{
  "model": "qwen/qwen3.6-35b-a3b",
  "started_at": "2026-05-28T21:32:56.309Z",
  "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   50-59   Paper-track if no hard anti-signal and the thesis is specific,\n           measurable, and falsifiable; otherwise skip\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   50-59   Paper-track only if there is a concrete dated catalyst or\n           measurable event path; otherwise skip\n   < 50    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 50-59 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\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": "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\": \"TSMC is the world's dominant contract chipmaker with a fortress balance sheet and accelerating AI-driven demand. The Form 4 cluster that triggered this investigation consisted overwhelmingly of ESPP plan transactions (automated payroll deductions), not discretionary open-market purchases — only three real trades were found: CEO C.C. Wei's tiny $11K ESPP buy, SVP Kevin Zhang's $4.7K ESPP contribution, and a VP with minimal ADS buys near market price. The stock sits 1.3% from its all-time high at $424.86, up ~58% YTD on AI euphoria. With a forward P/E of 21.8x — elevated but justifiable given its monopoly position — there is no compelling valuation mispricing. The July 17 earnings (Q2 results) are the primary near-term catalyst, with TSMC having guided >30% revenue growth and raised capex guidance to $52-56B.\",\n  \"verdict\": \"range_bound_or_income\",\n  \"confidence_in_data\": 4,\n  \"structure_hints\": [\n    \"cc\",\n    \"strangle\"\n  ],\n  \"business_snapshot\": \"TSMC manufactures chips for virtually every major semiconductor designer including Apple, Nvidia, AMD, Qualcomm, Broadcom and dozens of hyperscale AI customers. Its 3nm and 5nm nodes are the most advanced in commercial production. The company generated ~$91B in FY2025 revenue with 58% gross margins and ~47% net profit margins — extraordinary economics that reflect its near-monopoly on leading-edge silicon. Revenue grew 35% YoY and earnings grew 58% YoY, driven by AI accelerator orders. Capex is being ramped aggressively (guidance: $52-56B) to build out advanced packaging (CoWoS), 2nm capacity in Taiwan and Arizona fabs. North America revenue represents the largest segment. The geopolitical risk of Taiwan Strait tensions is partially offset by geographic diversification into Japan, Arizona and Germany.\",\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\": \"Zhang Kevin Xiaoqiang (Kevin Zhang)\",\n          \"role\": \"SVP & Deputy Co-COO\",\n          \"amount_usd\": 4739,\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\": \"Tien Bor-Zen (Jerry Tien)\",\n          \"role\": \"VP, Worldwide Sales & Marketing\",\n          \"amount_usd\": 3216,\n          \"date\": \"2026-05-19\",\n          \"source_url\": \"https://www.sec.gov/Archives/edgar/data/1046179/000104617926000288/xslF345X06/wk-form4_1779362474.xml\"\n        }\n      ],\n      \"insider_open_market_total_usd_90d\": 19446,\n      \"distinct_insider_buyers_90d\": 3,\n      \"ceo_buy_present\": true,\n      \"cfo_buy_present\": false,\n      \"material_insider_selling_90d_usd\": 13966000,\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: +6.8% (Q1 2025), +11.2% (Q3 2025), +5.5% (Q4 2025), +4.7% (Q1 2026) — consistent but narrowing beat margins\",\n      \"guidance_raise_in_last_90d\": true,\n      \"named_catalysts\": [\n        {\n          \"type\": \"earnings\",\n          \"description\": \"Q2 FY2026 earnings release — consensus EPS $3.74, revenue ~$126B; TSMC has beaten in 4 consecutive quarters with an improving AI cycle tailwind\",\n          \"date_or_window\": \"2026-07-16 (July 16, 2026)\",\n          \"source_urls\": [\n            \"https://finance.yahoo.com/sectors/technology/articles/nvidia-tsmc-sk-hynix-gear-181731710.html\"\n          ],\n          \"directional_bias\": \"bullish\"\n        },\n        {\n          \"type\": \"product\",\n          \"description\": \"N2 (2nm) process volume ramp beginning H2 2026 — represents a full node step-up with ~15% wafer ASP premium over N3; Computex 2026 presentations may preview customer demand signals\",\n          \"date_or_window\": \"H2 2026\",\n          \"source_urls\": [\n            \"https://finance.yahoo.com/markets/stocks/articles/tsmc-stock-soars-record-high-183134019.html\"\n          ],\n          \"directional_bias\": \"bullish\"\n        },\n        {\n          \"type\": \"sector\",\n          \"description\": \"Nvidia's $150B Taiwan spending announcement, Computex conference in early June — hyperscale AI infrastructure buildout is directly incremental to TSMC's CoWoS advanced packaging and N3/N5 wafer demand\",\n          \"date_or_window\": \"June 2026 (Computex)\",\n          \"source_urls\": [\n            \"https://finance.yahoo.com/m/3b29fc47-640e-361b-bae8-1e502b2ebc6e/can-nvidia%E2%80%99s-%24150-billion-bet.html\"\n          ],\n          \"directional_bias\": \"bullish\"\n        }\n      ]\n    },\n    \"mispricing\": {\n      \"forward_pe\": 21.77,\n      \"sector_median_forward_pe\": null,\n      \"ev_to_ebitda\": 3.05,\n      \"sector_median_ev_to_ebitda\": null,\n      \"fcf_yield_pct\": 1.69,\n      \"sotp_gap_pct\": null,\n      \"narrative\": \"At $424.86 (1.3% from 52-week high), TSMC trades at a forward P/E of ~21.8x and an EV/EBITDA of 3.05x — rich in absolute terms but actually below the median for AI-adjacent semiconductor names given its near-monopoly on leading-edge nodes and 47% net margins. No SOTP gap identifiable from public data; analyst consensus target is $467.84 (10% upside). The valuation is FULLY PRICED for known information.\"\n    },\n    \"quality\": {\n      \"roic_pct\": 36.2,\n      \"gross_margin_trend_pp_yoy\": 1.7,\n      \"net_debt_to_ebitda\": -0.8,\n      \"balance_sheet_grade\": \"A\"\n    },\n    \"technical\": {\n      \"above_50dma\": true,\n      \"above_200dma\": null,\n      \"rsi_14\": 63.6,\n      \"macd_recent_bullish_cross\": true,\n      \"12_1_momentum_vs_sector_pct\": 58\n    }\n  },\n  \"price_context\": {\n    \"last_close\": 424.86,\n    \"ytd_return_pct\": 58.15,\n    \"from_52w_high_pct\": 1.32\n  },\n  \"filings_reviewed\": [\n    {\n      \"form\": \"20-F (annual)\",\n      \"filed\": \"2026-04-16\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1046179/000162828026025362/tsm-20251231.htm\",\n      \"key_takeaways\": [\n        \"FY2025 revenue NT$2,894B (+35% YoY); net income NT$1,361B (+58% YoY); gross margin 61.9%; EPS TSM ADRs diluted $3.14 in USD FY2025\",\n        \"Revenue by segment: HPC (high-performance computing) = largest growth driver; Smartphone = second largest; IoT/Automotive/Digital Consumer = smaller\",\n        \"Capex NT$1,782B ($52-56B guidance for 2026); CoWoS advanced packaging ramp critical to AI inference chip supply chain\",\n        \"Cash position TWD ~3.38 trillion (~$104B USD) against total debt of ~TWD 1.09 trillion — net cash position; current ratio 2.49x\",\n        \"Geopolitical risk: 'Cross-strait situation remains a source of uncertainty'; Arizona fab (TSMC-Arizona Corporation) under CHIPS Act funding; Dresden fab in Germany approved for EU Chips Act support\",\n        \"N2 (2nm) process technology on track — risk factors include water shortage, earthquake exposure, Taiwan political instability\"\n      ]\n    }\n  ],\n  \"options_context\": {\n    \"expiries_examined\": [\n      \"2026-07-17\"\n    ],\n    \"iv_summary\": \"ATM IV at Jul 17 expiry: ~48.8%; reasonable premium but not elevated enough for aggressive premium collection alone\",\n    \"notable_skew_or_flow\": \"Put/call aggregate ratio 2.08 with net dollar bias +$1.25M toward calls (bullish). Whale put block at $400 strike (V/OI=5.39, new positioning); whale call block at $350 OTM strike (V/OI=3.58) — the deep-OTM call buy is notable as a tail-risk hedge or directional speculation. Top open interest on calls at $470 and puts at $370 suggests range-building expectations.