{
  "model": "qwen/qwen3.6-35b-a3b",
  "started_at": "2026-06-23T15:14:10.006Z",
  "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: 2026-06-23. 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 2026-06-23. 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 2026-06-23, it is WRONG — re-read the live tool output.\n\nHere is the dossier from Scout. Decide: skip or draft.\n\n\nLESSONS LEARNED FROM PRIOR CLOSED IDEAS (apply when scoring this candidate):\n  - [anti_signal, conf 5] In low-float, high-short-interest commodity names (~10%+ shorts), pre-earnings positioning can cause large directional spikes (10-15%) that distort entry pricing and skew readings. These spikes are driven by gamma positioning and short-covering, not fundamental information. Enter spreads AFTER the pre-event spike resolves, not before.\n      applies: Applies to commodity-linked names with short interest >10% and market cap <$10B entering earnings. Does NOT apply to large-cap names with low short interest where positioning is more efficient.\n  - [catalyst, conf 5] For pre-revenue mining companies, the key earnings catalyst is operational progress (mine start-up, production targets, permitting status), not EPS. EPS misses are expected and priced in. Market reaction is driven by whether operational milestones are met or delayed, not financial performance. Score catalysts based on operational milestone significance, not EPS surprise potential.\n      applies: Applies to all pre-revenue or early-stage mining/exploration companies. Does NOT apply to established producers where EPS and revenue are the primary drivers.\n  - [anti_signal, conf 5] When RSI(14) > 80 AND the stock has run up >40% in 180 days entering earnings, the probability of mean-reversion is high regardless of implied move richness. The direction_evidence score should be reduced by at least 5 points, and the trade should be avoided unless there is a strong contrarian catalyst.\n      applies: Applies to any earnings play where RSI > 80 and the stock has run up >40% in the prior 180 days. Does NOT apply when the stock is near its 200-DMA or has been consolidating.\n  - [structure, conf 5] If the options chain has null bid/ask data across all strikes, the implied move calculation is unreliable. The scout should flag this as a fatal flaw and reject the trade — do not proceed with assumed implied move metrics.\n      applies: Applies to any options-based trade where the implied move is a key input. Does NOT apply to trades that do not rely on implied move calculations.\n  - [structure, conf 4] For zero-revenue resource companies, earnings reports are operational milestone updates, not financial performance events. Market reaction is typically delayed 3-7 days as analysts digest operational details (mine start-up, production targets, inventory decisions). Use longer-dated options (7-14 DTE) or calendar spreads instead of tight DTE spreads that expire before the full reaction.\n      applies: Applies to all pre-revenue or zero-revenue resource/mining companies where operational milestones (mine start-up, production ramp, permitting) drive valuations. Does NOT apply to established producers with consistent revenue where earnings reactions are immediate.\n  - [smart_money, conf 4] In cybersecurity names during AI-capex peaks, executive sales (even Rule 10b5-1) at prices significantly below current spot should be weighted more heavily than analyst upgrades. Insiders are closer to the data and may be positioning for a plateau.\n      applies: Applies to cybersecurity and AI-infrastructure names during periods of elevated analyst optimism. Does NOT apply when insiders are buying or when sales are at prices near current spot.\n  - [catalyst, conf 4] Historical EPS beats do not guarantee positive stock reaction if the stock has already run up into the event. The 'beat' is priced in, and any 'in-line' result is a disappointment. The catalyst_was_real score should be reduced when the pre-event run-up exceeds 20%.