diff --git a/.claude/settings.json b/.claude/settings.json new file mode 100644 index 00000000..4c95b083 --- /dev/null +++ b/.claude/settings.json @@ -0,0 +1,9 @@ +{ + "permissions": { + "allow": [ + "Bash(.venv/Scripts/python.exe cc_tools.py:*)", + "Agent", + "Write" + ] + } +} diff --git a/eval_results/GC=F/TradingAgentsStrategy_logs/full_states_log_2026-01-24.json b/eval_results/GC=F/TradingAgentsStrategy_logs/full_states_log_2026-01-24.json new file mode 100644 index 00000000..974ba983 --- /dev/null +++ b/eval_results/GC=F/TradingAgentsStrategy_logs/full_states_log_2026-01-24.json @@ -0,0 +1,22 @@ +{ + "2026-01-24": { + "company_of_interest": "GC=F", + "trade_date": "2026-01-24", + "market_report": "GC=F Technical Analysis (2026-01-24): Gold Futures price ~$4,976 (Jan 23 close), up +15.3% in 4 weeks from ~$4,316 and +79% over 12 months. RSI 80.40 (overbought, no bearish divergence — momentum intact). MACD +149.76, histogram +39.19 (expanding bullish momentum). Price is above Upper Bollinger Band ($4,937), indicating a confirmed breakout and band-walking parabolic phase. ATR $73.43 (+18% vs prior month, elevated volatility). 50-SMA $4,350 (strong support ~13% below). 200-SMA $3,723 (long-term uptrend intact, ~25% below). Record 10-session run with no meaningful pullback. 52-week range approximately $2,780-$5,000. Near-term bias: OVERBOUGHT/MOMENTUM. Long-term bias: STRONGLY BULLISH. Key support: $4,937 (upper BB), $4,600 (prior consolidation), $4,400 (demand zone), $4,350 (50-SMA). Key resistance: $5,000 (psychological), $5,400 (Goldman target).", + "sentiment_report": "GC=F Sentiment (Jan 17-24, 2026): Overall BULLISH with elevated crowding risk. Key themes: (1) Institutional FOMO — $19B record monthly ETF inflows in January 2026; largest single-month flow since 2020. HIGH impact. (2) Analyst targets upgrading — Goldman $5,400 (12-month), JPM $5,055; Wall Street consensus bullish shift. (3) Central bank narrative dominance — PBoC 15 consecutive months buying; Bank of Korea first gold purchase since 2013; gold surpassing US Treasuries in CB reserves (first since 1996) receiving major media coverage. (4) Speculative positioning — largest net long futures positioning since 2020; crowding risk elevated. (5) Retail sentiment strongly bullish — gold discussed widely on financial media as 'new safe haven.' (6) Bond market concern — Moody's US credit watch negative generating de-dollarization narrative amplification. Overall: Bullishness is broad, institutional, and fundamentally anchored but crowding metrics warrant staged entry discipline.", + "news_report": "GC=F News & Macro (2026-01-24): (1) Monetary policy: Fed holding at 3.5-3.75%; two dovish dissenters at Jan FOMC — market pricing one cut by June. Core PCE 3.0% — inflation sticky. TIPS real yield +1.0% (headwind, but markets increasingly dismissing real rate constraint given CB structural demand). (2) Geopolitical/fiscal: Trump administration Greenland/EU tariff threats — USD strength/weakness contested. Moody's US downgrade watch negative — $36T federal debt narrative amplifying gold reserve thesis. Questions raised about Fed independence under political pressure. (3) Central bank demand: PBoC buying month 15 consecutive; Bank of Korea (first since 2013); Poland, Czech Republic adding. Gold surpassed US Treasuries as CB reserve asset globally for first time since 1996 — structural regime shift. (4) Basel III: Gold classified Tier 1 zero-risk-weight asset under Basel III — creating regulatory demand from bank balance sheets. (5) Supply: Mine production growth <2% YoY; no major new mines expected before 2028. (6) Macro: Oil shock/inflation environment; equity volatility elevated on tariff uncertainty. Overall: Moderately-to-strongly bullish macro backdrop with real rate headwind partially offset by structural CB demand shift.", + "fundamentals_report": "GC=F Fundamentals (2026-01-24): Gold is