{
  "model": "qwen/qwen3.6-35b-a3b",
  "started_at": "2026-06-02T03:19:39.829Z",
  "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: 2026-06-02. 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 2026-06-02. 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 2026-06-02, 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 reported FY26 results on June 1 (157% YoY revenue growth to ~$1.3B) yet dropped >12% after hours, suggesting the stock had extremely high expectations baked in at near-52-week-high levels ($243). The DustPhotonics acquisition closed May 28 and a massive CEO PSU award was disclosed simultaneously — with hurdles requiring nearly 4x revenue growth to $5B by FY31. Fundamentals are strong (gross margins ~68%, operating income $289M YTD) but forward P/E of ~30x is elevated for a semi connectivity name, especially at/near all-time highs. No open-market insider buys in the lookback period; CTO sold via 10b5-1 plan. The post-earnings sell-off with IV still elevated (~125-130%) creates an income strategy window — but no material mispricing or asymmetric long exists given full valuation.\",\n  \"verdict\": \"range_bound_or_income\",\n  \"confidence_in_data\": 4,\n  \"structure_hints\": [\n    \"cc\",\n    \"csp\",\n    \"strangle\"\n  ],\n  \"business_snapshot\": \"Credo Technology Group Holding Ltd is a San Jose-based semiconductor and connectivity company providing high-speed interconnect solutions (SerDes, DSPs, Active Electrical Cables, PCIe retimers) optimized for AI data center, hyperscale Ethernet (100G-800G, 1.6T emerging), and PCIe applications. FY26 revenue reached ~$1.335B (+126% YoY from $437M in FY25), driven by surging AEC demand and optical DSP adoption as hyperscalers build out AI cluster back-end interconnect fabric. The company serves all major hyperscalers, ODMs, OEMs and optical module manufacturers; it has a partnership with Microsoft for HiWire Switch cables (dual-ToR architecture) and announced a Rebellions partnership in May 2026 to integrate ZeroFlap AECs into enterprise AI factory clusters. Gross margins of ~68% reflect the company's IP-heavy, fabless model. The DustPhotonics acquisition ($750M cash + ~0.92M shares + up to 3.21M earnout shares) closed May 28, adding Israeli optical interconnect technology to extend Credo's addressable market into coherent optics and expanded Chinese/Taiwan OEM-ODM channel.\",\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\": 1600000,\n      \"notable_13f_holders\": [\n        \"pending — v2\"\n      ],\n      \"politician_recent_buys\": [\n        \"pending — v2\"\n      ]\n    },\n    \"catalyst\": {\n      \"next_earnings_date\": \"2026-08-01\",\n      \"recent_eps_surprise_pattern\": \"CRDO has beaten EPS estimates in each of the last 4 consecutive quarters (Q3 FY26 +13.7%, Q2 FY26 +35.3%, Q1 FY26 +44.2%), with strong beats driven by AI datacenter demand. The most recent Q4 FY26 (ended May 2026) beat on both EPS (+12%) and revenue despite the stock's after-hours selloff.\",\n      \"guidance_raise_in_last_90d\": true,\n      \"named_catalysts\": [\n        {\n          \"type\": \"product\",\n          \"description\": \"DustPhotonics acquisition closed May 28, 2026 — adds coherent optical interconnect capability and up to $3.21M earnout shares in additional consideration\",\n          \"date_or_window\": \"Closed 2026-05-28; integration ongoing through FY27\",\n          \"source_urls\": [\n            \"https://www.sec.gov/Archives/edgar/data/1807794/000162828026024892/crdo-20260413.htm\"\n          ],\n          \"directional_bias\": \"bullish\"\n        },\n        {\n          \"type\": \"product\",\n          \"description\": \"Rebellions partnership announced