\n      applies: Applies to any earnings play where the stock has run up >20% into the event. Does NOT apply when the stock has been consolidating or declining into the event.\n  - [smart_money, conf 3] In commodity-linked names with institutional holders, put skew is often driven by hedging activity (portfolio insurance, commodity price exposure) rather than directional bearishness. Elevated put skew in these names should be discounted as a signal and treated as structural, not informational.\n      applies: Applies to all commodity-linked names (uranium, copper, lithium, oil) where institutional holders hedge commodity price exposure via options. Does NOT apply to pure-play companies with no commodity exposure where skew reflects genuine directional views.\n\nDOSSIER:\n{\n  \"symbol\": \"TSM\",\n  \"company\": \"Taiwan Semiconductor Manufacturing Company Limited\",\n  \"investigation_summary\": \"TSMC is the world's dominant contract silicon manufacturer serving virtually every major chip designer (Apple, Nvidia, AMD, Qualcomm). The investigation triggered on 2 Form 4 open-market purchases by VP Yuan Lipen buying twice in one week ($75K and $80K tranches) plus a SVP/Deputy Co-COO ESPP buy — notable but not definitive. Fundamentals are exceptional: 35% revenue growth, 58% earnings growth, 62% gross margins, forward P/E of 22.4x against near-52w-high pricing ($440 vs $476 high). The July 16 earnings are the primary near-term catalyst with a consistent beat history (avg +5-11%). Options flow is mixed: heavy put volume at OTM strikes ($470) signals hedging rather than directional bullishness, contradicting the initial trigger framing. TSM has run ~50% year-to-date and sits only 7.7% below its all-time high — no meaningful mispricing exists. The stock is fundamentally healthy but fully valued; the income strategy framework applies.\",\n  \"verdict\": \"range_bound_or_income\",\n  \"confidence_in_data\": 4,\n  \"structure_hints\": [\n    \"cc\",\n    \"strangle\"\n  ],\n  \"business_snapshot\": \"Taiwan Semiconductor Manufacturing Company (TSM) is the world's largest independent contract semiconductor manufacturer, controlling an estimated 60%+ share of advanced node foundry capacity. It provides wafer fabrication services to fabless chip designers including Apple, Nvidia, AMD, Qualcomm, Broadcom, and MediaTek across nodes from mature to 3nm/2nm. TSM also offers packaging, testing, and mask manufacturing, creating a full-service ecosystem that its customers cannot replicate internally without massive capital investment (~$20B per advanced fab). The company generates ~$410B in annual revenue with industry-leading 61.9% gross margins and 46.5% net profit margins — financial metrics that reflect both its pricing power and the structural moat from its manufacturing expertise, yield rates, and capacity scale. Its customers are often also competitors (e.g., Samsung competes in logic but outsources to TSM for some nodes), underscoring how irreplaceable TSMC's process technology is. Geopolitical risk remains the dominant overhang: Taiwan Strait tensions, U.S.-China strategic competition, and CHIPS Act subsidies for domestic alternatives create uncertainty that periodically suppresses TSM's multiple relative to U.S.-listed peers.\",\n  \"scoring_inputs\": {\n    \"smart_money\": {\n      \"insider_open_market_purchases_90d\": [\n        {\n          \"insider\": \"Yuan Lipen\",\n          \"role\": \"VP\",\n          \"amount_usd\": 154450,\n          \"date\": \"2026-06-15\",\n          \"source_url\": \"https://www.sec.gov/Archives/edgar/data/1046179/000104617926000369/xslF345X06/wk-form4_1781604362.xml\"\n        },\n        {\n          \"insider\": \"Yuan Lipen\",\n          \"role\": \"VP\",\n          \"amount_usd\": 79190,\n          \"date\": \"2026-06-22\",\n          \"source_url\": \"https://www.sec.gov/Archives/edgar/data/1046179/000104617926000371/xslF345X06/wk-form4_1782211871.xml\"\n        },\n        {\n          \"insider\": \"Zhang Kevin Xiaoqiang\",\n          \"role\": \"SVP and Deputy Co-COO\",\n          \"amount_usd\": 4712,\n          \"date\": \"2026-06-05\",\n          \"source_url\": \"https://www.sec.gov/Archives/edgar/data/1046179/000104617926000365/xslF345X06/wk-form4_1781002669.xml\"\n        },\n        {\n          \"insider\": \"Wu Yi-Huang\",\n          \"role\": \"VP\",\n          \"amount_usd\": 3040,\n          \"date\": \"2026-06-05\",\n          \"source_url\": \"https://www.sec.gov/Archives/edgar/data/1046179/000104617926000364/xslF345X06/wk-form4_1781002661.xml\"\n        }\n      ],\n      \"insider_open_market_total_usd_90d\": 241392,\n      \"distinct_insider_buyers_90d\": 3,\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\": \"Consistent positive beats: Q4 2025 +5.53%, Q1 2026 +4.68%, Q3 2025 +11.23% over trailing four quarters. Average beat ~7%. Forward consensus at $3.81 EPS.\",\n      \"guidance_raise_in_last_90d\": false,\n      \"named_catalysts\": [\n        {\n          \"type\": \"earnings\",\n          \"description\": \"Q2 2026 earnings release — first look at AI CoWoS packaging demand trajectory, N3/N2 node utilization rates, and any commentary on Intel foundry competition\",\n          \"date_or_window\": \"2026-07-16 (reporting date per earnings calendar)\",\n          \"source_urls\": [\n            \"https://finance.yahoo.com/markets/stocks/articles/tsmc-tsm-advances-while-market-214504848.html\"\n          ],\n          \"directional_bias\": \"ambiguous\"\n        },\n        {\n          \"type\": \"sector\",\n          \"description\": \"Apple potentially shifting some processor production to Intel U.S. foundry — not immediate TSMC revenue threat given long design cycles, but market sentiment headwind in semis coverage\",\n          \"date_or_window\": \"Ongoing/uncertain timeline\",\n          \"source_urls\": [\n            \"https://finance.yahoo.com/markets/stocks/articles/why-intel-intc-7-6-220716753.html\"\n          ],\n          \"directional_bias\": \"bearish\"\n        },\n        {\n          \"type\": \"sector\",\n          \"description\": \"AI CapEx supercycle sustaining — TSMC's advanced nodes are the bottleneck resource for next-generation AI accelerators. Nvidia, AMD, Google, Microsoft all require N3/N2 capacity.\",\n          \"date_or_window\": \"Multi-year structural tailwind\",\n          \"source_urls\": [\n            \"https://247wallst.com/investing/2026/06/22/forget-nvidia-four-billionaires-who-rarely-agree-on-anything-hold-the-same-overlooked-chip-stock/\"\n          ],\n          \"directional_bias\": \"bullish\"\n        }\n      ]\n    },\n    \"mispricing\": {\n      \"forward_pe\": 22.38,\n      \"sector_median_forward_pe\": 28,\n      \"ev_to_ebitda\": 6.01,\n      \"sector_median_ev_to_ebitda\": 18.5,\n      \"fcf_yield_pct\": 1.63,\n      \"sotp_gap_pct\": null,\n      \"narrative\": \"TSM's forward P/E of 22.4x is below the semi sector median of ~28x, but this discount reflects genuine risks: geopolitical Taiwan exposure (~60% revenue from cross-strait operations), customer concentration (Apple ~25%), and capex intensity. There is no material mispricing — the stock is near its all-time high at $440 vs $476 peak. The 'discount' to peers is rational rather than structural.\"\n    },\n    \"quality\": {\n      \"roic_pct\": 36.21,\n      \"gross_margin_trend_pp_yoy\": 0.05,\n      \"net_debt_to_ebitda\": -2.24,\n      \"balance_sheet_grade\": \"A\"\n    },\n    \"technical\": {\n      \"above_50dma\": true,\n      \"above_200dma\": true,\n      \"rsi_14\": 54.6,\n      \"macd_recent_bullish_cross\": true,\n      \"12_1_momentum_vs_sector_pct\": 48.69\n    }\n  },\n  \"price_context\": {\n    \"last_close\": 440.03,\n    \"ytd_return_pct\": 48.69,\n    \"from_52w_high_pct\": -7.72\n  },\n  \"filings_reviewed\": [\n    {\n      \"form\": \"10-K\",\n      \"filed\": \"N/A - TSM files 20-F (foreign private issuer)\",\n      \"url\": \"Not available via SEC EDGAR direct indexing for foreign companies\",\n      \"key_takeaways\": [\n        \"TSM is a foreign private issuer; files 20-F annually rather than 10-K. Annual report not directly accessible through the edgar_recent_filings endpoint — would require manual retrieval from sec.gov.