{ "model": "qwen/qwen3.6-35b-a3b", "started_at": "2026-05-13T23:02:04.985Z", "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 an idea\n(if score ≥ 60) or skip.\n\nOPTION B (skip) IS THE EXPECTED DEFAULT. The pipeline publishes rarely and\nonly when something clears a high bar. Most dossiers should return\n{ \"skip\": true, \"reason\": \"...\", \"score\": }. Mediocre publishes burn\nDevil's Advocate budget and create credibility risk on the public site.\n\nLOOK AT THE FULL STRUCTURE MENU. Even when Scout says 'no asymmetric long\nopportunity exists' (verdict=range_bound_or_income), there may be a clear\nINCOME structure (covered call against the high; strangle inside an IV-\nelevated band; CSP at a downside-defended strike). Don't reflex-skip just\nbecause long_stock isn't attractive. Read the dossier looking for what\nSHAPE OF TRADE fits, not just whether long is fits.\n\nSCORING RUBRIC (sum to max 100)\n\nA. SMART-MONEY CLUSTER (max 25) — from scoring_inputs.smart_money\n • 10 pts if 3+ distinct insiders with open-market purchases (code P) in\n last 90 days totaling ≥ $500K\n • +3 pts if CEO is among the buyers\n • +3 pts if CFO is among the buyers\n • +2 pts if total purchases > $5M\n • 5 pts for a known concentrated 13F initiation/add (Berkshire, Pershing\n Square, Appaloosa, Greenlight, Scion, Polen, Pabrai, Tepper, etc.)\n • +3 pts if it's in the manager's top-3 positions\n • 2 pts for politician STOCK Act recent buy\n • +1 pt if multiple unrelated members bought within 30 days\n • Penalty: −10 pts if material insider SELLING > BUYING in dollars\n\nB. OPTIONS FLOW / UOA (max 10) — from scoring_inputs.options_flow\n • 4 pts: whale_call_blocks_otm ≥ 2 with flow_directional_bias = bullish\n and flow_strength ∈ {moderate, strong}\n • 3 pts: bullish IV skew (call IV > put IV) consistent with thesis\n • 2 pts: net_dollar_bias_pct > 30 (sustained call-side flow)\n • 1 pt: large OI building at a defended price level\n • Penalty: −5 pts if whale_put_blocks_otm ≥ 2 and bias is bearish\n without a hedging explanation\n\nC. CATALYST (max 25) — from scoring_inputs.catalyst\n • 10 pts: earnings within 90 days AND last 4 quarters' EPS surprise > 0%\n • 8 pts: pending product launch / FDA / contract milestone in horizon\n • 5 pts: recent guidance raise (last 90 days)\n • 5 pts: quantifiable sector tailwind (named hyperscaler capex flowing\n to this name in $)\n Cap at 25 even if components add to more.\n\nD. MISPRICING (max 15) — from scoring_inputs.mispricing\n • 5 pts: forward P/E ≥ 20% below sector median (with non-deteriorating\n earnings)\n • 4 pts: EV/EBITDA ≥ 30% below sector median\n • 4 pts: FCF yield ≥ 7% with stable FCF\n • 5 pts: SOTP gap ≥ 25% (replaces one of the above)\n Cap at 15.\n\nE. QUALITY (max 15) — from scoring_inputs.quality\n • 5 pts: ROIC ≥ 15% (or trending there)\n • 5 pts: gross margin expanding ≥ 3pp YoY\n • 5 pts: net debt / EBITDA ≤ 2x (or net cash)\n\nF. MOMENTUM/TECHNICAL (max 10) — from scoring_inputs.technical\n • 3 pts: above both 50DMA and 200DMA\n • 4 pts: 12-1 month price return positive AND beating sector\n • 2 pts: RSI 14 in 40-65 zone\n • 1 pt: MACD bullish cross in last 30 days\n\nRISK CLASS — choose one based on the dossier's market_cap field:\n \"core\" — market_cap > $5B. Standard methodology sizing.\n \"asymmetric\" — market_cap ≤ $5B (small-cap moonshot). 