present\": false,\n \"material_insider_selling_90d_usd\": null,\n \"notable_13f_holders\": [\n \"pending — v2\"\n ],\n \"politician_recent_buys\": [\n \"pending — v2\"\n ]\n },\n \"catalyst\": {\n \"next_earnings_date\": \"2026-07-16T12:30:00.000Z\",\n \"recent_eps_surprise_pattern\": \"4 consecutive quarters of positive EPS beats: Q2 2025 +6.8%, Q3 2025 +11.2%, Q4 2025 +5.5%, Q1 2026 +4.7%. Consistent beat cadence suggests model reliability but limits surprise potential.\",\n \"guidance_raise_in_last_90d\": false,\n \"named_catalysts\": [\n {\n \"type\": \"earnings\",\n \"description\": \"Q2 FY26 earnings due July 16 — strong track record of beats creates premium pricing around event, elevating CC premium at near-52w-high levels\",\n \"date_or_window\": \"2026-07-16\",\n \"source_urls\": [\n \"https://finance.yahoo.com/finance/earnings-calendar\"\n ],\n \"directional_bias\": \"ambiguous\"\n },\n {\n \"type\": \"product\",\n \"description\": \"AMD Venice (EPYC 6th Gen) ramping in production using TSMC 2nm — first HPC chip on N2, volume ramp creates revenue visibility for advanced node pricing\",\n \"date_or_window\": \"Q2-Q3 2026\",\n \"source_urls\": [\n \"https://investorshub.advfn.com/market-news/article/28823\"\n ],\n \"directional_bias\": \"bullish\"\n },\n {\n \"type\": \"sector\",\n \"description\": \"CoWoS packaging capacity remains the binding constraint on AI chip supply chains — TSMC's dominant position in this bottleneck continues to underpin pricing power\",\n \"date_or_window\": \"Ongoing\",\n \"source_urls\": [\n \"https://finance.yahoo.com/markets/stocks/articles/tsmc-nodes-cowos-advances-test-070835142.html\"\n ],\n \"directional_bias\": \"bullish\"\n },\n {\n \"type\": \"regulatory\",\n \"description\": \"CHIPS Act and US government reshoring creates demand for TSMC Arizona production — $20B capital injection approved May 2026 board meeting validates commitment\",\n \"date_or_window\": \"Ongoing through 2028\",\n \"source_urls\": [\n \"https://www.sec.gov/Archives/edgar/data/1046179/000104617926000274/tsm-boardx20260512.htm\"\n ],\n \"directional_bias\": \"bullish\"\n }\n ]\n },\n \"mispricing\": {\n \"forward_pe\": 20.86,\n \"sector_median_forward_pe\": 28,\n \"ev_to_ebitda\": 26.1,\n \"sector_median_ev_to_ebitda\": null,\n \"fcf_yield_pct\": 3.4,\n \"narrative\": \"TSM at forward P/E of 20.9 is not cheap relative to its intrinsic quality premium — it commands a discount vs pure-play US semis peers (NVDA ~30x, AMAT ~17x) because of geopolitical Taiwan risk embedded in the ADR structure. The discount is structural and unlikely to close absent resolution of cross-strait tensions. No compelling mispricing exists at current levels near 52-week highs.\"\n },\n \"quality\": {\n \"roic_pct\": 36.2,\n \"gross_margin_trend_pp_yoy\": \"stable at ~61-62%\",\n \"net_debt_to_ebitda\": null,\n \"balance_sheet_grade\": \"A\"\n },\n \"technical\": {\n \"above_50dma\": true,\n \"above_200dma\": null,\n \"rsi_14\": 56.9,\n \"macd_recent_bullish_cross\": false,\n \"12_1_momentum_vs_sector_pct\": 8\n }\n },\n \"price_context\": {\n \"last_close\": 407.15,\n \"ytd_return_pct\": 57.26,\n \"from_52w_high_pct\": 3.5\n },\n \"filings_reviewed\": [\n {\n \"form\": \"6-K Board\",\n \"filed\": \"2026-05-12\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/1046179/000104617926000274/tsm-boardx20260512.htm\",\n \"key_takeaways\": [\n \"Q1 2026: NT$1.134T revenue, NT$572B net income, EPS NT$22.08 — solid numbers but already known\",\n \"NT$7/share Q1 2026 cash dividend approved; record date Sept 22\",\n \"Capital appropriation of US$31.3B approved for advanced technology capacity and fab construction\",\n \"US$20B capital injection into TSMC Arizona subsidiary approved — major geopolitical commitment\",\n \"4 personnel promotions including VP-level upgrades in R&D, Operations and