\",\n        \"Core business confirmed: global leader in advanced semiconductor foundry, dominant 3nm/2nm process technology, major customers include Apple Nvidia AMD Qualcomm Broadcom.\",\n        \"Financial profile: ~$410B revenue (TTM), ~35% YoY growth, 61.9% gross margin, 46.5% net margin — best-in-class semiconductor economics.\"\n      ]\n    },\n    {\n      \"form\": \"4\",\n      \"filed\": \"2026-06-23\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1046179/000104617926000371/xslF345X06/wk-form4_1782211871.xml\",\n      \"key_takeaways\": [\n        \"VP Yuan Lipen purchased 1,000 shares at $79.19 (NT$2,505) on June 22 — open market buy at elevated price point ($440 ADR equivalent). Second purchase in one week.\"\n      ]\n    },\n    {\n      \"form\": \"4\",\n      \"filed\": \"2026-06-16\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1046179/000104617926000369/xslF345X06/wk-form4_1781604362.xml\",\n      \"key_takeaways\": [\n        \"VP Yuan Lipen purchased 1,000 shares at $75.26 (NT$2,375) on June 15 — open market buy, first of two purchases in one week.\"\n      ]\n    },\n    {\n      \"form\": \"4\",\n      \"filed\": \"2026-06-09\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1046179/000104617926000365/xslF345X06/wk-form4_1781002669.xml\",\n      \"key_takeaways\": [\n        \"SVP and Deputy Co-COO Zhang Kevin Xiaoqiang acquired 62 shares via ESPP at $76.01 on June 5, plus LTI trust allocation — routine plan-driven purchase.\"\n      ]\n    },\n    {\n      \"form\": \"4\",\n      \"filed\": \"2026-06-09\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1046179/000104617926000364/xslF345X06/wk-form4_1781002661.xml\",\n      \"key_takeaways\": [\n        \"VP Wu Yi-Huang acquired 40 shares via ESPP at $76.01 on June 5 — routine plan contribution, not a discretionary open-market buy.\"\n      ]\n    }\n  ],\n  \"options_context\": {\n    \"expiries_examined\": [\n      \"2026-06-26\",\n      \"2026-07-02\",\n      \"2026-07-10\",\n      \"2026-07-17\",\n      \"2026-07-24\"\n    ],\n    \"iv_summary\": \"ATM IV at July 24 expiry: ~60.8%. Put skew is elevated — OTM puts (440, 470) have V/OI ratios >1 indicating new hedging demand. Call premiums are rich reflecting the pre-earnings premium build.\",\n    \"notable_skew_or_flow\": \"Heavy put buying at $440 strike (ATM/VIX-adjusted hedge positioning) and $470 strike (432 contracts, V/OI=1.08 — largest block). This is defensive/hedging flow, not bullish directional conviction. No OTM call whale blocks detected on current expiry despite trigger claim of '3 OTM call whale blocks'. The flow_directional_bias labeled 'bullish' from the tool appears inconsistent with actual put-heavy positioning at this expiry.\"\n  },\n  \"competitive_landscape\": \"TSMC holds an estimated 60-65% share in advanced foundry (sub-7nm). Primary competitor is Samsung Foundry (~15% advanced share), which has yielded to customer defections due to yield issues. Intel Foundry Services is attempting a comeback but remains years behind on leading-edge nodes; Apple's prospective U.S.-based chip partnership with Intel is speculative and would take 3-5+ years to materialize at scale given design cycle times. On the equipment side, ASML's EUV exclusivity is a supply constraint for all players including TSMC — though TSM has preferential access as the largest customer.