{
  "model": "qwen/qwen3.6-35b-a3b",
  "started_at": "2026-06-05T00:11:57.006Z",
  "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: 2026-06-05. 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 2026-06-05. 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 2026-06-05, 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\": \"TSM\",\n  \"company\": \"Taiwan Semiconductor Manufacturing Company Limited\",\n  \"investigation_summary\": \"TSMC is the world's dominant semiconductor foundry with a near-monopoly on leading-edge chip manufacturing (3nm, 5nm nodes) serving Apple, Nvidia, AMD, and Broadcom. The company delivered outstanding Q1 2026 EPS of $3.49 (+4.68% beat), guiding for sustained AI-driven demand that will outpace supply for years — CEO C.C. Wei reiterated this at the June 4, 2026 shareholders meeting and hinted at price hikes. However, TSM trades at $444.92, just -1.2% from its 52-week high of $450.16, has appreciated +60.8% YTD (from ~$277 in September 2025), and the stock is fully valued on forward P/E vs. sector without a discrete near-term re-rating catalyst beyond earnings beats. The options flow shows 2 OTM call whale blocks with moderate net bullish bias (+19%), but also heavy put positioning in the $350-$420 range suggesting large players hedging rather than expressing directional conviction. There is no mispricing relative to intrinsic value, and the geopolitical Taiwan risk premium is already embedded.\",\n  \"verdict\": \"range_bound_or_income\",\n  \"confidence_in_data\": 5,\n  \"structure_hints\": [\n    \"cc\",\n    \"strangle\",\n    \"csp\"\n  ],\n  \"business_snapshot\": \"TSMC fabricates advanced semiconductor logic chips for virtually every major fabless chip designer globally. Its competitive moat rests on an enormous technology lead over Samsung and Intel at 3nm, 2nm, and beyond; $100B+ annual capex generating irreplicable process node expertise; and long-term supply agreements with hyperscalers (Nvidia, Broadcom, AMD) and consumer giants (Apple). The company earns ~62% gross margins on revenues of TWD ~4.1T ($125-130B USD annualized), growing at 35% YoY in a sector where pricing power is accelerating due to AI compute demand that far exceeds available capacity. Management guides for 30%+ revenue growth in FY2026 and has signaled it 'would like' to raise chip prices — the first explicit pricing language from TSMC leadership in years, implying leverage with customers. Geopolitical risk (Taiwan Strait) represents a persistent structural discount embedded in TSM's valuation relative to US-listed peers of equivalent quality.\",\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\": \"2026-07-16\",\n      \"recent_eps_surprise_pattern\": \"4 consecutive quarters of positive EPS beats: Q2 2025 +6.79%, Q3 2025 +11.23%, Q4 2025 +5.53%, Q1 2026 +4.68%. Pattern is consistent but modest in magnitude — no explosive surprises.\",\n      \"guidance_raise_in_last_90d\": true,\n      \"named_catalysts\": [\n        {\n          \"type\": \"earnings\",\n          \"description\": \"Q2 2026 earnings report; forward guidance for H2 2026 and FY27 will set near-term direction\",\n          \"date_or_window\": \"2026-07-16\",\n          \"source_urls\": [\n            \"https://finance.yahoo.com/markets/stocks/\"\n          ],\n          \"directional_bias\": \"bullish\"\n        },\n        {\n          \"type\": \"product\",\n          \"description\": \"AI chip shortage commentary from CEO C.C. Wei at June 4, 2026 shareholders meeting — 'long time before we can meet customer demand' — signals sustained pricing power and capacity utilization near 100%\",\n          \"date_or_window\": \"2026-06-04\",\n          \"source_urls\": [\n            \"https://finance.yahoo.com/sectors/technology/articles/tsmc-warns-ai-chip-shortage-131112167.html\",\n            \"https://qz.com/tsmc-ceo-ai-chip-demand-supply-shareholders-meeting-060426\"\n          ],\n          \"directional_bias\": \"bullish\"\n        },\n        {\n          \"type\": \"guidance\",\n          \"description\": \"CEO 'would like' to raise chip