Quality\"\n ]\n },\n {\n \"form\": \"6-K VIS Sale\",\n \"filed\": \"2026-05-15\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/1046179/000104617926000280/tsmctosell81ofvanguardinte.htm\",\n \"key_takeaways\": [\n \"TSMC plans to sell 8.1% stake in Vanguard International Semiconductor (VIS) via block trade — reducing VIS holding from ~27% to ~19%\",\n \"Neutral for TSM operations; part of strategic focus on core foundry business\",\n \"No plan to sell additional VIS shares; relationship including GaN licensing remains intact\"\n ]\n },\n {\n \"form\": \"6-K Q1 Financials\",\n \"filed\": \"2026-05-15\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/1046179/000104617926000278/tsm-fsx20260515x6k.htm\",\n \"key_takeaways\": [\n \"Consolidated Q1 2026 financial statements filed — Total assets NT$8.66T, equity attributable to parent NT$5.89T\"\n ]\n },\n {\n \"form\": \"Form 4 (multiple)\",\n \"filed\": \"2026-05-08 to 2026-05-21\",\n \"url\": \"Multiple URLs per individual filings\",\n \"key_takeaways\": [\n \"10 Form 4s filed in cluster — all officers, mostly ESPP/LTI plan contributions at NT$71.82/share\",\n \"CEO Wei Che-Chia: only 160 common shares via ESPP payroll deduction (not discretionary open-market buy)\",\n \"1 VP made small open-market TSM ADR purchase of 10 shares @ $391.81 on May 19\",\n \"Chuang Tzu-Sou (VP): SOLD 200,000 common shares @ NT$69.83 = ~US$14M in selling — only material transaction in cluster\"\n ]\n }\n ],\n \"options_context\": {\n \"expiries_examined\": [\n \"2026-06-26\",\n \"2026-07-17\"\n ],\n \"iv_summary\": \"ATM IV at July 17 (56 DTE) is approximately 44-45% for near-ATM strikes. VIX-adjusted relative IV appears elevated vs historical baseline given the stock's recent vol run from $190 to $407.\",\n \"notable_skew_or_flow\": \"Put/call ratio at June expiry was 1.05 with net dollar bias slightly bullish ($807K call notional vs $749K put). New positioning signal: $415 call strike shows V/OI of 2.09 — new OTM call buying, possible upside hedge or speculative position. Top open interest on calls: $510 (552), $500 (551) — large upside OI suggesting covered-call writers at strikes above current price. Top put OI: $400 (6,409 contracts) and $340 (3,972). The heavy $400 put OI could indicate protective puts or a CSP level. At July 17 expiry, ATM calls trade around mid-32, making CC premium attractive for income strategies.\"\n },\n \"competitive_landscape\": \"TSMC faces no credible sub-5nm foundry competitor globally — Samsung's foundry remains behind on yield and process maturity, Intel Foundry is years from competitive at leading edge. The moat is structural: ASML EUV machine access (limited allocation), accumulated process know-how from 12,682 products per year, customer co-development relationships spanning decades. AI chip designers (NVIDIA H100/H200/B100, AMD MI300X/Venice) must use TSMC for advanced nodes — there is no alternative. CoWoS packaging capacity expansion is the binding constraint on total AI chip supply and represents a key durable revenue stream.\",\n \"key_risks\": [\n \"Taiwan Strait geopolitical risk: Any escalation in cross-strait tensions could trigger material ADR repricing with no floor\",\n \"Valuation premium at near-52w-high leaves little margin of safety for execution misses — forward P/E of 21x means the stock needs to deliver consensus-beating results to sustain price\",\n \"U.S.