May 20, 2026 — integrating Credo ZeroFlap AECs into RebelPOD AI clusters for enterprise AI factories; validates AEC product in inference infrastructure\",\n          \"date_or_window\": \"Announced 2026-05-20\",\n          \"source_urls\": [\n            \"https://finance.yahoo.com/markets/stocks/articles/credo-technology-crdo-enters-partnership-131430896.html\"\n          ],\n          \"directional_bias\": \"bullish\"\n        },\n        {\n          \"type\": \"guidance\",\n          \"description\": \"FY27 consensus: $1.87 EPS on $2.37B revenue (+76% YoY); FY28 consensus: $5.52 EPS on $3.32B revenue; FY26 was ~$4.14-4.16 fully diluted EPS — management guided above street at Q4 call\",\n          \"date_or_window\": \"June 2026 forward estimates; fiscal year ends April\",\n          \"source_urls\": [\n            \"https://finance.yahoo.com/markets/stocks/articles/credo-technology-group-holding-ltd-200500381.html\"\n          ],\n          \"directional_bias\": \"bullish\"\n        },\n        {\n          \"type\": \"regulatory\",\n          \"description\": \"U.S.-China trade tensions and outbound investment restrictions affecting China-domiciled customers — Credo disclosed this as a risk factor in 10-K, with exposure to CN/HK revenue\",\n          \"date_or_window\": \"Ongoing; material to FY26 financials\",\n          \"source_urls\": [\n            \"https://www.sec.gov/Archives/edgar/data/1807794/000162828025033813/crdo-20250503.htm\"\n          ],\n          \"directional_bias\": \"bearish\"\n        }\n      ]\n    },\n    \"mispricing\": {\n      \"forward_pe\": 29.73,\n      \"sector_median_forward_pe\": 22,\n      \"ev_to_ebitda\": 115.39,\n      \"sector_median_ev_to_ebitda\": 18,\n      \"fcf_yield_pct\": 0.41,\n      \"sotp_gap_pct\": null,\n      \"narrative\": \"CRDO trades at ~30x forward P/E vs a sector median of ~22-25x for semiconductor connectivity companies — premium is justified by hyper-growth (126% YoY) but leaves no margin of safety at near-52w-high levels. The stock has run from ~$87 low (March 2026) to $243 (+238% in <3 months), meaning any earnings miss or cautious commentary creates immediate downside. EV/EBITDA of 115x is extremely elevated, typical for high-growth pre-profitability names but compressing as profitability scales.\"\n    },\n    \"quality\": {\n      \"roic_pct\": null,\n      \"gross_margin_trend_pp_yoy\": \"68% gross margin FY26 Q3 consistent with FY25; no material compression despite rapid scaling\",\n      \"net_debt_to_ebitda\": -5.8,\n      \"balance_sheet_grade\": \"A\"\n    },\n    \"technical\": {\n      \"above_50dma\": true,\n      \"above_200dma\": true,\n      \"rsi_14\": 72.4,\n      \"macd_recent_bullish_cross\": false,\n      \"12_1_momentum_vs_sector_pct\": 45\n    }\n  },\n  \"price_context\": {\n    \"last_close\": 226.1,\n    \"ytd_return_pct\": 238,\n    \"from_52w_high_pct\": 7\n  },\n  \"filings_reviewed\": [\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        \"FY26 earnings beat: EPS ~$1.16 vs $1.03 estimate; revenue record on AI interconnect demand\",\n        \"CEO William Brennan granted Special PSUs (6 tranches, 239,500 shares each) with dual Revenue Goal + Stock Price Goal hurdles over 5 years ending June 2031. Tranche 1 requires trailing-4Q revenue >=$2.5B AND stock price >$244.70. Full achievement requires reaching $7.5B revenue and ~$489 stock.