prices — first explicit pricing language in years, potentially improving margins further beyond current 62% gross margin trajectory\",\n          \"date_or_window\": \"2026-06-04\",\n          \"source_urls\": [\n            \"https://finance.yahoo.com/sectors/technology/articles/tsmc-boss-upbeat-outlook-ai-014601576.html\"\n          ],\n          \"directional_bias\": \"bullish\"\n        },\n        {\n          \"type\": \"sector\",\n          \"description\": \"ASML becoming largest company in European history ($668B) signals AI infrastructure buildout cycle still accelerating, directly benefiting TSMC as the primary advanced node foundry\",\n          \"date_or_window\": \"2026-06-04\",\n          \"source_urls\": [\n            \"https://www.thedailyupside.com/technology/semiconductors/asml-becomes-biggest-company-in-european-history/\"\n          ],\n          \"directional_bias\": \"bullish\"\n        }\n      ]\n    },\n    \"mispricing\": {\n      \"forward_pe\": 22.78,\n      \"sector_median_forward_pe\": null,\n      \"ev_to_ebitda\": 3.25,\n      \"sector_median_ev_to_ebitda\": null,\n      \"fcf_yield_pct\": 0.76,\n      \"narrative\": \"TSM at $445 trades near 52-week high with forward P/E of ~23x — premium to semis sector median but justified by unique monopoly positioning, 62% gross margins, and AI pricing power. FCF yield of only ~0.8% means no income discount for long-only holders. The stock is not cheap relative to intrinsic value on a normalized basis; it would need either a large earnings beat or multiple expansion catalyst (unlikely given geopolitical risk premium) to generate outsized returns from current levels.\",\n      \"sotp_gap_pct\": null\n    },\n    \"quality\": {\n      \"roic_pct\": 36.2,\n      \"gross_margin_trend_pp_yoy\": \"+61.9% 2025 vs ~55-57% in prior years — margin expansion driven by advanced node mix shift toward AI compute\",\n      \"net_debt_to_ebitda\": \"Net cash position: $3.38T cash vs $1.09T debt; enterprise-level net-debt-to-EBITDA is effectively negative (cash-generative fortress)\",\n      \"balance_sheet_grade\": \"A\"\n    },\n    \"technical\": {\n      \"above_50dma\": true,\n      \"above_200dma\": true,\n      \"rsi_14\": 65.8,\n      \"macd_recent_bullish_cross\": true,\n      \"12_1_momentum_vs_sector_pct\": null\n    }\n  },\n  \"price_context\": {\n    \"last_close\": 444.92,\n    \"ytd_return_pct\": 60.82,\n    \"from_52w_high_pct\": -1.17\n  },\n  \"filings_reviewed\": [\n    {\n      \"form\": \"20-F\",\n      \"filed\": \"2026-04-16\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1046179/000162828026025362/tsm-20251231.htm\",\n      \"key_takeaways\": [\n        \"FY2025 annual report (filed 20-F as Taiwan company); full FY revenue ~TWD 4.1T (+35% YoY); net income margin 46%; gross margin 61.9%. Confirms AI HPC segment now largest revenue driver ahead of smartphones. Capex guidance for global expansion (Arizona, Japan, Europe) to reduce geopolitical concentration risk but will pressure near-term margins slightly as new fabs ramp. Cash balance $3.38T vs debt $1.09T — fortress net-cash position. Segment breakdown: North America remains largest geography; HPC growing fastest; 3nm node ramping rapidly into revenue mix.\"\n      ]\n    }\n  ],\n  \"options_context\": {\n    \"expiries_examined\": [\n      \"2026-07-10\",\n      \"2026-08-21\",\n      \"2026-12-18\"\n    ],\n    \"iv_summary\": \"ATM IV at July 10 (35 DTE): ~48% — elevated for TSM's typical range of 32-40%, reflecting AI momentum and near-earnings environment. OTM calls at $470 ($445+5.6%) trade at IV ~48.7%; this is the natural strike to sell against long stock or write CC.\",\n    \"notable_skew_or_flow\": \"The flow data shows a bifurcated picture: 2 OTM call whale blocks (strikes $300 ITM-deep and $430 slightly OTM) with +19% net dollar bias, but simultaneously heavy new put positioning at strikes $350-$420 with V/OI ratios of 1.3x-27.75x — the latter suggests large sophisticated players buying downside protection/hedges rather than expressing bullish directional view. Top open interest calls at $460 (359 OI), puts at $295/$285 deep OTM. The overall put/call ratio of 1.64 and presence of significant put-side hedging is consistent with a range_bound_or_income thesis: traders are positioning for continued upside but also protecting against mean-reversion given proximity to 52w high.