90%+ of these\n bets lose money or go to zero; the few that work pay\n for the rest. Position sizing is far more conservative\n to fit the variance.\n\nTHRESHOLDS — depend on risk_class\n\n CORE risk_class:\n ≥ 80 Publish, confidence 5, position size cap 4-5%\n 70-79 Publish, confidence 4, position size cap 2.5-3.0%\n 60-69 Publish, confidence 3, position size cap 1.5-2.0%\n 50-59 Skip unless catalyst <30d + insider cluster\n < 50 Skip\n\n ASYMMETRIC risk_class — strict sizing:\n ≥ 80 Publish, confidence 5, position size cap 1.5%\n 70-79 Publish, confidence 4, position size cap 1.0%\n 60-69 Publish, confidence 3, position size cap 0.5%\n < 60 Skip (no exception; small caps need a clear catalyst)\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\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 \"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\": , \"entry_zone_high\": , \"shares_per_unit\": 100 },\n \"csp\": { \"strike\": , \"expiry\": \"YYYY-MM-DD\", \"premium_target\": , \"annualized_yield_pct\": , \"if_assigned_basis\": },\n \"cc\": { \"underlying_basis\": , \"strike\": , \"expiry\": \"YYYY-MM-DD\", \"premium_target\": , \"if_called_return_pct\": },\n \"strangle\": { \"call_strike\": , \"put_strike\": , \"expiry\": \"YYYY-MM-DD\", \"call_premium_target\": , \"put_premium_target\": , \"total_premium_target\": , \"breakeven_high\": , \"breakeven_low\": , \"annualized_yield_pct\": , \"max_loss_note\": \"...\" },\n \"naked_put\": { \"strike\": , \"expiry\": \"YYYY-MM-DD\", \"premium_target\": , \"annualized_yield_pct\": , \"max_loss_per_contract\": , \"margin_estimate_per_contract\": , \"warning\": \"...\" },\n \"naked_call\": { \"strike\": , \"expiry\": \"YYYY-MM-DD\", \"premium_target\": , \"annualized_yield_pct\": , \"max_loss\": \"UNLIMITED\", \"warning\": \"...\" }\n },\n \"entry\": {\n \"price_at_idea\": ,\n \"conditions\": \"How/when to enter — e.g., 'Open starter on pullback to MA50.'\"\n },\n \"exit\": {\n \"target_price\": ,\n \"time_horizon_months\": ,\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\": <0.5 to 5.0, conviction-weighted>\n },\n \"sources\": [\n { \"label\": \"...\", \"url\": \"...\" }\n ],\n \"confidence\": <1-5, conservative>,\n \"analyst\": \"research-desk\",\n \"scout_model\": \"minimax/minimax-m2.7\",\n \"analyst_model\": \"qwen/qwen3.6-35b-a3b\",\n \"devils_advocate_verdict\": null\n }\n}\n\nONLY ONE STRUCTURE TYPE. Pick long_stock, csp, OR cc and only fill that\nsub-object. Leave the others null/omitted.\n\nALL NUMBERS must be drawn from the dossier or computable from it. Do not\ninvent prices, strikes, premiums.\n\nOUTPUT ONLY VALID JSON. No surrounding prose, no markdown fences.", "user_prompt": "Here is the dossier from Scout. Decide: skip or draft.\n\n\nLESSONS LEARNED: none yet.\n\nDOSSIER:\n{\n \"symbol\": \"PRDO\",\n \"company\": \"Perdoceo Education Corporation\",\n \"investigation_summary\": \"PRDO triggered on insider cluster (3 Form 4 filings in 14 days), but all were Rule 10b5-1 scheduled SELL transactions by C-suite executives — CEO, CFO, PAO, GC, and a director. Zero open-market P-code purchases confirmed across the full lookback. The company is fundamentally strong with 30%+ operating margins, ~$193M in annual FCF, clean balance sheet ($680M cash vs $117M debt), and consistent earnings beats (Q1 2026: +7.14% EPS surprise). Forward P/E of 10.5x looks reasonable vs a sector that has re-rated, but the stock is near its 52-week high with limited apparent near-term re-rating catalyst beyond continued execution. The investigation trigger was technically met by insider cluster volume but the directionality is uniformly bearish (selling), not bullish.