\",\n  \"key_risks\": [\n    \"Geopolitical/Taiwan Strait: Any escalation materially impairs operations and stock; this risk is not priced like a binary event\",\n    \"Customer concentration: Apple ~20-25% of revenue — any design win loss would be significant\",\n    \"AI capex plateau: If hyperscaler AI spending slows, TSMC's advanced node demand faces compression\",\n    \"Intel foundry turnaround: 18A risk production milestone is real and represents the most credible challenge to TSM's lead in years\",\n    \"Stock has run +49% YTD with no meaningful pullback — entry risk at current levels\"\n  ],\n  \"what_the_market_might_be_missing\": \"Not much. The Apple-Intel partnership headline (June 20) was widely covered; TSMC's response (that its customers are also its competitors, and it doesn't need to 'win' the AI race) is a legitimate reframe but not new information for sophisticated investors. TSM has been the most analyzed stock in semiconductors for decades. The Form 4 cluster — two buys by one VP in one week at elevated prices — is genuinely unusual timing relative to earnings, but represents ~$240K total across three insiders with large existing positions; this is noise-level relative to $2.28T market cap. No material filing-based edge identified.\",\n  \"anti_signals_present\": [\n    \"pump_signals\",\n    \"concentration\"\n  ],\n  \"sources\": [\n    {\n      \"label\": \"Fundamentals\",\n      \"url\": \"fundamentals(TSM)\"\n    },\n    {\n      \"label\": \"Price History (1Y)\",\n      \"url\": \"price_history(TSM, 252)\"\n    },\n    {\n      \"label\": \"Form 4 - Yuan Lipen June 22\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1046179/000104617926000371/xslF345X06/wk-form4_1782211871.xml\"\n    },\n    {\n      \"label\": \"Form 4 - Yuan Lipen June 15\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1046179/000104617926000369/xslF345X06/wk-form4_1781604362.xml\"\n    },\n    {\n      \"label\": \"Form 4 - Zhang Kevin Xiaoqiang\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1046179/000104617926000365/xslF345X06/wk-form4_1781002669.xml\"\n    },\n    {\n      \"label\": \"Earnings Calendar\",\n      \"url\": \"earnings(TSM)\"\n    },\n    {\n      \"label\": \"Options Flow Jul-24\",\n      \"url\": \"options_flow(TSM, 2026-07-24)\"\n    },\n    {\n      \"label\": \"Billionaire holders article (247WallSt)\",\n      \"url\": \"https://247wallst.com/investing/2026/06/22/forget-nvidia-four-billionaires-who-rarely-agree-on-anything-hold-the-same-overlooked-chip-stock/\"\n    },\n    {\n      \"label\": \"Intel Apple partnership (Yahoo Finance)\",\n      \"url\": \"https://finance.yahoo.com/markets/stocks/articles/why-intel-intc-7-6-220716753.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": "2026-06-23T15:15:14.674Z",
      "raw_content": "<think>The dossier is for TSM (Taiwan Semiconductor Manufacturing Company).\nScout verdict: `range_bound_or_income`\nMarket cap: >$5B (implied by $2.28T market cap mentioned in \"what_the_market_might_be_missing\"). So risk_class = \"core\".\nAnti-signals present: `[\"pump_signals\", \"concentration\"]`. Wait, concentration > 30%? Apple is ~20-25%, but maybe total customer concentration >30%? The anti-signal says \"concentration\". Also \"pump_signals\". I need to check the anti-signal gate. \"Customer concentration > 30%\" is a gate. The dossier says \"Apple ~20-25% of revenue\". Maybe total top customer concentration is >30%. Also \"pump_signals\" is listed. I will treat anti_signals_present as a gate. 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.\"\nActually, TSM is a mega-cap semiconductor. \"pump_signals\" might be a false positive from the scout, but I should note it.\nLet's score it carefully.\n\nA. SMART-MONEY CLUSTER (max 25)\nInsider purchases: VP Yuan Lipen bought twice ($154k + $79k = $233k). SVP Zhang bought $4.7k. VP Wu bought $3k. Total ~$241k.\nDistinct buyers: 3 (Yuan, Zhang, Wu).\nCEO/CFO buy: No.\nTotal > $5M: No.\n13F: pending.\nPolitician: pending.\nScore: 0 pts. (Less than $500k total, no CEO/CFO, no 13F).\n\nB. OPTIONS FLOW / UOA (max 10)\nPut skew elevated, heavy put buying at $440/$470. Defensive/hedging. No OTM call whale blocks.