\"\n  },\n  \"competitive_landscape\": \"TSMC has an insurmountable process technology lead over all rivals at advanced nodes (3nm, 2nm). Samsung Foundry remains 1-2 generations behind on yield and volume; Intel Foundry Services is years away from being credible for leading-edge customers. On the customer side: Nvidia's H100/H200/B100 AI GPUs, AMD's MI300X, Apple's A-series/M-series chips, Broadcom's networking ASICs — all exclusively manufactured by TSMC. Customer concentration risk is real (Apple ~25% of revenue historically) but managed through long-term capacity reservation agreements. No competitor can replicate TSMC's manufacturing ecosystem in under 5-7 years even with unlimited capital.\",\n  \"key_risks\": [\n    \"Geopolitical/Taiwan Strait: Military conflict or blockade would catastrophic for global AI infrastructure and is the primary risk premium embedded in TSM's valuation vs US-listed peers\",\n    \"Customer concentration: Apple historically ~20-25% of revenue — any Apple unit decline impacts TSMC meaningfully\",\n    \"Capex intensity: $100B+ annual capex to maintain node leadership creates earnings volatility if cycle turns\",\n    \"Advanced packaging (CoWoS) bottleneck: HBM3+AI GPU packaging is a current constraint limiting full AI chip output even with wafer capacity available\",\n    \"Stock near all-time high: No margin of safety at $444.92 vs 52w high of $450.16 — limited upside without new catalyst\"\n  ],\n  \"what_the_market_might_be_missing\": \"Nothing material. The AI demand-supply imbalance narrative is well-understood by the market, and TSM has re-rated accordingly (+60% YTD). The June 4 CEO commentary on 'long time before we can meet demand' and explicit pricing language ('would like to hike prices') were already well-covered financial news as of the same day. No filing-level edge was identified: the FY2025 annual report confirms strong fundamentals but nothing the market wasn't aware of from earnings calls.\",\n  \"anti_signals_present\": [\n    \"geopolitical_risk\",\n    \"concentration\",\n    \"near_52w_high\"\n  ],\n  \"sources\": [\n    {\n      \"label\": \"Fundamentals & Price Data\",\n      \"url\": \"internal_fundamentals_tool\"\n    },\n    {\n      \"label\": \"FY2025 Annual Report (20-F)\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1046179/000162828026025362/tsm-20251231.htm\"\n    },\n    {\n      \"label\": \"Form 4 - Recent Insider Transactions\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1046179/000104617926000290/xslF345X06/wk-form4_1779445783.xml\"\n    },\n    {\n      \"label\": \"Earnings Calendar & Surprise History\",\n      \"url\": \"internal_earnings_tool\"\n    },\n    {\n      \"label\": \"Options Flow Data - TSM July 10\",\n      \"url\": \"internal_options_flow_tool\"\n    },\n    {\n      \"label\": \"News - TSMC CEO AI Chip Demand Commentary\",\n      \"url\": \"https://finance.yahoo.com/sectors/technology/articles/tsmc-warns-ai-chip-shortage-131112167.html\"\n    },\n    {\n      \"label\": \"News - TSMC Price Hike Signals\",\n      \"url\": \"https://finance.yahoo.com/sectors/technology/articles/tsmc-boss-upbeat-outlook-ai-014601576.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": "2026-06-05T00:12:59.448Z",
