{
  "model": "qwen/qwen3.6-35b-a3b",
  "started_at": "2026-06-16T15:59:27.040Z",
  "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: 2026-06-16. 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 2026-06-16. 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 2026-06-16, 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\": \"TSM is a world-leading pure-play foundry at or near all-time highs (4% below 52w). The Form 4 'cluster' triggering this investigation is entirely routine ESPP employee contributions (~USD $76/share, <$5K per filer) — no genuine open-market insider conviction exists. Q2 FY26 earnings are July 16 and May revenue came in +30% YoY with consistent positive EPS surprises. The stock is fairly valued on a ~22x forward P/E with sector-quality ROIC and margins, but the geopolitical Taiwan premium embedded in this multiple limits upside. IV is elevated at 50-58%, making covered calls and strangles attractive income structures.\",\n  \"verdict\": \"range_bound_or_income\",\n  \"confidence_in_data\": 5,\n  \"structure_hints\": [\n    \"cc\",\n    \"strangle\"\n  ],\n  \"business_snapshot\": \"TSMC (TWSE:2330, NYSE:TSM) is the world's largest pure-play semiconductor foundry with ~60% global market share in advanced nodes (3nm and 5nm). The company fabricates chips for Apple, NVIDIA, AMD, Qualcomm, and hundreds of other fabless designers across HPC/AI, smartphones, automotive, and IoT end markets. Financial profile: TTM revenue ~NT$28.7 trillion (~$900B USD), gross margin 61.9%, operating margin 58.1%, net profit margin 46.5%. The company generates exceptional ROIC (~36%) and FCF yield of ~3.2% at current prices, supported by a $108B cash hoard against modest debt ($34B). Geographic diversification includes fabs in Taiwan (primary), Arizona, Japan, Germany, and Nanjing. A new 10-year partnership with Amkor for advanced packaging in Arizona was announced June 16 — deepening the U.S. supply chain ecosystem presence.\",\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 positive beats: Q2 2025 +6.8%, Q3 2025 +11.2%, Q4 2025 +5.5%, Q1 2026 +4.7% (all beats modest but consistent)\",\n      \"guidance_raise_in_last_90d\": false,\n      \"named_catalysts\": [\n        {\n          \"type\": \"earnings\",\n          \"description\": \"Q2 FY26 earnings release — July 16, 2026. Analysts consensus: EPS $3.74, revenue ~$1.262T NTD.\",\n          \"date_or_window\": \"2026-07-16\",\n          \"source_urls\": [\n            \"https://query.seledore.com/earnings?symbol=TSM\"\n          ],\n          \"directional_bias\": \"bullish\"\n        },\n        {\n          \"type\": \"product\",\n          \"description\": \"Capex budget hike of 25% boosting market confidence — cited as positive by institutional managers in Q1 2026 letters.\",\n          \"date_or_window\": \"Q1-Q2 2026\",\n          \"source_urls\": [\n            \"https://finance.yahoo.com/markets/stocks/articles/taiwan-semiconductor-manufacturing-co-tsm-143342260.html\"\n          ],\n          \"directional_bias\": \"bullish\"\n        },\n        {\n          \"type\": \"regulatory\",\n          \"description\": \"Google reportedly in talks with Samsung for TPU manufacturing — underscores TSMC capacity crunch and pricing power, potentially beneficial if customers seek alternatives.\",\n          \"date_or_window\": \"2026-06-15\",\n          \"source_urls\": [\n            \"https://finance.yahoo.com/sectors/technology/articles/googles-samsung-talks-highlight-tsmc-180100438.html\"\n          ],\n          \"directional_bias\": \"bullish\"\n        },\n        {\n          \"type\": \"product\",\n          \"description\": \"TSMC-Amkor 10-year advanced packaging partnership in Arizona, strengthening U.S. semiconductor ecosystem — June 16 announcement.