-China technology export controls create uncertainty around revenue from China-domiciled customers (historically ~10-15% of revenue)\",\n \"$31.3B+ annual CapEx commitment creates earnings sensitivity if AI infrastructure buildout pace decelerates\",\n \"Heavy OI on $400 puts at June expiry suggests institutional protective positioning — could cap upside near-term if macro triggers risk-off\"\n ],\n \"what_the_market_might_be_missing\": \"Nothing material — TSMC is among the most thoroughly analyzed stocks globally and the Form 4 cluster trigger was a false signal created by routine ESPP/LTI plan filings, not genuine insider conviction buying. The stock correctly prices in world-class fundamentals with geopolitical discount embedded. The only structural edge for income strategies: IV stays elevated due to Taiwan risk premium, creating consistent CC/CSP premium that the market underweights on a risk-adjusted basis.\",\n \"anti_signals_present\": [\n \"concentration\"\n ],\n \"sources\": [\n {\n \"label\": \"TSMC Fundamentals\",\n \"url\": \"https://fundamentals.finance.yahoo.com/TSM\"\n },\n {\n \"label\": \"SEC Form 4 — C.C. Wei (CEO)\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/1046179/000104617926000265/xslF345X06/wk-form4_1778498862.xml\"\n },\n {\n \"label\": \"Board Meeting 6-K May 12, 2026\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/1046179/000104617926000274/tsm-boardx20260512.htm\"\n },\n {\n \"label\": \"VIS Stake Sale 6-K May 15, 2026\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/1046179/000104617926000280/tsmctosell81ofvanguardinte.htm\"\n },\n {\n \"label\": \"AMD Venice Ramp on TSMC 2nm (news)\",\n \"url\": \"https://investorshub.advfn.com/market-news/article/28823/amd-begins-ramp-up-of-next-generation-epyc-chips-using-tsmcs-2nm-technology-amd\"\n },\n {\n \"label\": \"Amkor AMD Advanced Packaging Arizona (news catalyst trigger)\",\n \"url\": \"https://finance.yahoo.com/sectors/technology/articles/amkor-working-amd-advanced-packaging-190718157.html?.tsrc=rss\"\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": "2026-05-21T21:35:15.222Z", "raw_content": "The dossier is for TSM (TSMC), a large-cap semiconductor company (market cap > $5B, likely ~$800B+).\nScout's verdict: \"range_bound_or_income\".\nStructure hints: cc, csp.\nAnti-signals present: \"concentration\" (customer concentration > 30%? TSMC's top customer is usually Apple, often >25-30%. The dossier says \"customer concentration > 30%\" is an anti-signal gate. I need to check if this applies. TSMC's top customer is Apple, historically ~25-30%. The dossier says \"concentration\" is in anti_signals_present. I will treat it as a potential gate, but TSMC is a known exception or the concentration is borderline. 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.\" TSMC's customer concentration is a well-known structural feature, not a fatal flaw. Apple is ~25-30%. I can note it but it's not a hard skip for TSMC. Wait, the prompt says \"Customer concentration > 30%\". I'll assume it's borderline or not a hard skip for a mega-cap like TSMC, but I should be careful. Actually, TSMC is often cited as having high customer concentration. I'll proceed but note it, or just skip if it's a hard gate. The prompt says \"treat each entry as a gate; skip unless you can articulate WHY it doesn't apply\". I'll articulate that Apple's share is ~25-28%, below the 30% hard gate, and diversification is improving.\nLet's score it.\n\nA. SMART-MONEY CLUSTER (max 25)\n- Insider purchases: 5 distinct buyers, total $28,336. CEO bought via ESPP ($11.5k), not discretionary. VP bought $3.9k. Total <$500k. 0 pts.\n- No CEO/CFO discretionary buys. 0 pts.\n- Total < $5M. 0 pts.\n- No 13F initiation mentioned. 0 pts.\n- No politician buys. 0 pts.\n- Penalty: VP sold $14M? The dossier says \"Chuang Tzu-Sou (VP): SOLD 200,000 common shares @ NT$69.83 = ~US$14M in selling\". This is material insider selling. But it's one VP, not > buying. The penalty says \"−10 pts if material insider SELLING > BUYING in dollars\". $14M selling vs $28k buying. So -10 pts.\nScore A: 0 (or -10, capped at 0). Let's say 0.\n\nB. OPTIONS FLOW / UOA (max 10)\n- ATM IV ~44-45%. Elevated.\n- Put/call ratio 1.05, net dollar bias slightly bullish ($807K vs $749K).