\",\n \"verdict\": \"range_bound_or_income\",\n \"confidence_in_data\": 5,\n \"structure_hints\": [\n \"cc\",\n \"strangle\"\n ],\n \"business_snapshot\": \"Perdoceo Education Corporation operates three accredited postsecondary institutions — Colorado Technical University (CTU, ~60% of revenue), American InterContinental University System (AIUS, ~26%), and University of St. Augustine for Health Sciences (USAHS, ~20%) — serving approximately 44,400 students as of December 31, 2025 (+7.3% YoY). The business is asset-light and highly cash-generative: ~91% of enrollments are fully online programs, reducing real estate exposure to mostly administrative leases expiring through 2050. CTU and AIUS leverage the proprietary intellipath learning platform; USAHS focuses on graduate health sciences (PT, OT, speech) with a clinical component requiring campus access. Revenue grew 4.1% YoY in FY2025; operating income margins of ~28% are best-in-class for education services. Q1 2026 revenue was $221.7M (+4.1% YoY); EPS $0.90 vs $0.84 estimate (+7.14%). The company declared its 64th consecutive quarterly dividend and has aggressively returned capital ($8.1M treasury purchases in Q1 alone, plus $10.3M in dividends).\",\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\": 5050000,\n \"notable_13f_holders\": [\n \"pending — v2\"\n ],\n \"politician_recent_buys\": [\n \"pending — v2\"\n ]\n },\n \"catalyst\": {\n \"next_earnings_date\": \"2026-08-06\",\n \"recent_eps_surprise_pattern\": \"4 consecutive positive beats: +3.1% (Q2 2025), +6.6% (Q3 2025), +9.3% (Q4 2025), +7.1% (Q1 2026). Pattern is improving.\",\n \"guidance_raise_in_last_90d\": true,\n \"named_catalysts\": [\n {\n \"type\": \"earnings\",\n \"description\": \"FY2025 results reported Feb 2026 with FY2026 EPS guidance of $3.11-$3.34 (+19% growth); Q1 2026 beat on May 7, 2026\",\n \"date_or_window\": \"Q2 2026 reporting expected Aug 6, 2026\",\n \"source_urls\": [\n \"https://finance.yahoo.com/markets/stocks/articles/perdoceo-education-corporation-announces-first-200100981.html\"\n ],\n \"directional_bias\": \"bullish\"\n },\n {\n \"type\": \"guidance\",\n \"description\": \"FY2026 EPS guidance raised to $3.11-$3.34 vs prior year ~$2.62, implying 19%+ growth; board approved expanded share repurchase program\",\n \"date_or_window\": \"Feb 2026 and ongoing\",\n \"source_urls\": [\n \"https://finance.yahoo.com/news/perdoceo-education-prdo-5-7-060910497.html\"\n ],\n \"directional_bias\": \"bullish\"\n },\n {\n \"type\": \"sector\",\n \"description\": \"Education services sector showing enrollment recovery post-COVID; employer-sponsored cohort growing (38.3% of CTU enrollments via employer tuition programs) providing revenue stability\",\n \"date_or_window\": \"Ongoing structural trend\",\n \"source_urls\": [\n \"https://www.sec.gov/Archives/edgar/data/1046568/000119312526059331/prdo-20251231.htm\"\n ],\n \"directional_bias\": \"bullish\"\n }\n ]\n },\n \"mispricing\": {\n \"forward_pe\": 10.46,\n \"sector_median_forward_pe\": null,\n \"ev_to_ebitda\": 6.65,\n \"sector_median_ev_to_ebitda\": null,\n \"fcf_yield_pct\": 8.82,\n \"sotp_gap_pct\": null,\n \"narrative\": \"Forward P/E of 10.5x is modest for a profitable, growing education company with no debt concern and ~$680M in cash generating 8.8% FCF yield on market cap. However, the stock trades near its 52-week high ($38.50) at only -9.3% below that peak — not a compelling entry point for directional upside. The cheap valuation relative to peers is real but lacks a trigger. At $34.92 vs analyst target of $44 (26% upside), there IS apparent mispricing on a 12-month view, but the near-term setup has limited asymmetry without a specific catalyst.\"\n },\n \"quality\": {\n \"roic_pct\": 17,\n \"gross_margin_trend_pp_yoy\": null,\n \"net_debt_to_ebitda\": -2.3,\n \"balance_sheet_grade\": \"A\"\n },\n \"technical\": {\n \"above_50dma\": false,\n \"above_200dma\": true,\n \"rsi_14\": 50.3,\n \"macd_recent_bullish_cross\": true,\n \"12_1_momentum_vs_sector_pct\": null\n }\n },\n \"price_context\": {\n \"last_close\": 34.92,\n \"ytd_return_pct\": 6.14,\n \"from_52w_high_pct\": -9.3\n },\n \"filings_reviewed\": [\n {\n \"form\": \"10-K\",\n \"filed\": \"2026-02-19\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/1046568/000119312526059331/prdo-20251231.htm\",\n \"key_takeaways\": [\n \"FY2025 revenue $855M (+4.1% YoY); net income ~$170M; operating cash flow ~$230M\",\n \"CTU enrollments 27,700 (+6.9%); AIUS 11,500 (-0.5%); USAHS 5,200 (+10.6%) — health sciences segment driving growth\",\n \"Gross margin stable at ~80%; bad debt expense declined to $35.3M from $49.1M in FY2024 (improving collections)\",\n \"~$680M cash and short-term investments; only $117M total debt; no near-term debt maturities of concern\",\n \"Employer-sponsored students now 38.3% of CTU enrollments — more predictable, lower churn cohort\",\n \"USAHS acquired Dec 2024 for ~$176M — early integration going well with enrollment growing +10.6% post-acquisition\",\n \"Valuation allowance on deferred tax assets: $65.7M (down from $77.5M) reflecting improving profitability outlook\"\n ]\n },\n {\n \"form\": \"10-Q\",\n \"filed\": \"2026-05-07\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/1046568/000119312526211837/prdo-20260331.htm\",\n \"key_takeaways\": [\n \"Q1 2026: Revenue $221.7M (+4.1% YoY); EPS $0.90 vs $0.84 estimate (+7.14%) — fourth consecutive beat\",\n \"Operating income $63.1M (28.5% margin) vs $51.7M Q1 2025; strong cost control despite enrollment growth\",\n \"Student receivables allowance: $41.7M on $86.3M gross — improving credit quality trend\",\n \"Cash and investments now $680M at end of Q1 2026, up from $643M year-end — growing war chest\",\n \"Dividend raised to $0.15/share quarterly (from $0.13); total Q1 dividends paid: $10.3M\"\n ]\n }\n ],\n \"options_context\": {\n \"expiries_examined\": [\n \"2026-05-15\",\n \"2026-06-18\",\n \"2026-07-17\"\n ],\n \"iv_summary\": \"ATM IV in the 40-45% range at near-term expiries — modest premium but not elevated enough for a high-premium CSP thesis on its own. The stock's mid-$30s price and moderate volatility make standard income structures workable.\",\n \"notable_skew_or_flow\": \"Put/call ratio of 0.38 with net $660K directional call bias; top OI strikes are ATM puts at $35 (51 contracts) vs calls also at $35 (15 contracts). No whale blocks or unusual activity detected in available feed. The flow is directionally bullish per methodology inputs, but volume is low.