      "raw_content": "<think>The dossier is for TSM (Taiwan Semiconductor Manufacturing Company Limited).\nVerdict: range_bound_or_income.\nMarket cap: TSM is a mega-cap (> $5B), so risk_class = \"core\".\nScore breakdown:\nA. Smart Money: 0 pts (no insider buys, pending 13F, no politician buys, no selling noted but 0 pts).\nB. Options Flow: 4 pts (2 OTM call whale blocks, moderate bias) + 2 pts (net dollar bias +19%? Wait, rubric says >30% for 2 pts. It's 19%. So 0 for that. Let's give 3 pts for call IV skew? Not explicitly stated but ATM IV 48% elevated. I'll give 3 pts for call blocks). Actually, rubric: 4 pts for whale_call_blocks_otm >= 2 with moderate/strong bias. That's met. +3 pts for bullish IV skew? Not explicitly stated, but IV is elevated. I'll give 4 pts for the blocks.\nC. Catalyst: Earnings on 2026-07-16 (within 90 days). Last 4 quarters EPS surprise > 0%? Yes, 4 consecutive positive. That's 10 pts. Guidance raise in last 90d? Yes. +5 pts. Cap at 25.\nD. Mispricing: Forward P/E 22.78. Sector median null. EV/EBITDA 3.25. FCF yield 0.76%. No mispricing. 0 pts.\nE. Quality: ROIC 36.2% -> 5 pts. Gross margin expanding -> 5 pts. Net cash -> 5 pts. Total 15 pts.\nF. Technical: Above 50/200 DMA -> 3 pts. RSI 65.8 (not 40-65) -> 0. MACD bullish cross -> 1 pt. 12-1 momentum null. Total 4 pts.\nTotal Score: ~0 + 4 + 25 + 0 + 15 + 4 = 48.\nWait, let's recount carefully.\nA: 0\nB: 4 (whale blocks)\nC: 15 (earnings surprise 10 + guidance 5, capped at 25)\nD: 0\nE: 15\nF: 4\nTotal: 48.\n\nThresholds for CORE:\n45-59: Paper-track if no hard anti-signal and thesis specific/measurable/falsifiable; otherwise skip.\nAnti-signals present: geopolitical_risk, concentration, near_52w_high. These are standard for TSM, not hard gates per se, but the dossier says \"no mispricing relative to intrinsic value\", \"stock near all-time high\", \"limited upside without new catalyst\".\nUpside target: Needs 20%+ return. Current price $444.92. 20% target = $533. With no mispricing and near 52w high, getting 20% upside is a stretch for a core position without a massive catalyst. The dossier explicitly says \"no mispricing\", \"fully valued\", \"limited upside\".\nEdge check: \"What does this idea say that the market doesn't already know?\" Answer: Nothing material. AI demand is known. Pricing power is known. Stock is near ATH.\nGiven the score is 48 and the dossier explicitly states no mispricing and limited upside, this falls into the skip category. Even if I paper-track it, the prompt says \"If the source-backed upside is less than 20%, skip rather than publishing a low-upside idea.\"\nAlso, the verdict is range_bound_or_income. Options income structure might be viable (CC or strangle), but the prompt says \"Most dossiers should return { skip: true }\". I will skip.\nReason: TSM is fully valued near its 52-week high with no mispricing or asymmetric upside; the dossier itself notes limited upside without a new catalyst, and no specific data point offers edge over the well-covered AI demand narrative.\n\nLet's double check the score calculation to be safe.\nA: 0\nB: 4\nC: 15 (capped)\nD: 0\nE: 15\nF: 4\nSum: 48.\nMatches 45-59 band, but fails upside target and edge check. Skip is appropriate.\n\nI will format the skip JSON exactly as requested.\nCheck structure:\n{\n  \"skip\": true,\n  \"score\": 48,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 4,\n    \"catalyst\": 15,\n    \"mispricing\": 0,\n    \"quality\": 15,\n    \"technical\": 4\n  },\n  \"reason\": \"TSM is fully valued near its 52-week high with no mispricing or asymmetric upside; the dossier notes limited upside without a new catalyst, and the AI demand narrative is already priced in, failing the edge and 20% return thresholds.\"\n}\nWait, let's verify the options flow score. Rubric: 4 pts for whale_call_blocks_otm >= 2. The dossier says \"2 OTM call whale blocks\". So 4 pts.\nCatalyst: 10 pts for earnings within 90d + 4 quarters beat. +5 pts for guidance raise. Capped at 25. So 15.\nQuality: 5+5+5 = 15.\nTechnical: 3+0+1 = 4.\nTotal 48.\nAll good.\nI will output the JSON.\nOne minor thing: The prompt says \"If scoring_inputs has anti_signals_present non-empty, treat each entry as a gate; skip unless you can articulate WHY it doesn't apply to this case.\" The anti-signals are geopolitical, concentration, near_52w_high. These are inherent to TSM and don't necessarily block it, but combined with the lack of upside/mispricing, skip is correct.\nI'll stick with skip.\nOutput matches requested format.\nProceed. \nLet's quickly verify the date rule: \"Every option expiry, earnings date... MUST use the year 2026 or later.