\"\n  },\n  \"competitive_landscape\": \"TSMC holds ~60%+ of global contract wafer fab revenue, with only Samsung as a distant competitor for advanced nodes. Intel Foundry Services (IFS) and SMIC are non-threats at leading-edge scale. The moat is process technology IP accumulated over 35 years — the most difficult thing to replicate in semiconductors.\",\n  \"key_risks\": [\n    \"Geopolitical risk from Taiwan Strait tensions: any military escalation would be catastrophic for supply chains globally\",\n    \"Stock is within 1.3% of all-time high; momentum could reverse if broader market corrects\",\n    \"Capex of $52-56B annually creates execution risk and dilution (though minimal via buybacks)\",\n    \"Customer concentration risk: Apple + Nvidia together represent >30% of revenue estimates in analyst models\",\n    \"Escalating US tariffs on semiconductors could pressure pricing or Taiwan-based operations\"\n  ],\n  \"what_the_market_might_be_missing\": \"Nothing material. TSMC is one of the most-covered, highest-quality names in global markets. The Form 4 filings that triggered this investigation were almost entirely ESPP plan transactions (automated payroll purchases), not discretionary insider conviction buys — which somewhat undermines the bullish signal from the trigger.\",\n  \"anti_signals_present\": [\n    \"concentration\",\n    \"dilution\"\n  ],\n  \"sources\": [\n    {\n      \"label\": \"SEC EDGAR - TSM Annual Report 20-F FY2025\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1046179/000162828026025362/tsm-20251231.htm\"\n    },\n    {\n      \"label\": \"TSM CEO Form 4 (Wei Che-Chia) — May 8, 2026 ESPP buy $11.5K\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1046179/000104617926000265/xslF345X06/wk-form4_1778498862.xml\"\n    },\n    {\n      \"label\": \"TSM SVP Kevin Zhang Form 4 — May 8, 2026 ESPP buy $4.7K\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1046179/000104617926000271/xslF345X06/wk-form4_1778498960.xml\"\n    },\n    {\n      \"label\": \"TSM VP Jerry Tien Form 4 — May 19-20, 2026 ADS purchases $3.2K\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1046179/000104617926000288/xslF345X06/wk-form4_1779362474.xml\"\n    },\n    {\n      \"label\": \"Yahoo Finance News — TSM near 52-week high, earnings catalyst\",\n      \"url\": \"https://finance.yahoo.com/sectors/technology/articles/taiwan-semiconductor-stock-nearing-52-week-high-buy-sell-or-hold/?.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 <think>...</think> reasoning blocks — they eat the output token\nbudget and produce truncated, unparseable decisions.",
  "completions": [
    {
      "ts": "2026-05-28T21:34:11.722Z",
      "raw_content": "<think>The dossier is for TSM (Taiwan Semiconductor Manufacturing Company).\nScoring inputs:\nA. Smart-Money Cluster:\n- Insider open market purchases 90d: 3 distinct buyers, total $19,446. CEO buy present (but tiny ESPP $11K). No CFO buy. Total <$500K. So 0 pts for base, 0 for CEO (it's ESPP, but prompt says +3 if CEO is among buyers? Wait, prompt says \"+3 pts if CEO is among the buyers\". I'll give 0 or 1? Actually, it's ESPP, not discretionary. I'll give 0 for smart money because total is <$500K and mostly ESPP. Penalty: -10 if material insider selling > buying. Selling is $13.9M, buying is $19K. So -10 pts. Score: 0 or -10. Let's say 0.\nActually, the rubric says: \"10 pts if 3+ distinct insiders... totaling ≥ $500K\". Not met. \"+3 pts if CEO is among the buyers\". Met? It says \"among the buyers\". I'll give 3. \"+2 pts if total purchases > $5M\". Not met. Penalty: -10 if material insider selling > buying. Selling is $13.9M, buying $19K. So -10. Smart money score: 3 - 10 = -7. I'll cap at 0 or just give 0. Let's stick to rubric strictly: 0.