\nScore: 0 pts. (Penalty might apply if bearish put bias, but it's hedging. I'll give 0).\n\nC. CATALYST (max 25)\nEarnings on 2026-07-16 (within 30 days). Last 4 quarters EPS surprise > 0%? Dossier says \"Consistent positive beats: Q4 2025 +5.53%, Q1 2026 +4.68%, Q3 2025 +11.23% over trailing four quarters.\" So yes.\nScore: 10 pts.\nGuidance raise: false.\nSector tailwind: AI capex supercycle. 5 pts.\nTotal: 15 pts. (Cap at 25)\n\nD. MISPRICING (max 15)\nForward P/E 22.38 vs sector median 28. That's ~20% below. (5 pts)\nEV/EBITDA 6.01 vs sector median 18.5. That's ~67% below. (4 pts)\nFCF yield 1.63% (not ≥7%).\nSOTP: null.\nNarrative says discount is rational (geopolitical, customer concentration, capex). But rubric says 5 pts for F/P/E ≥20% below, 4 pts for EV/EBITDA ≥30% below. I'll give 9 pts.\n\nE. QUALITY (max 15)\nROIC 36.21% (≥15%) -> 5 pts.\nGross margin trend +0.05 pp YoY (not ≥3pp) -> 0 pts.\nNet debt/EBITDA -2.24 (net cash) -> 5 pts.\nTotal: 10 pts.\n\nF. MOMENTUM/TECHNICAL (max 10)\nAbove 50DMA & 200DMA: 3 pts.\n12-1 momentum vs sector: 48.69% positive -> 4 pts.\nRSI 14: 54.6 (in 40-65) -> 2 pts.\nMACD bullish cross: 1 pt.\nTotal: 10 pts.\n\nTotal Score: 0 + 0 + 15 + 9 + 10 + 10 = 44.\nWait, score is 44. Thresholds for CORE:\n≥80: Publish\n70-79: Publish\n60-69: Publish\n45-59: Paper-track if no hard anti-signal...\n<45: Skip\n\nScore is 44. It's below 45. Skip.\nAlso, anti-signals present: `[\"pump_signals\", \"concentration\"]`. Even if I gave it 45, the anti-signal gate for concentration >30% might apply. But score is <45 anyway.\nReason: Low score (44) due to lack of smart-money conviction, rich/defensive options flow, and rational valuation discount. Anti-signals (customer concentration, pump signals) further justify skipping. No asymmetric or income structure meets the high bar for publication.\n\nLet's double check the scoring.\nA: 0\nB: 0\nC: 15 (10 for earnings beat history + 5 for AI tailwind)\nD: 9 (5 for PE, 4 for EV/EBITDA)\nE: 10 (5 ROIC, 5 net cash)\nF: 10 (3, 4, 2, 1)\nTotal: 44.\n\nMatches skip threshold.\nI will output the skip JSON.\nCheck date rules: Not writing any dates in the skip output except maybe in reason if needed, but I'll keep it simple.\nStructure of skip output:\n{\n  \"skip\": true,\n  \"score\": 44,\n  \"score_breakdown\": { ... },\n  \"reason\": \"...\"\n}\nAll good.\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 that in the reason.\nReady. \nOutput matches exactly.\nProceed. \nSelf-Correction/Verification during thought:\nWait, D scoring: EV/EBITDA 6.01 vs 18.5 is >30% below. So 4 pts. Forward PE 22.38 vs 28 is ~20% below. So 5 pts. Total 9.\nQuality: ROIC 36.21 -> 5. Net debt/EBITDA -2.24 -> 5. Gross margin trend +0.05 -> 0. Total 10.\nMomentum: 3+4+2+1 = 10.\nCatalyst: 10 + 5 = 15.\nTotal = 44.\nFalls exactly on the <45 skip threshold.\nAnti-signals: concentration (Apple ~25%, but maybe total >30% per scout), pump_signals (false positive on mega-cap, but still a flag).\nI will output skip.\nAll constraints met.\nOutput matches requested format.\nDone. \nProceeds. \nOutput Generation. \n```json\n{\n  \"skip\": true,\n  \"score\": 44,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 0,\n    \"catalyst\": 15,\n    \"mispricing\": 9,\n    \"quality\": 10,\n    \"technical\": 10\n  },\n  \"reason\": \"Composite score of 44 falls below the 45-point threshold for publication or paper-tracking. Smart-money and options flow provide zero conviction (insider purchases are <$500K total, options show defensive put hedging rather than directional conviction). Additionally, the dossier flags customer concentration and pump signals as anti-signals; while the concentration discount is rational for a mega-cap, the lack of asymmetric upside or elevated-income opportunity means this dossier does not clear the high bar for recommendation-grade or paper-tracked ideas.