\"\n },\n \"competitive_landscape\": \"Perdoceo competes with Grand Canyon Education (LOPE: ~17x forward P/E), Lincoln Educational Services (LINC), and University of Phoenix parent (now private). PRDO's 10.5x forward P/E vs LOPE at ~17x suggests a meaningful valuation discount — the 'mispricing' argument rests here, though the market may be pricing in regulatory risk or lower-growth reversion for online education. USAHS operates in specialized health sciences graduate education where programmatic accreditation creates high barriers to entry.\",\n \"key_risks\": [\n \"Regulatory Risk: For-profit and online higher education remains under scrutiny from DOE/Congress; loss of Title IV federal student aid eligibility would be existential\",\n \"Insider Selling Overhang: CEO, CFO, PAO, GC all selling via 10b5-1 plans at/near 52-week highs — creates persistent supply pressure as scheduled sales execute\",\n \"Enrollment Growth Saturation: CTU/AIUS segments showing flat-to-low growth; USAHS growth depends on maintaining programmatic accreditation for PT/OT programs\",\n \"Student Receivables Credit Risk: $86M gross receivables with $42M allowance (~49%); collections depend on students completing degrees and getting employable\",\n \"Post-USAHS Acquisition Integration: ~$176M acquisition in Dec 2024 is recent; goodwill of $265M needs to be monitored\"\n ],\n \"what_the_market_might_be_missing\": \"The most substantive potential edge here is the valuation gap vs. LOPE (17x forward P/E) and a possible re-rating as USAHS integration proves out — management has been consistently conservative in guidance while delivering above-consensus results for 8+ consecutive quarters, suggesting genuine upside optionality on execution. However, there is NO confirmed open-market insider purchase signal in the last 90 days despite heavy Form 4 activity; all sales are Rule 10b5-1 planned which removes the urgency signal that typically flags asymmetric setups. The actual edge is simply that the stock trades at a meaningful discount to pure-play peers while generating best-in-class margins and free cash flow.\",\n \"anti_signals\": [\n \"insider_selling_cluster\",\n \"concentration\"\n ],\n \"sources\": [\n {\n \"label\": \"Perdoceo 10-K FY2025\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/1046568/000119312526059331/prdo-20251231.htm\"\n },\n {\n \"label\": \"Perdoceo Q1 2026 10-Q\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/1046568/000119312526211837/prdo-20260331.htm\"\n },\n {\n \"label\": \"Form 4 - CEO Todd Nelson (March 2026)\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/1046568/000119312526124461/xslF345X06/ownership.xml\"\n },\n {\n \"label\": \"Form 4 - CFO Ashish Ghia (March 2026)\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/1046568/000119312526118001/xslF345X06/ownership.xml\"\n },\n {\n \"label\": \"Q1 2026 Earnings Release\",\n \"url\": \"https://finance.yahoo.com/markets/stocks/articles/perdoceo-education-corporation-announces-first-200100981.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 ... reasoning blocks — they eat the output token\nbudget and produce truncated, unparseable decisions.", "completions": [ { "ts": "2026-05-13T23:02:47.404Z", "raw_content": "The user wants me to score the dossier for PRDO (Perdoceo Education Corporation) and decide whether to skip or draft a trade idea.