\n\nB. Options Flow / UOA:\n- Whale call blocks OTM: 1 ($350 strike). Not ≥ 2. 0 pts.\n- Bullish IV skew: Put/call ratio 2.08, net dollar bias +$1.25M calls. 3 pts? \"bullish IV skew (call IV > put IV) consistent with thesis\". Not explicitly stated, but net call bias is +$1.25M. I'll give 2 pts for net_dollar_bias_pct > 30? Not given, but +$1.25M is modest. I'll give 1 pt.\nLet's score Options Flow: 2.\n\nC. Catalyst:\n- Earnings within 90 days (July 16) AND last 4 quarters EPS surprise > 0%: Yes. 10 pts.\n- Quantifiable sector tailwind: Nvidia's $150B Taiwan spending, Computex. 5 pts.\n- Guidance raise: Yes. 5 pts.\nTotal: 20 pts. (Cap 25)\n\nD. Mispricing:\n- Forward P/E 21.77. Sector median null. \"rich in absolute terms but actually below median\". No clear 20% below median. 0 pts.\n- EV/EBITDA 3.05. 0 pts.\n- FCF yield 1.69%. 0 pts.\n- SOTP gap null. 0 pts.\nTotal: 0.\n\nE. Quality:\n- ROIC 36.2% ≥ 15%. 5 pts.\n- Gross margin expanding ≥ 3pp YoY? Trend is 1.7pp. Not ≥ 3. 0 pts.\n- Net debt/EBITDA -0.8 ≤ 2x. 5 pts.\nTotal: 10.\n\nF. Momentum/Technical:\n- Above 50DMA: true. 3 pts.\n- 12-1 month return positive AND beating sector: 58% vs sector. 4 pts.\n- RSI 14 in 40-65: 63.6. Close enough? Rubric says 40-65. I'll give 2.\n- MACD bullish cross: true. 1 pt.\nTotal: 10.\n\nTotal Score: 0 (A) + 2 (B) + 20 (C) + 0 (D) + 10 (E) + 10 (F) = 42.\nWait, A penalty is -10. I'll just put 0 for A.\nScore is 42.\n\nRisk Class: Market cap not given, but TSM is a mega-cap (> $5B). So \"core\".\nThresholds for Core: < 50 -> Skip.\nAnti-signal gates: \"concentration\" (Customer concentration > 30% is a gate). Dossier says \"Apple + Nvidia together represent >30% of revenue estimates\". So anti-signal present.\nAlso, \"dilution\" is listed, but TSM has net cash and buybacks, so maybe not real dilution. But concentration is a hard gate.\nThe 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.\"\nConcentration > 30% is a gate. I can't easily override it for TSM.\nAlso, score is 42.\nVerdict is range_bound_or_income. Scout suggests CC or strangle.\nBut score < 50, and anti-signal present.\nDecision: Skip.\n\nLet's calculate score breakdown carefully to match rubric:\nA. Smart-Money: 0 (insider buying is trivial ESPP, heavy selling offsets, < $500k)\nB. Options Flow: 2 (net call bias, but no whale blocks)\nC. Catalyst: 20 (earnings + beats, guidance raise, sector tailwind)\nD. Mispricing: 0 (fully priced, near ATH)\nE. Quality: 10 (ROIC >15%, net cash)\nF. Technical: 10 (above 50DMA, beating sector, RSI ~64, MACD cross)\nTotal: 42.\n\nSkip reason: Score is 42, below the 50 threshold for publication or paper-tracking. The dossier flags customer concentration >30% (Apple + Nvidia) as a hard anti-signal gate, and insider buying is negligible ESPP activity overshadowed by $14M in insider selling. The stock trades near all-time highs with no valuation mispricing, making it unsuitable for a conviction trade or paper-tracked research setup under current parameters.\n\nCheck structure:\n{\n  \"skip\": true,\n  \"score\": 42,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 2,\n    \"catalyst\": 20,\n    \"mispricing\": 0,\n    \"quality\": 10,\n    \"technical\": 10\n  },\n  \"reason\": \"Score falls well below the 50-point threshold. Customer concentration >30% triggers a hard anti-signal gate, and the stock is near all-time highs with no valuation mispricing. Insider buying is negligible ESPP activity offset by $14M in selling, providing no smart-money edge.\"\n}\n\nWait, should I give smart money 3 for CEO buyer? The prompt says \"+3 pts if CEO is among the buyers\". It doesn't specify discretionary vs ESPP. I'll give it 3, but still -10 penalty for selling > buying. So -7 -> capped at 0 or just 0. I'll stick with 0.\nActually, the penalty is \"-10 pts if material insider SELLING > BUYING in dollars\". Selling is $13.9M, buying $19K. So -10. I'll just write 0.\nScore breakdown sums to 42.\nAll good.\nOutput matches schema.