{
  "model": "qwen/qwen3.6-35b-a3b",
  "started_at": "2026-06-09T04:32:22.370Z",
  "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: 2026-06-09. 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 2026-06-09. 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 2026-06-09, 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\": \"CRDO\",\n  \"company\": \"Credo Technology Group Holding Ltd\",\n  \"investigation_summary\": \"CRDO just reported fiscal FY2026 results (revenue tripled to $1.34B) with another positive EPS surprise — the 4th consecutive beat. However, the stock is up ~270% over the past year and ~53% YTD, trading at forward P/E of 25.6x on a company that was unprofitable just two years ago. The investigation trigger (2 Form 4s in 14 days) resolves to ALL SALES by CTO Cheng Chi Fung executing a pre-scheduled 10b5-1 plan — zero open-market purchases from any insider in the past 90 days. Meanwhile, the CEO received a massive special PSU award with revenue hurdles requiring nearly 4x growth ($2.5B→$7.5B over five years) at current stock prices near all-time highs — raising questions about alignment timing. Bullish options flow exists (put/call ratio 0.38, net $3.2M directional bias), but IV is extremely elevated (~107% ATM), making premium selling strategies more attractive than outright directional bets.\",\n  \"verdict\": \"range_bound_or_income\",\n  \"confidence_in_data\": 5,\n  \"structure_hints\": [\n    \"cc\",\n    \"strangle\",\n    \"csp\"\n  ],\n  \"business_snapshot\": \"Credo Technology Group Holding Ltd is a fabless semiconductor company providing high-speed connectivity ICs, active electrical cables (AECs), optical DSPs and SerDes IP for AI infrastructure networks. The company has pivoted from a niche SerDes IP licensing model to a product-driven business serving hyperscalers (Microsoft confirmed as major customer; Customer B growing rapidly). FY2026 revenue tripled year-over-year to approximately $1.34 billion, with Q4 alone delivering ~$437M — matching all of FY2025 in one quarter. Gross margins expanded to 68-69%. The company is led by CEO William Brennan and CTO Cheng Chi Fung (founder), both significant shareholders though the CTO has been systematically selling through a pre-scheduled plan since September 2025. The Hyperlume acquisition (September 2025, ~$92M) added microLED chip-to-chip interconnect technology to the portfolio.\",\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\": 19800000,\n      \"notable_13f_holders\": [\n        \"pending — v2\"\n      ],\n      \"politician_recent_buys\": [\n        \"pending — v2\"\n      ]\n    },\n    \"catalyst\": {\n      \"next_earnings_date\": \"2026-09-01 (Q1 FY2027 estimate)\",\n      \"recent_eps_surprise_pattern\": \"4 consecutive positive EPS beats: +44% (Jul 2025), +35% (Oct 2025), +14% (Jan 2026), +12% (Apr/May 2026). Revenue tripled year-over-year in FY2026.\",\n      \"guidance_raise_in_last_90d\": true,\n      \"named_catalysts\": [\n        {\n          \"type\": \"earnings\",\n          \"description\": \"FY2026 annual report issued June 1, 2026 — revenue $1.335B vs prior year ~$437M; Q4 EPS beat consensus\",\n          \"date_or_window\": \"June 1, 2026\",\n          \"source_urls\": [\n            \"https://www.sec.gov/Archives/edgar/data/1807794/000162828026039474/crdo-20260528.htm\"\n          ],\n          \"directional_bias\": \"bullish\"\n        },\n        {\n          \"type\": \"product\",\n          \"description\": \"Lark DSP family (April 2025) for AI datacenter optical transceivers; Dove 850 LRO DSP (industry first); Toucan PCIe Gen6/CXL 3.x retimers — second half FY2027 optical ramp flagged on Q4 earnings call\",\n          \"date_or_window\": \"H2 FY2027\",\n          \"source_urls\": [\n            \"https://www.sec.gov/Archives/edgar/data/1807794/000162828025033813/crdo-20250503.htm\"\n          ],\n          \"directional_bias\": \"bullish\"\n        },\n        {\n          \"type\": \"guidance\",\n          \"description\": \"CEO special PSU award sets $5B revenue goal by end of FY2031 (current: ~$1.3B), signaling management's long-term confidence, though targets are 5-year horizon\",\n          \"date_or_window\": \"May 28, 2026 — 5-year performance period through June 2031\",\n          \"source_urls\": [\n            \"https://www.sec.gov/Archives/edgar/data/1807794/000162828026039474/crdo-20260528.htm\"\n          ],\n          \"directional_bias\": \"ambiguous\"\n        }\n      ]\n    },\n    \"mispricing\": {\n      \"forward_pe\": 25.575146,\n      \"sector_median_forward_peer_avg_semiconductors\": 28,\n      \"ev_to_ebitda\": 84.304,\n      \"sector_median_ev_to_ebitda\": 18,\n      \"fcf_yield_pct\": null,\n      \"narrative\": \"Forward P/E of 25.6x is moderately elevated vs the ~14-16x seen at this stock's lows a year ago but defensible for a company growing revenue >100% yoy in an AI connectivity secular tailwind. EV/EBITDA of 84x reflects heavy intangibles (Hyperlume goodwill, capitalized R&D) and may compress as profitability scales. The stock has re-rated from ~20x forward P/E at $70 (March 2026 low) to 25.6x at $222 — a meaningful multiple expansion that already prices in most of the growth story.\"\n    },\n    \"quality\": {\n      \"roic_pct\": null,\n      \"gross_margin_trend_pp_yoy\": \"+5pp yoy: FY2024 ~63%, FY2025/26 Q3 68-69%\",\n      \"net_debt_to_ebitda\": null,\n      \"balance_sheet_grade\": \"A\"\n    },\n    \"technical\": {\n      \"above_50dma\": true,\n      \"above_200dma\": null,\n      \"rsi_14\": 59.1,\n      \"macd_recent_bullish_cross\": false,\n      \"12_1_momentum_vs_sector_pct\": 53\n    },\n    \"price_context\": {\n      \"last_close\": 222.27,\n      \"ytd_return_pct\": 52.65,\n      \"from_52w_high_pct\": 9.63\n    },\n    \"filings_reviewed\": [\n      {\n        \"form\": \"10-K\",\n        \"filed\": \"2025-07-02\",\n        \"url\": \"https://www.sec.gov/Archives/edgar/data/1807794/000162828025033813/crdo-20250503.htm\",\n        \"key_takeaways\": [\n          \"FY2025 revenue $436.8M vs FY2024 $193M; one customer (Customer A, likely Microsoft) 67% of revenue; top 10 customers = ~90%; Customer B growing rapidly; gross margin 68%; 507 engineers; TSMC as sole wafer foundry; HiWire AEC + optical DSPs main product lines\"\n        ]\n      },\n      {\n        \"form\": \"10-Q\",\n        \"filed\": \"2026-03-03\",\n        \"url\": \"https://www.sec.gov/Archives/edgar/data/1807794/000162828026014017/crdo-20260131.htm\",\n        \"key_takeaways\": [\n          \"Q3 FY2026 revenue $407M (+201% yoy); Q3 net income $157M; hyperlume acquired Sep 2025 for $92M (microLED interconnect); Customer A 48% of Q3 revenue, Customer B 39%; ATM offering raised $736M in Oct-Jan period; retained earnings turned positive ($220M vs -$83M at FYE May 2025)\"\n        ]\n      },\n      {\n        \"form\": \"8-K\",\n        \"filed\": \"2026-06-01\",\n        \"url\": \"https://www.sec.gov/Archives/edgar/data/1807794/000162828026039474/crdo-20260528.htm\",\n        \"key_takeaways\": [\n          \"CEO Special PSU: 1.44M shares in six tranches tied to revenue ($2.5B-$7.5B) and stock price ($244.70-$489.40) hurdles over 5 years through June 2031; FY2026 annual results issued (revenue ~$1.335B, tripling YoY)\"\n        ]\n      },\n      {\n        \"form\": \"4\",\n        \"filed\": \"2026-05-05\",\n        \"url\": \"https://www.sec.gov/Archives/edgar/data/1807794/000162828026030518/wk-form4_1778011715.xml\",\n        \"key_takeaways\": [\n          \"CTO Cheng Chi Fung sold 23,600 shares (May 1) at $172-$185 via Rule 10b5-1 plan; no purchases\"\n        ]\n      },\n      {\n        \"form\": \"4\",\n        \"filed\": \"2026-04-29\",\n        \"url\": \"https://www.sec.gov/Archives/edgar/data/1807794/000162828026028331/wk-form4_1777492236.xml\",\n        \"key_takeaways\": [\n          \"CTO Cheng Chi Fung sold 26,400 shares (Apr 27) at $176-$190 via Rule 10b5-1 plan; no purchases\"\n        ]\n      }\n    ],\n    \"options_context\": {\n      \"expiries_examined\": [\n        \"2026-07-17\"\n      ],\n      \"iv_summary\": \"ATM IV ~107% on Jul 17 expiry (38 DTE); elevated across all strikes. V/OI data from yfinance shows call-heavy flow but no extreme new positioning signals.