\"\n}\n```\nWait, let's verify the rubric for D: \"EV/EBITDA ≥ 30% below sector median\" -> 4 pts. \"forward P/E ≥ 20% below sector median\" -> 5 pts. Cap at 15. So 9 is correct.\nQuality: ROIC ≥15% -> 5. Net debt/EBITDA ≤2x -> 5. Gross margin expanding ≥3pp -> 0. Total 10.\nMomentum: 3+4+2+1 = 10.\nCatalyst: 10 (earnings) + 5 (sector tailwind) = 15.\nTotal 44. Correct.\nI will generate the JSON. \nOne detail: The prompt says \"CAP at 15\" for mispricing. I gave 9. That's fine.\nAll good.\nOutput matches. \nProceeds. \n[Output Generation] -> *Self-Correction/Refinement during thought*: \nWait, should I check if the income structure (CC or Strangle) could be viable despite the low score? The prompt says: \"Even when Scout says 'no asymmetric long opportunity exists' (verdict=range_bound_or_income), there may be a clear INCOME structure... Don't reflex-skip just because long_stock isn't attractive.\"\nHowever, the score is 44. The threshold for paper-track is 45-59. The threshold for skip is <45. Unless I can justify a higher score or override the threshold? The prompt says: \"< 45 Skip\". I will stick to skip. The anti-signal gate also strongly supports skip. I'll output skip.\nFinal check of the JSON structure matches the prompt exactly.\nDone. \nOutput matches response. \nProceeds. \n[Output Generation]\n</think>\n\n{\n  \"skip\": true,\n  \"score\": 44,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 0,\n    \"catalyst\": 15,\n    \"mispricing\": 9,\n    \"quality\": 10,\n    \"technical\": 10\n  },\n  \"reason\": \"Composite score of 44 falls below the 45-point threshold for publication or paper-tracking. Smart-money and options flow provide zero conviction (insider purchases total <$500K with no CEO/CFO involvement; options show defensive put hedging rather than directional conviction). The dossier also flags customer concentration and pump signals as anti-signals; while the valuation discount is rational for a mega-cap, the lack of asymmetric upside or clearly elevated-income opportunity means this dossier does not clear the high bar for recommendation-grade or paper-tracked ideas.\"\n}",
      "cleaned_content": "{\n  \"skip\": true,\n  \"score\": 44,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 0,\n    \"catalyst\": 15,\n    \"mispricing\": 9,\n    \"quality\": 10,\n    \"technical\": 10\n  },\n  \"reason\": \"Composite score of 44 falls below the 45-point threshold for publication or paper-tracking. Smart-money and options flow provide zero conviction (insider purchases total <$500K with no CEO/CFO involvement; options show defensive put hedging rather than directional conviction). The dossier also flags customer concentration and pump signals as anti-signals; while the valuation discount is rational for a mega-cap, the lack of asymmetric upside or clearly elevated-income opportunity means this dossier does not clear the high bar for recommendation-grade or paper-tracked ideas.\"\n}",
      "tool_calls": null,
      "finish_reason": "stop"
    }
  ],
  "tool_results": [],
  "final_message": "{\n  \"skip\": true,\n  \"score\": 44,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 0,\n    \"catalyst\": 15,\n    \"mispricing\": 9,\n    \"quality\": 10,\n    \"technical\": 10\n  },\n  \"reason\": \"Composite score of 44 falls below the 45-point threshold for publication or paper-tracking. Smart-money and options flow provide zero conviction (insider purchases total <$500K with no CEO/CFO involvement; options show defensive put hedging rather than directional conviction). The dossier also flags customer concentration and pump signals as anti-signals; while the valuation discount is rational for a mega-cap, the lack of asymmetric upside or clearly elevated-income opportunity means this dossier does not clear the high bar for recommendation-grade or paper-tracked ideas.\"\n}",
  "tool_calls_total": 0,
  "walltime_ms": 64668,
  "stop_reason": "stop",
  "completed_at": "2026-06-23T15:15:14.674Z"
}