\n- $415 call OI 2.09.\n- No whale call blocks noted.\n- Score B: 1 (net dollar bias > 30%? No, it's slightly bullish. Maybe 0 or 1. Let's give 1 for elevated IV context or 0. Actually, bias is slightly bullish, not >30%. I'll give 0.)\n\nC. CATALYST (max 25)\n- Earnings July 16 (within 90 days). Last 4 quarters EPS surprise > 0%. 10 pts.\n- AMD Venice ramp on 2nm. 8 pts? But dossier says \"already well-known and priced in.\" I'll give it less or 0.\n- CoWoS constraint ongoing. 5 pts.\n- Cap at 25. I'll give 10 for earnings beat history + proximity. Maybe 12 total.\n\nD. MISPRICING (max 15)\n- Forward P/E 20.86 vs sector median 28. Discount ~25%. But narrative says \"not cheap relative to intrinsic quality premium... discount is structural\". So 0 pts.\n- EV/EBITDA 26.1 vs null median. 0 pts.\n- FCF yield 3.4%. 0 pts.\n- SOTP gap? No.\nScore D: 0.\n\nE. QUALITY (max 15)\n- ROIC 36.2%. 5 pts.\n- Gross margin stable ~61-62%. Not expanding. 0 pts.\n- Net debt/EBITDA null, but balance sheet A, fortress grade ($3.38T cash vs $1.09T debt). 5 pts.\nScore E: 10.\n\nF. MOMENTUM/TECHNICAL (max 10)\n- Above 50DMA: yes (3 pts).\n- 12-1 month return positive & beating sector: +8% vs sector. 4 pts.\n- RSI 56.9 (in 40-65 zone): 2 pts.\n- MACD cross: no.\nScore F: 9.\n\nTotal Score: 0 + 0 + 12 + 0 + 10 + 9 = 31.\nEven if I'm generous, it's low 40s.\nRisk Class: core (> $5B).\nThresholds for core: <50 Skip.\nAnti-signal \"concentration\" is present. I will note it but the score is the main driver.\nThe dossier explicitly says: \"Nothing material — TSMC is among the most thoroughly analyzed stocks globally... The stock correctly prices in world-class fundamentals... No compelling mispricing exists.\"\nScout verdict: range_bound_or_income. But income structures on a mega-cap near 52w highs with no catalyst edge and high IV are just selling volatility for a small premium. The edge is weak. \"What does this idea say that the market doesn't already know?\" -> Nothing.\nI will skip.\n\nReason: Score is ~35. Core risk class, below 50 threshold. No compelling mispricing or asymmetric catalyst; stock trades at a structural geopolitical discount near 52-week highs with routine insider activity and elevated IV that doesn't justify the risk/reward for income structures. The market already prices TSMC's moat and execution perfectly.\n\nLet's double check scoring.\nA: 0\nB: 0\nC: 10 (earnings within 90d + beat history)\nD: 0\nE: 10\nF: 9\nTotal: 29. I'll round to 30.\nI will output skip.\nCheck schema for skip:\n{\n \"skip\": true,\n \"score\": ,\n \"score_breakdown\": { ... },\n \"reason\": \"...\"\n}\nAll good.\nI will generate the JSON.\nWait, let's verify the \"concentration\" anti-signal. TSMC's top customer is Apple. Historically ~25-30%. The prompt says \"Customer concentration > 30%\". I'll assume it's borderline or not applicable, but the score is the main factor anyway.\nI'll stick with skip.\nScore breakdown:\nsmart_money: 0\noptions_flow: 0\ncatalyst: 10\nmispricing: 0\nquality: 10\ntechnical: 9\nTotal: 29.\nReason matches.\nOutput matches schema.\nProceed. \nOne minor thing: The prompt says \"Cap at 25 even if components add to more\" for catalyst. I gave 10. That's fine.\nQuality: ROIC 5, debt 5 = 10.\nTechnical: 3+4+2 = 9.\nTotal 29.\nReady. \nOutput matches exactly.✅\nI will produce the JSON. \nSelf-Correction/Refinement during thought: \nCould I argue for an income trade? The prompt says \"OPTION B (skip) IS THE EXPECTED DEFAULT. ... Mediocre publishes burn Devil's Advocate budget\". Score is 29. Definitely skip.\nI will format carefully.\nAll numbers from dossier.\nJSON structure matches skip schema.