\",\n          \"date_or_window\": \"2026-06-16\",\n          \"source_urls\": [\n            \"https://finance.yahoo.com/technology/articles/tsmc-amkor-technology-announce-long-130000168.html\"\n          ],\n          \"directional_bias\": \"bullish\"\n        }\n      ]\n    },\n    \"mispricing\": {\n      \"forward_pe\": 21.95,\n      \"sector_median_forward_pe\": null,\n      \"ev_to_ebitda\": 5.626,\n      \"sector_median_ev_to_ebitda\": null,\n      \"fcf_yield_pct\": 3.2,\n      \"sotp_gap_pct\": null,\n      \"narrative\": \"TSM trades at ~22x forward P/E — reasonable for its near-monopoly in leading-edge nodes, but not cheap relative to historical ranges. The stock is 4% below its 52-week high of $450 and has gained +47% year-to-date, pricing in significant AI foundry demand already. No obvious valuation gap vs. intrinsic worth.\"\n    },\n    \"quality\": {\n      \"roic_pct\": 36.21,\n      \"gross_margin_trend_pp_yoy\": null,\n      \"net_debt_to_ebitda\": null,\n      \"balance_sheet_grade\": \"A\"\n    },\n    \"technical\": {\n      \"above_50dma\": true,\n      \"above_200dma\": true,\n      \"rsi_14\": 55.2,\n      \"macd_recent_bullish_cross\": false,\n      \"12_1_momentum_vs_sector_pct\": null\n    }\n  },\n  \"price_context\": {\n    \"last_close\": 431.53,\n    \"ytd_return_pct\": 46.76,\n    \"from_52w_high_pct\": 4.14\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        \"Full year 2025 annual report (XBRL-heavy) confirms: TTM revenue ~$900B USD equivalent, gross margin 61.9%, net profit margin 46.5%. Cash position NT$3.38T ($107B). Total debt ~NT$1.09T ($34B). Net cash position strongly positive. Employee headcount 76,907. Subsidiaries include TSMC Arizona, Japan Advanced Semiconductor Manufacturing, European Semiconductor Manufacturing (Dresden), TSMC Nanjing, TSMC China. Revenue by platform: HPC/AI fastest growing, smartphone stable, automotive recovering. Geographic revenue split ~65% North America, ~15% China, ~10% Europe. 3nm and 5nm nodes are primary revenue drivers in advanced category.\"\n      ]\n    },\n    {\n      \"form\": \"6-K\",\n      \"filed\": \"2026-06-10\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1046179/000104617926000367/tsm-revenue20260610.htm\",\n      \"key_takeaways\": [\n        \"May 2026 consolidated revenue NT$416.98B — +30.1% YoY, +1.5% MoM. Jan-May cumulative revenue NT$1.96T (+30.0% YoY). Strong consistent growth trajectory without slowdown signs.\"\n      ]\n    },\n    {\n      \"form\": \"4\",\n      \"filed\": \"2026-06-09 to 2026-06-16\",\n      \"url\": \"Multiple (see filings list)\",\n      \"key_takeaways\": [\n        \"~30 Form 4s filed in 14-day window are ALL ESPP and LTI plan purchases at ~USD $76/share. Yuan Lipen (VP): 1,000 shares @ NT$75.26 = USD $3,163 — dust. Zhang Kevin Xiaoqiang (SVP/Deputy Co-COO): 62 shares via ESPP — dust. No CEO/CFO open-market purchases.\"\n      ]\n    },\n    {\n      \"form\": \"SD\",\n      \"filed\": \"2026-05-27\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1046179/000119312526240358/d123002dsd.htm\",\n      \"key_takeaways\": [\n        \"Standard conflict minerals disclosure — no material signal.\"\n      ]\n    }\n  ],\n  \"options_context\": {\n    \"expiries_examined\": [\n      \"2026-07-17\"\n    ],\n    \"iv_summary\": \"ATM IV ~51% (430 strike); OTM calls 45-50%, puts 46-49%. Put skew slightly positive. Near-the-money spreads narrow.\",\n    \"notable_skew_or_flow\": \"Put/call aggregate ratio is 1.26 (more put than call volume), but notional dollar bias is +$2.13M bullish — calls have higher per-contract premium. Top OI: $400 call (22,614 OI) and $350 put (21,233 OI) — heavy structure at both ends suggests range expectation ($350-$450). Whale call blocks at deep OTM strikes ($490, 13.7% OTM; $450, +4.4% OTM) are present but not extreme.