\",\n        \"The company completed its acquisition of DustPhotonics on May 28, 2026\"\n      ]\n    },\n    {\n      \"form\": \"8-K\",\n      \"filed\": \"2026-04-13\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1807794/000162828026024892/crdo-20260413.htm\",\n      \"key_takeaways\": [\n        \"Announced acquisition of DustPhotonics Ltd., Israeli optical interconnect company, for $750M cash + ~0.92M CRDO shares upfront plus up to 3.21M earnout shares tied to financial milestones\",\n        \"DustPhotonics acquisition expands Credo's portfolio into coherent optics and strengthens Israeli/European customer channel\"\n      ]\n    },\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        \"FY25 (53-week) revenue: $436.8M (+126% YoY from $193M); IP license revenue declined as product sales dominated\",\n        \"Gross margin 68%; operating income $93M; net income $60M — transition to sustained profitability\",\n        \"Customer concentration risk: Customer A represented majority of accounts receivable and significant portion of revenue\",\n        \"Dependence on limited customers with no long-term purchase commitments identified as key business risk\",\n        \"507 engineers out of 622 total employees — engineering-heavy workforce supporting high R&D intensity\"\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 FY26 (ended Jan 2026): Revenue $407M (+201% YoY); net income $157M; operating margin ~37% — demonstrates scaling profitability\",\n        \"Cash and equivalents: $1.22B as of January 2026 vs $236M at start of fiscal year — massive cash accumulation from operations + ATM equity offering ($736M raised in H1 FY26)\",\n        \"Balance sheet strengthened materially: total assets $2.04B, shareholders' equity $1.85B; net debt position deeply negative (net cash)\",\n        \"Goodwill/intangible asset of ~$88.6M recognized related to Hyperlume Inc. acquisition\"\n      ]\n    }\n  ],\n  \"options_context\": {\n    \"expiries_examined\": [\n      \"2026-06-05\",\n      \"2026-06-12\",\n      \"2026-06-18\",\n      \"2026-06-26\",\n      \"2026-07-10\"\n    ],\n    \"iv_summary\": \"ATM IV at 24 DTE (June 26) is ~129%. OTM call skew shows IV rising from ~126% (ITM/ATM region) to ~131-132% for deep OTM strikes, indicating significant premium available for sellers. Post-earnings IV crush likely within days.\",\n    \"notable_skew_or_flow\": \"Moderate bullish flow bias: net directional dollar bias +$220K call-side vs put-side across near-term expiries (July 10). No extreme whale blocks detected in crude UOA feed. Top OI calls at $230 strike with only 27 contracts — not a large concentrated hedge position. Put OI concentrated at lower strikes ($190, $180) suggesting some downside protection buying by holders.\"\n  },\n  \"competitive_landscape\": \"CRDO competes against Marvell Technology (MRVL), Broadcom (AVGO), Semtech (SMTC), MaxLinear (MXL), and Astera Labs in high-speed connectivity/SerDes. Credo's differentiation is n-1 process node advantage (cost-effective mature fab nodes delivering leading-edge performance) and its vertically integrated AEC+optical DSP+retimer product stack specifically designed for hyperscale AI cluster architectures. Key moat: proprietary SerDes IP licensed to 50+ customers, HiWire AEC category creator with Microsoft partnership.\",\n  \"key_risks\": [\n    \"Customer concentration — Customer A is the dominant revenue driver; any loss or reduction would be material\",\n    \"Trade policy/China exposure — significant HK and CN revenue; U.S.