\nDone. \nOutput generation. \n```json\n{\n \"skip\": true,\n \"score\": 29,\n \"score_breakdown\": {\n \"smart_money\": 0,\n \"options_flow\": 0,\n \"catalyst\": 10,\n \"mispricing\": 0,\n \"quality\": 10,\n \"technical\": 9\n },\n \"reason\": \"Score falls well below the 50-point threshold for core risk classes. TSMC trades at a structural geopolitical discount near 52-week highs with no material mispricing or asymmetric catalyst; insider activity is routine ESPP/LTI compensation, and elevated IV does not justify the risk/reward for income structures. The market already prices in TSMC's foundry moat and execution perfectly.\"\n}\n```\nMatches requirements. No extra text. Valid JSON. Proceeds. \nNote: I'll adjust score to 30 to be safe, but 29 is fine. I'll stick with 29.\nCheck schema keys: \"skip\", \"score\", \"score_breakdown\", \"reason\". Correct.\nAll good. \nOutput matches. \nProceeds. \n[Final Check]\n- Risk class: core (>5B)\n- Thresholds: <50 Skip.\n- Anti-signal: concentration. I'll note it's borderline but score is primary.\n- Edge check: Fails.\n- Output format: Strict JSON.\nReady. \nOutput Generation. \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 brief note in the reason if needed, but the reason field is limited to 1-2 sentences. I'll keep it concise.\nThe score is 29. It's a clear skip.\nProceeds. \nOutput matches exactly. \n[Done] \n`{ \"skip\": true, \"score\": 29, \"score_breakdown\": { \"smart_money\": 0, \"options_flow\": 0, \"catalyst\": 10, \"mispricing\": 0, \"quality\": 10, \"technical\": 9 }, \"reason\": \"Score falls well below the 50-point threshold for core risk classes. TSMC trades at a structural geopolitical discount near 52-week highs with no material mispricing or asymmetric catalyst; insider activity is routine ESPP/LTI compensation, and elevated IV does not justify the risk/reward for income structures. The market already prices in TSMC's foundry moat and execution perfectly.\" }`\nAll good. \nProceeds. \n[Output Generation] -> *Proceeds*\n\n\n{\n \"skip\": true,\n \"score\": 29,\n \"score_breakdown\": {\n \"smart_money\": 0,\n \"options_flow\": 0,\n \"catalyst\": 10,\n \"mispricing\": 0,\n \"quality\": 10,\n \"technical\": 9\n },\n \"reason\": \"Score falls well below the 50-point threshold for core risk classes. TSMC trades at a structural geopolitical discount near 52-week highs with no material mispricing or asymmetric catalyst; insider activity is routine ESPP/LTI compensation, and elevated IV does not justify the risk/reward for income structures. The market already prices in TSMC's foundry moat and execution perfectly.\"\n}", "cleaned_content": "{\n \"skip\": true,\n \"score\": 29,\n \"score_breakdown\": {\n \"smart_money\": 0,\n \"options_flow\": 0,\n \"catalyst\": 10,\n \"mispricing\": 0,\n \"quality\": 10,\n \"technical\": 9\n },\n \"reason\": \"Score falls well below the 50-point threshold for core risk classes. TSMC trades at a structural geopolitical discount near 52-week highs with no material mispricing or asymmetric catalyst; insider activity is routine ESPP/LTI compensation, and elevated IV does not justify the risk/reward for income structures. The market already prices in TSMC's foundry moat and execution perfectly.\"\n}", "tool_calls": null, "finish_reason": "stop" } ], "tool_results": [], "final_message": "{\n \"skip\": true,\n \"score\": 29,\n \"score_breakdown\": {\n \"smart_money\": 0,\n \"options_flow\": 0,\n \"catalyst\": 10,\n \"mispricing\": 0,\n \"quality\": 10,\n \"technical\": 9\n },\n \"reason\": \"Score falls well below the 50-point threshold for core risk classes. TSMC trades at a structural geopolitical discount near 52-week highs with no material mispricing or asymmetric catalyst; insider activity is routine ESPP/LTI compensation, and elevated IV does not justify the risk/reward for income structures. The market already prices in TSMC's foundry moat and execution perfectly.\"\n}", "tool_calls_total": 0, "walltime_ms": 39818, "stop_reason": "stop", "completed_at": "2026-05-21T21:35:15.222Z" }