\"\n  },\n  \"competitive_landscape\": \"TSMC competes with Samsung Foundry (losing share to TSMC in leading edge), Intel Foundry Services (geopolitical U.S. beneficiary but technologically behind at <2nm), GlobalFoundries (mature nodes only), and SMIC (China, under export controls). No peer can match its 3nm/5nm capacity, yield consistency, or customer relationships. NVDA, AMD, Apple, Qualcomm are all captive customers. Google reportedly exploring Samsung for TPU chips due to TSMC capacity constraints — a sign of TSMC's pricing power and tight supply.\",\n  \"key_risks\": [\n    \"Taiwan geopolitical risk premium — stock would gap down on cross-strait military escalation\",\n    \"CEO C.C. Wei flagged water and talent shortages as operational risks in Taiwan\",\n    \"TSM near 52-week high; limited margin of safety for long equity\",\n    \"Forward P/E of ~22x with AI cycle pricing already embedded; any demand slowdown hits hard\",\n    \"Geopolitical export controls: potential US/ALLIED restrictions on advanced chip shipments to China could impact ~15% revenue\",\n    \"Arizona fab ramp execution risk: first-of-kind leading-edge capacity outside Taiwan\"\n  ],\n  \"what_the_market_might_be_missing\": \"The Form 4 cluster is entirely ESPP dust — not a genuine smart-money signal. The investigation trigger was misleading; no open-market insider purchases by executives exist in the window. Market may be underweighting: (1) TSMC's dominant pricing power shown by Google's Samsung discussions, and (2) the Amkor partnership deepens CHIPS Act supply chain positioning which could attract more U.S. government-linked demand. These are incremental positives but already largely priced into a stock near all-time highs.\",\n  \"anti_signals_present\": [\n    \"dilution\"\n  ],\n  \"sources\": [\n    {\n      \"label\": \"Fundamentals\",\n      \"url\": \"https://fundamentals.seledore.com/?symbol=TSM\"\n    },\n    {\n      \"label\": \"Price History & MAs\",\n      \"url\": \"https://price.seledore.com/?symbol=TSM&days=252\"\n    },\n    {\n      \"label\": \"Form 4 Filings (sample)\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1046179/000104617926000369/xslF345X06/wk-form4_1781604362.xml\"\n    },\n    {\n      \"label\": \"20-F Annual Report FY2025\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1046179/000162828026025362/tsm-20251231.htm\"\n    },\n    {\n      \"label\": \"May Revenue 6-K\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1046179/000104617926000367/tsm-revenue20260610.htm\"\n    },\n    {\n      \"label\": \"TSMC-Amkor Partnership\",\n      \"url\": \"https://finance.yahoo.com/technology/articles/tsmc-amkor-technology-announce-long-130000168.html\"\n    },\n    {\n      \"label\": \"Google-Samsung TPU Talks\",\n      \"url\": \"https://finance.yahoo.com/sectors/technology/articles/googles-samsung-talks-highlight-tsmc-180100438.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": "2026-06-16T16:00:10.703Z",
      "raw_content": "<think>The user wants me to analyze a dossier for TSM (Taiwan Semiconductor Manufacturing Company) and decide whether to skip or draft a trade idea.\nI need to score it based on the provided rubric, check risk class, thresholds, anti-signal gates, edge check, and structure selection.\n\nLet's go through the scoring rubric:\nA. SMART-MONEY CLUSTER (max 25)\n- Insider purchases: 0. distinct_insider_buyers_90d: 0. CEO/CFO buy: false.\n- Notable 13F holders: pending.\n- Politician buys: pending.\n- Penalty: none.\nScore: 0.\n\nB. OPTIONS FLOW / UOA (max 10)\n- Whale call blocks OTM: present but \"not extreme\".\n- Bullish IV skew: Put skew slightly positive (put IV > call IV). So not bullish IV skew.\n- Net dollar bias: +$2.13M bullish.\n- OI building at defended level: Top OI $400 call and $350 put.\nScore: 0 or 1. Let's give 0. (No strong bullish flow, put skew is positive meaning puts are more expensive).\n\nC. CATALYST (max 25)\n- Earnings within 90 days: July 16, 2026. Last 4 quarters EPS surprise > 0%: Yes, 4 consecutive positive beats.\n- Recent guidance raise: false.\n- Quantifiable sector tailwind: mentioned capex hike, but not specific to TSM.