-China decoupling could affect business\",\n    \"Valuation risk at ATH: stock up 238% in <3 months from March lows with no meaningful pullback\",\n    \"Integration risk on DustPhotonics acquisition (Israeli company, earnout structure suggests milestones may be difficult)\",\n    \"Aggressive CEO PSU hurdles ($2.5B-$7.5B revenue over 5 years) could encourage short-termism or missed projections if markets turn\",\n    \"No long-term purchase commitments from customers; demand visibility limited to near-term backlog\"\n  ],\n  \"what_the_market_might_be_missing\": \"The DustPhotonics acquisition specifics may be underappreciated: the earnout structure (up to 3.21M additional shares = ~$730M at current prices) tied to financial milestones represents significant potential dilution and contingent liability not fully reflected in current share count. Additionally, CRDO's positioning as the primary AEC supplier for hyperscaler AI back-end networks (Microsoft partnership validated) means its growth is directly tethered to GPU cluster buildout — if hyperscalers slow AI infrastructure capex, CRDO would be disproportionately impacted vs broader semis.\",\n  \"anti_signals_present\": [\n    \"dilution\",\n    \"concentration\"\n  ],\n  \"sources\": [\n    {\n      \"label\": \"FY26 Q4 earnings 8-K\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1807794/000162828026039474/crdo-20260528.htm\"\n    },\n    {\n      \"label\": \"DustPhotonics acquisition 8-K\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1807794/000162828026024892/crdo-20260413.htm\"\n    },\n    {\n      \"label\": \"FY25 annual report (10-K)\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1807794/000162828025033813/crdo-20250503.htm\"\n    },\n    {\n      \"label\": \"Q3 FY26 10-Q\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1807794/000162828026014017/crdo-20260131.htm\"\n    },\n    {\n      \"label\": \"Insider Form 4 — CFO Fleming\",\n      \"url\": \"https://www.sec.gov/Archives/edgar/data/1807794/000162828026038278/xslF345X06/wk-form4_1779835281.xml\"\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": "2026-06-02T03:20:19.054Z",
      "raw_content": "<think>The dossier is for CRDO (Credo Technology Group Holding Ltd).\nLet's score it according to the rubric.\n\nA. SMART-MONEY CLUSTER (max 25)\n- Insider open market purchases 90d: 0.\n- Material insider selling: $1.6M.\n- 13F holders: pending.\n- Score: 0. Penalty for selling? The rubric says \"-10 pts if material insider SELLING > BUYING in dollars\". Here selling is $1.6M, buying is $0. So penalty applies. Score: -10? But it's capped at 0 typically, or I'll just put 0. Let's say 0.\n\nB. OPTIONS FLOW / UOA (max 10)\n- IV is elevated (~129% ATM).\n- Net directional dollar bias +$220K call-side. Not >30% sustained.\n- No extreme whale blocks.\n- Score: 1 (maybe 2 for elevated IV but no specific flow edge). Let's give 1.\n\nC. CATALYST (max 25)\n- Next earnings: 2026-08-01.\n- Last 4 quarters EPS surprise > 0%: Yes. (10 pts)\n- Guidance raise in last 90d: Yes. (5 pts)\n- Product launch/acquisition: DustPhotonics closed May 28. (8 pts)\n- Total: 23 pts. Cap at 25. Let's say 23.\n\nD. MISPRICING (max 15)\n- Forward P/E: 29.73 vs sector median 22. Not below.\n- EV/EBITDA: 115.39 vs sector median 18. Not below.\n- FCF yield: 0.41%. Not >7%.\n- SOTP: null.\n- Score: 0.\n\nE. QUALITY (max 15)\n- ROIC: null.\n- Gross margin expanding: 68% consistent. Not expanding ≥3pp. (0)\n- Net debt/EBITDA: -5.8 (net cash). (5 pts)\n- Score: 5.\n\nF. MOMENTUM/TECHNICAL (max 10)\n- Above 50DMA & 200DMA: Yes. (3 pts)\n- 12-1 month return positive & beating sector: 45% vs sector. (4 pts)\n- RSI 14 in 40-65: 72.4. (0)\n- MACD bullish cross: false. (0)\n- Score: 7.\n\nTotal Score: 0 + 1 + 23 + 0 + 5 + 7 = 36.\nWait, let's double check the scoring rules.\nA: 0 (selling penalty might be applied, but usually score doesn't go below 0 in these rubrics, I'll put 0).\nB: 1\nC: 23\nD: 0\nE: 5\nF: 7\nSum: 36.\n\nRisk Class: Market cap isn't explicitly given, but price is $226, revenue $1.3B, so likely >$5B. Let's assume \"core\" or check if it's small-cap. The dossier says \"market_cap > $5B\" for core. I'll assume core. Even if asymmetric, score <45 means skip.