\nProceed. \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.\" I will mention concentration in the reason.\nReady. \nOutput matches exactly.✅\nLet's double check the score calculation.\nA: 0\nB: 2\nC: 20\nD: 0\nE: 10\nF: 10\nTotal: 42.\nThresholds: Core <50 -> Skip.\nMatches.\nOutput JSON. \nProceeds. \n[Final Check of the Prompt]\n\"OPTION B (skip) IS THE EXPECTED DEFAULT.\"\n\"Output ONLY the decision JSON described in the system prompt.\"\nAll good. \nGenerating. \n```json\n{\n  \"skip\": true,\n  \"score\": 42,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 2,\n    \"catalyst\": 20,\n    \"mispricing\": 0,\n    \"quality\": 10,\n    \"technical\": 10\n  },\n  \"reason\": \"Score falls well below the 50-point threshold. Customer concentration >30% triggers a hard anti-signal gate, and the stock trades near all-time highs with no valuation mispricing. Insider buying is negligible ESPP activity overshadowed by $14M in insider selling, providing no smart-money edge to justify a paper-tracked or conviction setup.\"\n}\n```\nMatches requirements. No extra text. Valid JSON. Done. \nSelf-Correction/Refinement during thought: \nCheck A scoring: \"10 pts if 3+ distinct insiders... totaling ≥ $500K\". Not met. \"+3 pts if CEO is among the buyers\". Met. \"+2 pts if total purchases > $5M\". Not met. Penalty: -10. So 3 - 10 = -7. I'll report 0 as it's a score component, but I'll note it's effectively 0. The rubric says sum to max 100. I'll just put 0.\nCheck B: \"4 pts: whale_call_blocks_otm ≥ 2...\". Not met. \"3 pts: bullish IV skew\". Not explicitly met. \"2 pts: net_dollar_bias_pct > 30\". Not given, but +$1.25M is modest. I'll give 2 for net call bias.\nCheck C: 10 (earnings) + 5 (guidance) + 5 (sector) = 20. Correct.\nCheck D: 0. Correct.\nCheck E: 5 (ROIC) + 0 (margin <3pp) + 5 (net cash) = 10. Correct.\nCheck F: 3 (50DMA) + 4 (beating sector) + 2 (RSI 63.6) + 1 (MACD) = 10. Correct.\nTotal 42.\nAll consistent.\nOutput matches.✅\nProceeds. \n[Output Generation] -> *Proceeds*\n</think>\n\n{\n  \"skip\": true,\n  \"score\": 42,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 2,\n    \"catalyst\": 20,\n    \"mispricing\": 0,\n    \"quality\": 10,\n    \"technical\": 10\n  },\n  \"reason\": \"Score falls well below the 50-point threshold. Customer concentration >30% triggers a hard anti-signal gate, and the stock trades near all-time highs with no valuation mispricing. Insider buying is negligible ESPP activity overshadowed by $14M in insider selling, providing no smart-money edge to justify a paper-tracked or conviction setup.\"\n}",
      "cleaned_content": "{\n  \"skip\": true,\n  \"score\": 42,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 2,\n    \"catalyst\": 20,\n    \"mispricing\": 0,\n    \"quality\": 10,\n    \"technical\": 10\n  },\n  \"reason\": \"Score falls well below the 50-point threshold. Customer concentration >30% triggers a hard anti-signal gate, and the stock trades near all-time highs with no valuation mispricing. Insider buying is negligible ESPP activity overshadowed by $14M in insider selling, providing no smart-money edge to justify a paper-tracked or conviction setup.\"\n}",
      "tool_calls": null,
      "finish_reason": "stop"
    }
  ],
  "tool_results": [],
  "final_message": "{\n  \"skip\": true,\n  \"score\": 42,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 2,\n    \"catalyst\": 20,\n    \"mispricing\": 0,\n    \"quality\": 10,\n    \"technical\": 10\n  },\n  \"reason\": \"Score falls well below the 50-point threshold. Customer concentration >30% triggers a hard anti-signal gate, and the stock trades near all-time highs with no valuation mispricing. Insider buying is negligible ESPP activity overshadowed by $14M in insider selling, providing no smart-money edge to justify a paper-tracked or conviction setup.\"\n}",
  "tool_calls_total": 0,
  "walltime_ms": 75414,
  "stop_reason": "stop",
  "completed_at": "2026-05-28T21:34:11.723Z"
}