\nLet's go through the scoring rubric:\n\nA. SMART-MONEY CLUSTER (max 25)\n- 0 pts: 0 distinct insiders with open-market purchases (code P) in last 90 days.\n- 0 pts: CEO not among buyers (actually selling).\n- 0 pts: CFO not among buyers (selling).\n- 0 pts: total purchases $0.\n- 0 pts: no known concentrated 13F initiation.\n- 0 pts: no politician buy.\n- Penalty: -10 pts if material insider SELLING > BUYING in dollars. Selling is $5.05M, buying is $0. So -10 pts. (Can go to -10, but score is capped at 0 for this section usually, or we just report -10? The rubric says \"Penalty: -10 pts\". I'll put 0 or -10. I'll stick to 0 for smart_money since it's negative, but I'll report 0 as the score for that category, or -10. I'll report 0 to be safe, or just -10. Actually, the prompt says \"sum to max 100\". I'll give it 0.)\nWait, the rubric says \"Penalty: −10 pts if material insider SELLING > BUYING in dollars\". I'll give it 0.\n\nB. OPTIONS FLOW / UOA (max 10)\n- 0 pts: no whale_call_blocks_otm.\n- 0 pts: IV is 40-45%, put/call ratio 0.38, but not explicitly bullish IV skew.\n- 0 pts: net_dollar_bias_pct is not >30 (it says net $660K directional call bias, but doesn't give %).\n- 0 pts: no large OI building at defended level.\n- 0 pts: no penalty.\nScore: 0.\n\nC. CATALYST (max 25)\n- 10 pts: earnings within 90 days? Next earnings date: 2026-08-06. Current date in dossier context seems to be around May 2026 (Q1 2026 reported May 7). So Aug 6 is ~75 days away. It says \"last 4 quarters' EPS surprise > 0%\". Pattern is improving. So +10 pts.\n- 5 pts: recent guidance raise (last 90 days). +5 pts.\n- 0 pts: no quantifiable sector tailwind in $.\nTotal: 15 pts. Cap at 25.\n\nD. MISPRICING (max 15)\n- 5 pts: forward P/E 10.46 vs sector median null. But narrative says \"modest for a profitable, growing education company\". I'll give 0 or 2. Actually, it says \"Forward P/E of 10.5x is modest...\". I'll give 2 pts for reasonable valuation, but maybe 0 since sector median is null. I'll give 0.\n- 4 pts: EV/EBITDA 6.65. Again, sector median null.\n- 4 pts: FCF yield 8.82% with stable FCF. +4 pts.\n- 0 pts: SOTP gap null.\nTotal: 4 pts.\n\nE. QUALITY (max 15)\n- 5 pts: ROIC 17% (≥15%). +5 pts.\n- 0 pts: gross margin trend null.\n- 5 pts: net debt/EBITDA -2.3 (net cash). +5 pts.\nTotal: 10 pts.\n\nF. MOMENTUM/TECHNICAL (max 10)\n- 0 pts: above 50DMA false.\n- 0 pts: 12-1 month return null.\n- 2 pts: RSI 14 in 40-65 zone (50.3). +2 pts.\n- 1 pt: MACD bullish cross in last 30 days. +1 pt.\nTotal: 3 pts.\n\nComposite Score: 0 + 0 + 15 + 4 + 10 + 3 = 32.\nWait, let's re-evaluate Catalyst. Earnings within 90 days is true (Aug 6). Last 4 quarters EPS surprise > 0% is true. So 10 pts. Guidance raise: 5 pts. Total 15.\nMispricing: FCF yield 8.82% -> 4 pts.\nQuality: ROIC 17% -> 5 pts. Net debt/EBITDA -2.3 -> 5 pts. Total 10.\nTechnical: RSI 40-65 -> 2 pts. MACD cross -> 1 pt. Total 3.\nTotal: 32.\n\nRisk Class: Market cap? Not explicitly given, but price $34.92. If FCF is $193M, yield 8.82% implies market cap ~$2.2B. So market_cap ≤ $5B -> \"asymmetric\".\nThresholds for ASYMMETRIC: < 60 Skip.\nSo it's a skip.\n\nLet's check anti-signal gates:\n- \"insider_selling_cluster\" is in anti_signals.\n- \"concentration\" is in anti_signals.\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.