\n\nAnti-Signals:\n- \"dilution\" (DustPhotonics earnout up to 3.21M shares)\n- \"concentration\" (Customer A represents majority)\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.\"\nDilution: The earnout is contingent on financial milestones, typical for M&A, but the prompt says to skip if anti-signals are present unless justified. I can note it but the score is already low.\nConcentration: Common in semi, but still a gate.\nGiven the low score (36) and anti-signals, skip is definitely the right call.\n\nLet's calculate carefully.\nA: 0\nB: 1\nC: 23 (10 for EPS beats + 5 for guidance raise + 8 for catalyst) -> capped at 25, so 23 is fine.\nD: 0\nE: 5\nF: 7\nTotal: 36.\n\nReason for skip: Low score (36) driven by zero smart-money accumulation, extreme valuation (30x fwd P/E, 115x EV/EBITDA), and active anti-signals (customer concentration and dilution risk). The post-earnings IV is elevated, creating an income opportunity, but the dossier lacks the asymmetric upside or structural edge required for publication.\n\nWait, the prompt says: \"If scoring_inputs has anti_signals_present non-empty, treat each entry as a gate; skip unless you can articulate WHY it doesn't apply to this case.\"\nI will skip and mention the anti-signals.\n\nLet's format the output exactly as requested for a skip.\n{\n  \"skip\": true,\n  \"score\": 36,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 1,\n    \"catalyst\": 23,\n    \"mispricing\": 0,\n    \"quality\": 5,\n    \"technical\": 7\n  },\n  \"reason\": \"Score of 36 falls below the 45-point threshold due to zero insider accumulation, extreme valuation multiples (30x Fwd P/E, 115x EV/EBITDA), and active anti-signals (customer concentration and dilution risk). While IV is elevated post-earnings, the dossier lacks the specific asymmetric edge or mispricing required to justify a trade.\"\n}\n\nCheck thresholds: <45 Skip. Correct.\nCheck structure: matches skip schema.\nCheck dates: none used.\nCheck anti-signals: acknowledged in reason.\nAll good.\nI will produce the JSON. \nOne minor thing: The prompt says \"Penalty: −10 pts if material insider SELLING > BUYING in dollars\". I'll put -10 for smart_money if allowed, but usually scores are capped at 0. I'll stick with 0 for that category to be safe, or just -10. The rubric says max 25. I'll just put 0. It doesn't change the outcome.\nActually, I'll put 0 for smart_money.\nScore breakdown sums to 36.\nReady. \nOutput matches exactly. \nProceeds. \nSelf-Correction/Verification during thought:\nWait, let's verify the score breakdown sum: 0+1+23+0+5+7 = 36. Correct.\nThe prompt says \"Penalty: −10 pts if material insider SELLING > BUYING in dollars\". I will apply it to smart_money: -10. But composite score can't be negative usually. I'll just put 0 for that field, composite 36.\nI will output exactly the JSON.\nAll constraints met.\nProceed. \nOutput Generation. \n```json\n{\n  \"skip\": true,\n  \"score\": 36,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 1,\n    \"catalyst\": 23,\n    \"mispricing\": 0,\n    \"quality\": 5,\n    \"technical\": 7\n  },\n  \"reason\": \"Score of 36 falls well below the 45-point threshold due to zero insider accumulation, extreme valuation multiples (30x Fwd P/E, 115x EV/EBITDA), and active anti-signals (customer concentration and dilution risk). While IV is elevated post-earnings, the dossier lacks the specific asymmetric edge or structural mispricing required to justify a publication-grade trade.\"\n}\n```\nWait, the prompt says \"Penalty: −10 pts if material insider SELLING > BUYING in dollars\". I'll just leave smart_money at 0. It's fine.\nCheck schema for skip: matches exactly.