\",\n      \"notable_skew_or_flow\": \"Put/call ratio 0.38; net directional bias +$3.2M (bullish). Top OI calls: $210 (792), $230 (769); top OI puts: $130 (830 deep OTM — likely portfolio hedge). Whale call blocks at $220 and $230 strikes with significant notional ($774K and $1.78M respectively) but these are near-ATM rather than directional OTM bets. IV skew: fairly flat across strikes, suggesting elevated vol environment rather than specific event pricing.\"\n    },\n    \"competitive_landscape\": \"Credo competes in high-speed connectivity with Broadcom (main competitor for SerDes/PHY), Marvell and Astera Labs (PCIe retimers). Key differentiation: n-1 process node advantage delivering leading performance at lower cost; complete AEC + DSP + retimer product suite vs point-solution competitors. Microsoft partnership on HiWire Switch AEC provides competitive moat with that hyperscaler.\",\n    \"key_risks\": [\n      \"Customer concentration: Customer A = 48-67% of revenue — single-customer risk is structural, not resolved\",\n      \"CTO systematic selling under Rule 10b5-1: no insider buys to counteract ~$20M in selling over 90 days; pre-scheduled plan signals planned diversification rather than confidence signal\",\n      \"Valuation stretch: EV/EBITDA 84x reflects future growth expectations that could disappoint if AI infrastructure spending slows or Microsoft reduces orders\",\n      \"Highly volatile stock with extreme IV (~107%); at/near 52w high creates unfavorable entry risk for directional long positions\",\n      \"Tariff and trade policy uncertainty: company has significant Asia manufacturing exposure (TSMC, Taiwan operations); U.S.-China tensions represent ongoing geopolitical risk\",\n      \"Dilution from ATM equity offerings: $736M raised in ~4 months demonstrates willingness to access capital markets at elevated valuations\"\n    ],\n    \"what_the_market_might_be_missing\": \"The 10-Q reveals retained earnings turned positive ($220M vs -$83M) for the first time — a milestone that removes the 'accumulated deficit' going-concern narrative risk and may trigger re-rating from distressed-fable multiple to quality-growth multiple. Additionally, Q3 US revenue was $267M (vs ~$7.6M same period prior year), indicating Customer B's share is rapidly growing beyond Microsoft — if a second major hyperscaler ramps in FY2027, customer concentration premium compresses and the stock re-rates positively. The Lark DSP family targeting Linear Receive Optics (LRO) for AI datacenters could be a significant product cycle in H2 FY2027 that the market hasn't fully modeled yet.\",\n    \"anti_signals_present\": [\n      \"concentration\",\n      \"dilution\"\n    ],\n    \"sources\": [\n      {\n        \"label\": \"FY2025 10-K\",\n        \"url\": \"https://www.sec.gov/Archives/edgar/data/1807794/000162828025033813/crdo-20250503.htm\"\n      },\n      {\n        \"label\": \"Q3 FY2026 10-Q\",\n        \"url\": \"https://www.sec.gov/Archives/edgar/data/1807794/000162828026014017/crdo-20260131.htm\"\n      },\n      {\n        \"label\": \"CEO Special PSU 8-K\",\n        \"url\": \"https://www.sec.gov/Archives/edgar/data/1807794/000162828026039474/crdo-20260528.htm\"\n      },\n      {\n        \"label\": \"CTO Form 4 (May sale)\",\n        \"url\": \"https://www.sec.gov/Archives/edgar/data/1807794/000162828026030518/wk-form4_1778011715.xml\"\n      },\n      {\n        \"label\": \"CTO Form 4 (April sale)\",\n        \"url\": \"https://www.sec.gov/Archives/edgar/data/1807794/000162828026028331/wk-form4_1777492236.xml\"\n      }\n    ],\n    \"unfetched_signals\": [\n      \"13f_deltas\",\n      \"politician_trades\",\n      \"sentiment_score\"\n    ]\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": "2026-06-09T04:32:59.799Z",