\nScore: 10 (earnings + surprise pattern).\n\nD. MISPRICING (max 15)\n- Forward P/E: 21.95. Sector median null. Not ≥20% below.\n- EV/EBITDA: 5.626. Sector median null. Not ≥30% below.\n- FCF yield: 3.2%. Not ≥7%.\n- SOTP gap: null.\nScore: 0.\n\nE. QUALITY (max 15)\n- ROIC: 36.21% (≥15%). +5 pts.\n- Gross margin expanding: null.\n- Net debt/EBITDA: null, but balance sheet grade A, net cash strong. Let's give 0 or 5? The rubric says 5 pts for net debt/EBITDA ≤ 2x or net cash. It says \"net cash hoard against modest debt\". I'll give 5 pts for net cash.\nScore: 10.\n\nF. MOMENTUM/TECHNICAL (max 10)\n- Above 50DMA & 200DMA: true. +3 pts.\n- 12-1 month return positive & beating sector: null.\n- RSI 14 in 40-65: 55.2. +2 pts.\n- MACD bullish cross: false.\nScore: 5.\n\nTotal Score: 0 + 0 + 10 + 0 + 10 + 5 = 25.\nWait, let's re-evaluate C. Earnings within 90 days AND last 4 quarters' EPS surprise > 0% = 10 pts.\nTotal: 25.\n\nRisk Class: market_cap is not explicitly given, but TSM is a mega-cap (> $5B). So \"core\".\nThresholds for Core: < 45 -> Skip.\nAnti-signals: \"dilution\" is listed in anti_signals_present. Wait, the dossier says \"dilution\" as an anti-signal? Let's check the text: \"anti_signals_present\": [\"dilution\"]. 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 dossier itself says \"The Form 4 cluster is entirely ESPP dust — not a genuine smart-money signal.\" Dilution might refer to ESPP or stock-based compensation, or maybe it's a false positive from Scout. But given the score is 25, it's a skip anyway.\n\nLet's double check the scoring.\nA: 0\nB: 0\nC: 10\nD: 0\nE: 10\nF: 5\nTotal: 25.\n\nEdge check: \"What does this idea say that the market doesn't already know?\" The dossier explicitly says: \"The stock is 4% below its 52-week high... pricing in significant AI foundry demand already. No obvious valuation gap vs. intrinsic worth.\" \"Market may be underweighting... incremental positives but already largely priced into a stock near all-time highs.\"\nUpside target: The desk wants 20%+ return. At ~$431, to get 20% it needs to go to $517. That's a 15%+ move from here. Unlikely for a mega-cap near ATH without a major catalyst.\nStructure guidance: Scout says \"range_bound_or_income\". But score is 25. Thresholds say <45 -> Skip.\nI will skip.\n\nLet's construct the skip JSON carefully.\nScore breakdown:\nsmart_money: 0\noptions_flow: 0\ncatalyst: 10\nmispricing: 0\nquality: 10\ntechnical: 5\nTotal: 25.\n\nReason: Score is 25 (<45 threshold). The dossier indicates TSM is near all-time highs with ~22x forward P/E, leaving no clear mispricing or 20%+ upside catalyst. The \"smart money\" signal is ESPP dust, not genuine insider conviction, and the anti-signal flag for dilution warrants caution. No asymmetric or income setup clears the bar here.\n\nWait, should I give points for quality? ROIC 36% = 5. Net cash = 5. Total 10.\nTechnical: above 50/200DMA = 3. RSI 40-65 = 2. Total 5.\nCatalyst: earnings within 90d + 4 positive beats = 10.\nTotal = 25.\n\nCheck thresholds: <45 Skip.\nOutput matches exactly.\nI will generate the JSON.\nOne detail: 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 mention it in the reason.\nAll good.\nProceed. \nLet's verify the JSON structure for skip:\n{\n  \"skip\": true,\n  \"score\": 25,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 0,\n    \"catalyst\": 10,\n    \"mispricing\": 0,\n    \"quality\": 10,\n    \"technical\": 5\n  },\n  \"reason\": \"Score falls well below the 45-point skip threshold. TSM trades near all-time highs at ~22x forward P/E with no valuation gap or clear 20%+ upside path. The insider buying cluster is ESPP dust rather than conviction, and the flagged dilution anti-signal requires caution. No income structure justifies the risk given the elevated IV and range-bound verdict.\"\n}\nMatches requirements. Output only JSON.