\nReady. \nOutput matches. \nProceeds. \n(Self-Correction/Refinement during thought)\nLet's double check the exact prompt for skip output:\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}\nMatches perfectly.\nI will generate it now. \nAll good. \nOutput matches request. \nProceeds. \n[Done] \nOutput Generation. \n(Note: I'll make sure the JSON is valid and contains no markdown fences as requested \"OUTPUT ONLY VALID JSON. No surrounding prose, no markdown fences.\")\nWait, the prompt says \"OUTPUT ONLY VALID JSON. No surrounding prose, no markdown fences.\"\nI will output raw JSON.\nDone. \nProceeds. \n[Output Generation] -> *Self-Correction/Verification during generation prep*: \nI should ensure the score breakdown sums to the composite or is just individual category scores. The prompt says \"sum to max 100\" in the rubric description, but the output schema just asks for the breakdown. I'll keep the numbers as calculated.\nComposite: 36.\nBreakdown: smart_money: 0, options_flow: 1, catalyst: 23, mispricing: 0, quality: 5, technical: 7.\nReason: 1-2 sentences.\nAll correct.\nProceeds. \nOutput matches exactly. \n[Final Check of the Prompt]: \"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 this in the reason.\nReason: \"Score of 36 falls below the 45-point threshold due to zero insider accumulation, extreme valuation (30x Fwd P/E, 115x EV/EBITDA), and active anti-signals (customer concentration and dilution risk) that trigger skip gates. While post-earnings IV is elevated, the dossier lacks the specific asymmetric edge or structural mispricing required for publication.\"\nMatches perfectly.\nDone. \nOutput Generation. \n[Proceeds]\n</think>\n\n{\n  \"skip\": true,\n  \"score\": 36,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 1,\n    \"catalyst\": 23,\n    \"mispricing\": 0,\n    \"quality\": 5,\n    \"technical\": 7\n  },\n  \"reason\": \"Score of 36 falls below the 45-point threshold due to zero insider accumulation, extreme valuation multiples (30x Fwd P/E, 115x EV/EBITDA), and active anti-signals (customer concentration and dilution risk) that trigger mandatory skip gates. While post-earnings IV is elevated, the dossier lacks the specific asymmetric edge or structural mispricing required for publication.\"\n}",
      "cleaned_content": "{\n  \"skip\": true,\n  \"score\": 36,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 1,\n    \"catalyst\": 23,\n    \"mispricing\": 0,\n    \"quality\": 5,\n    \"technical\": 7\n  },\n  \"reason\": \"Score of 36 falls below the 45-point threshold due to zero insider accumulation, extreme valuation multiples (30x Fwd P/E, 115x EV/EBITDA), and active anti-signals (customer concentration and dilution risk) that trigger mandatory skip gates. While post-earnings IV is elevated, the dossier lacks the specific asymmetric edge or structural mispricing required for publication.\"\n}",
      "tool_calls": null,
      "finish_reason": "stop"
    }
  ],
  "tool_results": [],
  "final_message": "{\n  \"skip\": true,\n  \"score\": 36,\n  \"score_breakdown\": {\n    \"smart_money\": 0,\n    \"options_flow\": 1,\n    \"catalyst\": 23,\n    \"mispricing\": 0,\n    \"quality\": 5,\n    \"technical\": 7\n  },\n  \"reason\": \"Score of 36 falls below the 45-point threshold due to zero insider accumulation, extreme valuation multiples (30x Fwd P/E, 115x EV/EBITDA), and active anti-signals (customer concentration and dilution risk) that trigger mandatory skip gates. While post-earnings IV is elevated, the dossier lacks the specific asymmetric edge or structural mispricing required for publication.\"\n}",
  "tool_calls_total": 0,
  "walltime_ms": 39225,
  "stop_reason": "stop",
  "completed_at": "2026-06-02T03:20:19.054Z"
}