\"\nThe dossier explicitly says: \"Insider Selling Overhang: CEO, CFO, PAO, GC all selling via 10b5-1 plans at/near 52-week highs — creates persistent supply pressure as scheduled sales execute\". This applies. So skip.\n\nAlso, the EDGE CHECK: \"What does this idea say that the market doesn't already know?\" The market knows it's cheap, but the edge is weak. No insider buying, just selling. Valuation discount is real but lacks trigger. Skip is appropriate.\n\nI will draft the skip JSON.\nScore breakdown:\nsmart_money: 0\noptions_flow: 0\ncatalyst: 15\nmispricing: 4\nquality: 10\ntechnical: 3\nTotal: 32.\n\nReason: Heavy scheduled insider selling ($5M+) and lack of open-market buyer signals neutralize the valuation discount and earnings run-rate, leaving no asymmetric edge or income structure justification given the stock's proximity to its 52-week high and lack of elevated IV or clear catalyst timing.\n\nCheck structure:\n{\n \"skip\": true,\n \"score\": 32,\n \"score_breakdown\": {\n \"smart_money\": 0,\n \"options_flow\": 0,\n \"catalyst\": 15,\n \"mispricing\": 4,\n \"quality\": 10,\n \"technical\": 3\n },\n \"reason\": \"Heavy scheduled insider selling ($5M+) and lack of open-market buyer signals neutralize the valuation discount and earnings run-rate, leaving no asymmetric edge or income structure justification given the stock's proximity to its 52-week high and lack of elevated IV or clear catalyst timing.\"\n}\n\nWait, should I adjust smart_money to -10? The rubric says \"Penalty: −10 pts if material insider SELLING > BUYING in dollars\". I'll put -10 to be precise, or 0. I'll stick with 0 as scores are typically non-negative in these pipelines, but I'll write -10 if it fits. Actually, I'll just put 0. It doesn't change the skip decision.\n\nLet's verify catalyst score: 10 pts for earnings + surprise pattern. 5 pts for guidance raise. Total 15. Correct.\nMispricing: 4 pts for FCF yield >= 7%. Correct.\nQuality: 5 pts ROIC >= 15%. 5 pts net debt/EBITDA <= 2x. Total 10. Correct.\nTechnical: 2 pts RSI 40-65. 1 pt MACD cross. Total 3. Correct.\nTotal: 32.\n\nRisk class: asymmetric (market cap ~$2.2B < $5B).\nThreshold: < 60 Skip.\nAnti-signal: insider_selling_cluster applies.\nAll point to skip.\n\nI will generate the JSON exactly as requested.\nOne minor thing: The prompt says \"Penalty: −10 pts if material insider SELLING > BUYING in dollars\". I'll give smart_money: 0. It's fine.\nI'll double check the exact output format.\n{\n \"skip\": true,\n \"score\": ,\n \"score_breakdown\": { ... },\n \"reason\": \"...\"\n}\nAll good.\nProceed. \nLet's quickly recalculate to be sure.\nA: 0\nB: 0\nC: 15\nD: 4\nE: 10\nF: 3\nSum: 32.\nMatches.\nOutput matches schema.\nReady. \nOne detail: \"concentration\" anti-signal. The dossier doesn't explicitly quantify customer concentration > 30%, but it's flagged. I'll note it in reason if needed, but the insider selling is stronger. I'll stick to the drafted reason.\nAll constraints met. Output only JSON.\nProceed. \nOutput Generation. \n(Self-Correction/Refinement during thought)\nWait, the prompt says \"Penalty: −10 pts if material insider SELLING > BUYING in dollars\". I will explicitly put -10 for smart_money to show I applied the penalty, or just 0. I'll put 0 to avoid negative category scores, but it's fine either way. I'll stick to 0.\nActually, the prompt says \"sum to max 100\". I'll just put 0.\nI will ensure the JSON is valid.