      "raw_content": "<think>The dossier is for CRDO (Credo Technology Group Holding Ltd).\nScout verdict: `range_bound_or_income`.\nScoring inputs show:\n- Smart money: 0 pts. Material insider selling > $19.8M. No buys. Penalty: -10 pts.\n- Options flow: IV ~107% ATM. Put/call ratio 0.38, net bullish bias +$3.2M. No OTM whale call blocks with strong bias (near-ATM). IV skew flat. Score: 0 or 1. Let's give 1 pt for net dollar bias > 30%? Actually, it says +$3.2M net bias, doesn't specify % but P/C ratio 0.38 implies bullish. I'll give 1 pt for OI building at defended level or just 0. Let's stick to 0 or 1.\n- Catalyst: Next earnings Sep 1, 2026. 4 consecutive positive EPS beats. Score: 10 pts.\n- Mispricing: Forward P/E 25.6x vs sector median 28x. Not ≥20% below. EV/EBITDA 84x vs 18x. FCF yield null. SOTP gap null. Score: 0.\n- Quality: Gross margin +5pp YoY. ROIC null. Net debt null. Score: 5 pts for margin expanding.\n- Technical: Above 50DMA. RSI 59.1. 12-1 momentum 53%. Score: 3 pts (above 50DMA) + 2 pts (RSI 40-65) = 5 pts.\n- Anti-signal gates: \"concentration\" (Customer A = 48-67% of revenue). The prompt says: \"Customer concentration > 30%\". This is a hard anti-signal gate.\n- Risk class: Market cap isn't explicitly given, but last close $222.27. Revenue $1.34B. Market cap likely ~$8-10B? Wait, forward P/E 25.6x on earnings (let's estimate earnings ~$0.5-0.6B? Actually FY25 was $437M revenue, FY26 $1.34B. EPS beat. Market cap is probably >$5B. Let's assume core. But regardless, anti-signal gate applies.\n- Anti-signal: \"Customer concentration > 30%\" is explicitly listed in `anti_signals_present`. 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.\" Here, Customer A is 48-67% of revenue. It definitely applies. Skip.\n- Also, EV/EBITDA is massively elevated (84x vs 18x). Valuation is stretched.\n- Scout verdict is `range_bound_or_income`, but the anti-signal gate for customer concentration > 30% triggers a skip.\n- I will skip.\n\nLet's calculate score carefully:\nA. Smart Money: 0 (selling > buying, penalty -10, but floor is 0? The prompt says \"Penalty: −10 pts if material insider SELLING > BUYING in dollars\". I'll score 0.)\nB. Options Flow: 0 (IV elevated, but no specific OTM whale calls with strong bias, flat skew)\nC. Catalyst: 10 (4 consecutive EPS beats, earnings within 90 days)\nD. Mispricing: 0 (EV/EBITDA 84x, forward PE 25.6x vs 28x is not ≥20% below)\nE. Quality: 5 (gross margin +5pp YoY)\nF. Technical: 5 (above 50DMA, RSI 59.1)\nTotal: ~20.\nAnti-signal: Customer concentration > 30%. Applies. Skip.\nAlso, the anti-signal list includes \"dilution\". $736M ATM offering in 4 months.\nGiven the explicit anti-signal gate and the high score threshold for publishing (≥80 core, ≥80 asymmetric), skip is mandatory.\n\nI will draft the skip JSON.\nCheck structure:\n{\n  \"skip\": true,\n  \"score\": 20,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 0,\n    \"catalyst\": 10,\n    \"mispricing\": 0,\n    \"quality\": 5,\n    \"technical\": 5\n  },\n  \"reason\": \"Customer concentration exceeds 30% (Customer A = 48–67% of revenue), triggering the hard anti-signal gate. Additionally, the stock trades at an EV/EBITDA of 84x with no asymmetric valuation gap, and material insider selling (~$20M) outweighs any bullish options flow, making this dossier unsuitable for publication.\"\n}\nWait, let's verify the anti-signal rule: \"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 articulate why it doesn't apply? Actually, the rule says \"skip unless you can articulate WHY it doesn't apply\". But for CRDO, Customer A IS 48-67% of revenue. It definitely applies. So I will skip and note that.\nAlso, the prompt says \"Customer concentration > 30%\" is a hard gate. I'll just skip.\n\nLet's double check the scoring rubric for Catalyst: \"10 pts: earnings within 90 days AND last 4 quarters' EPS surprise > 0%\". Next earnings Sep 1, 2026. That's within 90 days from June 9, 2026. So 10 pts.\nQuality: gross margin expanding ≥ 3pp YoY -> +5 pts.\nTechnical: above 50DMA -> 3 pts. RSI 40-65 -> 2 pts. Total 5.\nTotal score: 20.\nMatches skip threshold (<45).\n\nI will output the skip JSON exactly as requested.\nOne minor point: The prompt says \"Penalty: −10 pts if material insider SELLING > BUYING in dollars\". I'll set smart_money to 0 (can't go negative per rubric usually, but I'll put 0).\nScore breakdown: smart_money: 0, options_flow: 0, catalyst: 10, mispricing: 0, quality: 5, technical: 5. Sum: 20.\nReason: Customer concentration exceeds 30% (Customer A = 48–67% of revenue), triggering the hard anti-signal gate. Additionally, the stock trades at an EV/EBITDA of 84x with no valuation gap, and material insider selling (~$20M) outweighs any bullish options flow, making this dossier unsuitable for publication.\nAll good.\nOutput matches format.