\nDone. \nSelf-Correction/Refinement during thought: \nCheck catalyst scoring: \"10 pts: earnings within 90 days AND last 4 quarters' EPS surprise > 0%\". Yes, 10.\nCheck quality: \"5 pts: ROIC ≥ 15%\" -> 5. \"5 pts: net debt / EBITDA ≤ 2x (or net cash)\" -> 5. Total 10.\nCheck technical: \"3 pts: above both 50DMA and 200DMA\" -> 3. \"2 pts: RSI 14 in 40-65 zone\" -> 2. Total 5.\nTotal 25. Correct.\nThe prompt says \"ONLY ONE STRUCTURE TYPE. Pick long_stock, csp, OR cc and only fill that sub-object.\" for proceeding. Since skipping, I use the skip format.\nAll good.\nOutput matches. \nProceeds. \nGenerating. \n[Output Generation] -> JSON only. \nCheck date rules: Not applicable for skip, but I'll ensure no dates are invented.\nCheck structure: exactly as requested.\nReady. \nOutput matches response. \nProceeds. \n(Self-Correction/Verification during drafting)\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 that to the reason.\nThe JSON structure is correct.\nI will produce it now. \nAll steps verified. \nOutput generation. \n```json\n{\n  \"skip\": true,\n  \"score\": 25,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 0,\n    \"catalyst\": 10,\n    \"mispricing\": 0,\n    \"quality\": 10,\n    \"technical\": 5\n  },\n  \"reason\": \"Score falls well below the 45-point skip threshold. TSM trades near all-time highs at ~22x forward P/E with no valuation gap or clear 20%+ upside path. The insider buying cluster is ESPP dust rather than conviction, and the flagged dilution anti-signal warrants caution. No income or equity structure justifies the risk given the range-bound verdict and elevated IV.\"\n}\n```\nMatches exactly. Proceeds. \nFinal Check of the prompt: \"OUTPUT ONLY VALID JSON. No surrounding prose, no markdown fences.\" -> I will output raw JSON.\nDone. \nProceeds. \n[Output Generation] (matches the refined JSON)\nNote: I'll make sure the JSON is strictly valid and matches the schema.\nAll good. \nOutput matches response. \n[Done]\n</think>\n\n{\n  \"skip\": true,\n  \"score\": 25,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 0,\n    \"catalyst\": 10,\n    \"mispricing\": 0,\n    \"quality\": 10,\n    \"technical\": 5\n  },\n  \"reason\": \"Score falls well below the 45-point skip threshold. TSM trades near all-time highs at ~22x forward P/E with no valuation gap or clear 20%+ upside path. The insider buying cluster is ESPP dust rather than conviction, and the flagged dilution anti-signal warrants caution. No income or equity structure justifies the risk given the range-bound verdict and elevated IV.\"\n}",
      "cleaned_content": "{\n  \"skip\": true,\n  \"score\": 25,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 0,\n    \"catalyst\": 10,\n    \"mispricing\": 0,\n    \"quality\": 10,\n    \"technical\": 5\n  },\n  \"reason\": \"Score falls well below the 45-point skip threshold. TSM trades near all-time highs at ~22x forward P/E with no valuation gap or clear 20%+ upside path. The insider buying cluster is ESPP dust rather than conviction, and the flagged dilution anti-signal warrants caution. No income or equity structure justifies the risk given the range-bound verdict and elevated IV.\"\n}",
      "tool_calls": null,
      "finish_reason": "stop"
    }
  ],
  "tool_results": [],
  "final_message": "{\n  \"skip\": true,\n  \"score\": 25,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 0,\n    \"catalyst\": 10,\n    \"mispricing\": 0,\n    \"quality\": 10,\n    \"technical\": 5\n  },\n  \"reason\": \"Score falls well below the 45-point skip threshold. TSM trades near all-time highs at ~22x forward P/E with no valuation gap or clear 20%+ upside path. The insider buying cluster is ESPP dust rather than conviction, and the flagged dilution anti-signal warrants caution. No income or equity structure justifies the risk given the range-bound verdict and elevated IV.\"\n}",
  "tool_calls_total": 0,
  "walltime_ms": 43663,
  "stop_reason": "stop",
  "completed_at": "2026-06-16T16:00:10.703Z"
}