\nDone. \nOutput matches exactly. \nProceeds. \n[Output Generation] -> JSON. \n{\n \"skip\": true,\n \"score\": 32,\n \"score_breakdown\": {\n \"smart_money\": 0,\n \"options_flow\": 0,\n \"catalyst\": 15,\n \"mispricing\": 4,\n \"quality\": 10,\n \"technical\": 3\n },\n \"reason\": \"Heavy scheduled insider selling ($5M+) and lack of open-market buyer signals neutralize the valuation discount and earnings run-rate, leaving no asymmetric edge or income structure justification given the stock's proximity to its 52-week high and lack of elevated IV or clear catalyst timing.\"\n}\nLooks solid. Matches all criteria. No extra text. Valid JSON.\nDone. \nProceeds. \n[Final Check of the Prompt]\n\"IF YOU SKIP — output exactly: { ... }\"\n\"OUTPUT ONLY VALID JSON. No surrounding prose, no markdown fences.\"\nAll good. \nOutput matches. \nProceeds. \n[Output Generation] (simulated)\n{\n \"skip\": true,\n \"score\": 32,\n \"score_breakdown\": {\n \"smart_money\": 0,\n \"options_flow\": 0,\n \"catalyst\": 15,\n \"mispricing\": 4,\n \"quality\": 10,\n \"technical\": 3\n },\n \"reason\": \"Heavy scheduled insider selling ($5M+) and lack of open-market buyer signals neutralize the valuation discount and earnings run-rate, leaving no asymmetric edge or income structure justification given the stock's proximity to its 52-week high and lack of elevated IV or clear catalyst timing.\"\n}\nDone. \n(Self-Correction/Note during generation prep)\nI should make sure the score breakdown keys match exactly: \"smart_money\", \"options_flow\", \"catalyst\", \"mispricing\", \"quality\", \"technical\".\nYes.\nAll good.\nOutput matches.\nProceeds. \n[Final Output Generation] -> *Proceeds*\n\n\n{\n \"skip\": true,\n \"score\": 32,\n \"score_breakdown\": {\n \"smart_money\": 0,\n \"options_flow\": 0,\n \"catalyst\": 15,\n \"mispricing\": 4,\n \"quality\": 10,\n \"technical\": 3\n },\n \"reason\": \"Heavy scheduled insider selling ($5M+) and lack of open-market buyer signals neutralize the valuation discount and earnings run-rate, leaving no asymmetric edge or income structure justification given the stock's proximity to its 52-week high and lack of elevated IV or clear catalyst timing.\"\n}", "cleaned_content": "{\n \"skip\": true,\n \"score\": 32,\n \"score_breakdown\": {\n \"smart_money\": 0,\n \"options_flow\": 0,\n \"catalyst\": 15,\n \"mispricing\": 4,\n \"quality\": 10,\n \"technical\": 3\n },\n \"reason\": \"Heavy scheduled insider selling ($5M+) and lack of open-market buyer signals neutralize the valuation discount and earnings run-rate, leaving no asymmetric edge or income structure justification given the stock's proximity to its 52-week high and lack of elevated IV or clear catalyst timing.\"\n}", "tool_calls": null, "finish_reason": "stop" } ], "tool_results": [], "final_message": "{\n \"skip\": true,\n \"score\": 32,\n \"score_breakdown\": {\n \"smart_money\": 0,\n \"options_flow\": 0,\n \"catalyst\": 15,\n \"mispricing\": 4,\n \"quality\": 10,\n \"technical\": 3\n },\n \"reason\": \"Heavy scheduled insider selling ($5M+) and lack of open-market buyer signals neutralize the valuation discount and earnings run-rate, leaving no asymmetric edge or income structure justification given the stock's proximity to its 52-week high and lack of elevated IV or clear catalyst timing.\"\n}", "tool_calls_total": 0, "walltime_ms": 42419, "stop_reason": "stop", "completed_at": "2026-05-13T23:02:47.404Z" }