\" I'm not outputting any dates in the skip JSON.\nThe output format is strict.\nDone. \nI will generate the JSON. \nSelf-Correction/Refinement during thought: \nCould this be a paper track? Score 48. Paper track is allowed for 45-59 if specific/measurable/falsifiable. But the prompt says \"If the source-backed upside is less than 20%, skip rather than publishing a low-upside idea.\" The dossier explicitly says \"limited upside without new catalyst\" and \"fully valued\". So skip is definitely the right call.\nI will produce the skip JSON. \nAll constraints met. \nOutput matches exactly. \nProceeds. \n[Output Generation] -> JSON string. \nDone. \n{\n  \"skip\": true,\n  \"score\": 48,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 4,\n    \"catalyst\": 15,\n    \"mispricing\": 0,\n    \"quality\": 15,\n    \"technical\": 4\n  },\n  \"reason\": \"TSM is fully valued near its 52-week high with no mispricing or asymmetric upside; the dossier notes limited upside without a new catalyst, and the AI demand narrative is already priced in, failing the edge and 20% return thresholds.\"\n}\nMatches requirements. No extra text. Valid JSON.\nReady. \nProceeds. \n[Output Generation] (matches the refined JSON)\nNote: I'll make sure the formatting is exactly as requested. No markdown fences as per \"OUTPUT ONLY VALID JSON. No surrounding prose, no markdown fences.\" Wait, the prompt says \"OUTPUT ONLY VALID JSON. No surrounding prose, no markdown fences.\" I will strictly follow that.\nDone. \nOutput matches. \nProceeds. \n(Self-Correction/Verification during generation prep)\nCheck rubric for Catalyst: \"10 pts: earnings within 90 days AND last 4 quarters' EPS surprise > 0%\" -> Met.\n\"5 pts: recent guidance raise (last 90 days)\" -> Met.\nSum = 15. Cap 25. Correct.\nCheck rubric for Quality: ROIC 36.2 -> 5. Gross margin expanding -> 5. Net cash -> 5. Sum 15. Correct.\nCheck rubric for Technical: Above 50/200 -> 3. MACD bullish -> 1. RSI 65.8 -> 0. 12-1 momentum null -> 0. Sum 4. Correct.\nCheck rubric for Options: 2 OTM call whale blocks, moderate bias -> 4 pts. Correct.\nCheck rubric for Smart Money: 0. Correct.\nTotal 48.\nEverything is solid.\nOutput matches.\nProceeds. \n[Final Check of the Prompt]\n\"OUTPUT ONLY VALID JSON. No surrounding prose, no markdown fences.\"\nI will output raw JSON.\nDone. \n[Output Generation] -> *Proceeds*\n</think>\n\n{\n  \"skip\": true,\n  \"score\": 48,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 4,\n    \"catalyst\": 15,\n    \"mispricing\": 0,\n    \"quality\": 15,\n    \"technical\": 4\n  },\n  \"reason\": \"TSM is fully valued near its 52-week high with no mispricing or asymmetric upside; the dossier explicitly notes limited upside without a new catalyst, and the AI demand/pricing power narrative is already priced in, failing both the edge check and the 20% return threshold.\"\n}",
      "cleaned_content": "{\n  \"skip\": true,\n  \"score\": 48,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 4,\n    \"catalyst\": 15,\n    \"mispricing\": 0,\n    \"quality\": 15,\n    \"technical\": 4\n  },\n  \"reason\": \"TSM is fully valued near its 52-week high with no mispricing or asymmetric upside; the dossier explicitly notes limited upside without a new catalyst, and the AI demand/pricing power narrative is already priced in, failing both the edge check and the 20% return threshold.\"\n}",
      "tool_calls": null,
      "finish_reason": "stop"
    }
  ],
  "tool_results": [],
  "final_message": "{\n  \"skip\": true,\n  \"score\": 48,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 4,\n    \"catalyst\": 15,\n    \"mispricing\": 0,\n    \"quality\": 15,\n    \"technical\": 4\n  },\n  \"reason\": \"TSM is fully valued near its 52-week high with no mispricing or asymmetric upside; the dossier explicitly notes limited upside without a new catalyst, and the AI demand/pricing power narrative is already priced in, failing both the edge check and the 20% return threshold.\"\n}",
  "tool_calls_total": 0,
  "walltime_ms": 62442,
  "stop_reason": "stop",
  "completed_at": "2026-06-05T00:12:59.448Z"
}