\nProceed. \nWait, let's verify the \"Customer concentration > 30%\" gate. The prompt says: \"Customer concentration > 30%\". The dossier says \"Customer A = 48-67% of revenue\". So it applies.\nI will produce the JSON. \nCheck date rule: 2026-06-09. No dates in skip JSON.\nAll good. \nOutput matches exactly. \nProceeds. \n{\n  \"skip\": true,\n  \"score\": 20,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 0,\n    \"catalyst\": 10,\n    \"mispricing\": 0,\n    \"quality\": 5,\n    \"technical\": 5\n  },\n  \"reason\": \"Customer concentration exceeds 30% (Customer A = 48–67% of revenue), triggering the hard anti-signal gate. Additionally, the stock trades at an EV/EBITDA of 84x with no valuation gap, and material insider selling (~$20M) outweighs any bullish options flow, making this dossier unsuitable for publication.\"\n}\nDone. \nSelf-Correction/Refinement during thought: \nCould I argue the concentration gate doesn't apply? \"Customer B growing rapidly... if a second major hyperscaler ramps in FY2027, customer concentration premium compresses\". But the gate is hard: \"Customer concentration > 30%\". It currently is >30%. I will stick to skip. The prompt says \"skip unless you can articulate WHY it doesn't apply\". It does apply. So skip is correct.\nScore is well below thresholds.\nOutput matches requested format.\nProceeds. \nFinal JSON generation. \n[Done] \nOutput matches exactly. \nProceeds. \n(Self-Correction/Verification during generation prep)\nWait, the prompt says: \"Penalty: −10 pts if material insider SELLING > BUYING in dollars\". I'll score smart_money as 0. It's fine.\nThe score breakdown sums to 20.\nReason is concise.\nAll constraints met.\nOutput matches. \nProceeds. \n```json\n{\n  \"skip\": true,\n  \"score\": 20,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 0,\n    \"catalyst\": 10,\n    \"mispricing\": 0,\n    \"quality\": 5,\n    \"technical\": 5\n  },\n  \"reason\": \"Customer concentration exceeds 30% (Customer A = 48–67% of revenue), triggering the hard anti-signal gate. Additionally, the stock trades at an EV/EBITDA of 84x with no valuation gap, and material insider selling (~$20M) outweighs any bullish options flow, making this dossier unsuitable for publication.\"\n}\n```\nMatches perfectly. No extra text. Valid JSON. Dates not needed. Score < 45. Skip. Done. \nProceeds. \n[Output Generation] -> *Proceeds*\n</think>\n\n{\n  \"skip\": true,\n  \"score\": 20,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 0,\n    \"catalyst\": 10,\n    \"mispricing\": 0,\n    \"quality\": 5,\n    \"technical\": 5\n  },\n  \"reason\": \"Customer concentration exceeds 30% (Customer A = 48–67% of revenue), triggering the hard anti-signal gate. Additionally, the stock trades at an EV/EBITDA of 84x with no valuation gap, and material insider selling (~$20M) outweighs any bullish options flow, making this dossier unsuitable for publication.\"\n}",
      "cleaned_content": "{\n  \"skip\": true,\n  \"score\": 20,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 0,\n    \"catalyst\": 10,\n    \"mispricing\": 0,\n    \"quality\": 5,\n    \"technical\": 5\n  },\n  \"reason\": \"Customer concentration exceeds 30% (Customer A = 48–67% of revenue), triggering the hard anti-signal gate. Additionally, the stock trades at an EV/EBITDA of 84x with no valuation gap, and material insider selling (~$20M) outweighs any bullish options flow, making this dossier unsuitable for publication.\"\n}",
      "tool_calls": null,
      "finish_reason": "stop"
    }
  ],
  "tool_results": [],
  "final_message": "{\n  \"skip\": true,\n  \"score\": 20,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 0,\n    \"catalyst\": 10,\n    \"mispricing\": 0,\n    \"quality\": 5,\n    \"technical\": 5\n  },\n  \"reason\": \"Customer concentration exceeds 30% (Customer A = 48–67% of revenue), triggering the hard anti-signal gate. Additionally, the stock trades at an EV/EBITDA of 84x with no valuation gap, and material insider selling (~$20M) outweighs any bullish options flow, making this dossier unsuitable for publication.\"\n}",
  "tool_calls_total": 0,
  "walltime_ms": 37429,
  "stop_reason": "stop",
  "completed_at": "2026-06-09T04:32:59.799Z"
}