a commodity/monetary asset, not an equity. Standard financial statements N/A. Fundamental analysis based on supply/demand and macro. SUPPLY: Global mine production ~3,500 tonnes/year, growing <2% YoY. Recycling adds ~1,200 tonnes. Supply is inelastic — no major new mines before 2028. DEMAND: (1) Central banks: 755+ tonnes purchased in 2025 (record pace); PBoC 15 consecutive months; CB demand share at 25%+ of total — structural not cyclical. (2) ETF investment: $19B January inflows; total AUM rebuilt to near 2020 highs. (3) Jewelry: China/India demand stable. (4) Industrial: Minor but growing (electronics, medical). MACRO VALUATION: Real interest rate at TIPS +1.0% — historically a headwind, but CB demand has partially decoupled gold from real rate sensitivity. USD correlation inverted (gold rising with USD in some sessions — unusual). Gold/Silver ratio elevated. Gold-to-equity ratio (Dow/Gold) declining = gold outperforming. RESERVE ASSET STATUS: Basel III Tier 1 zero-risk classification; surpassed US Treasuries in CB reserves (first since 1996). PRICE HISTORY: 12-month return +79%; 4-week return +15.3%; ATH in progress. Overall: Structurally bullish with tight supply, record institutional demand, and monetary asset re-rating underway.", + "investment_debate_state": { + "bull_argument": "Gold at $4,976 represents a structural re-rating, not a bubble. The central bank demand story — 755+ tonnes in 2025, PBoC buying for 15 consecutive months, Bank of Korea's first purchase since 2013, gold surpassing US Treasuries in CB reserves for the first time since 1996 — represents a permanent shift in global monetary architecture. This is not speculative demand that evaporates; it is sovereign balance sheet allocation driven by Basel III Tier 1 classification and de-dollarization strategy. The $36T US federal debt, Moody's downgrade watch, and questions about Fed independence create a structural long-term bid under gold that did not exist in prior cycles. Supply is inelastic — mine production growing less than 2% annually with no major new mines before 2028 — meaning demand growth directly translates to price appreciation. RSI at 80.40 with no bearish divergence is a momentum confirmation, not a reversal signal; gold spent extended periods above 80 in the 2010-2011 bull run. Goldman's $5,400 and JPM's $5,055 targets are anchored in these fundamentals. $19B in January ETF inflows signal institutional conviction, not retail froth. The trade is: BUY with conviction. The structural case supports $5,800-6,000 within 12 months.", + "bear_argument": "The structural story is real but the entry point at $4,976 is analytically indefensible. RSI 80.40 with the largest speculative net long positioning since 2020 creates a specific, measurable crowding risk. Historically, gold has corrected 10-15% from RSI levels above 80 in 78% of comparable cases before resuming the uptrend — that implies $497-746 of near-term downside to $4,230-4,479. The negative asymmetry at current prices is stark: $424 upside to Goldman's $5,400 target vs $662 downside to $4,314 support — a 0.64:1 risk-reward ratio, below any professionally defensible minimum. TIPS real yield at +1.0% is a persistent headwind — gold's outperformance requires that CB demand fully offset rate sensitivity, which is an assumption not a fact. The crowded long positioning means a correction, when it comes, will be amplified by stop-cascade dynamics. The correct action is: Avoid at $4,976. Wait for the $4,400-4,600 zone where both the fundamental thesis and the technical setup improve materially. Entering now is momentum chasing at peak crowding." + }, + "trader_investment_decision": "BUY (Staged, Refined). Based on comprehensive analysis and the investment plan, the trader refines the entry to reduce immediate exposure given RSI 80.40 crowding risk: Tranche 1 (25%) at ~$4,976 immediately — momentum participation only, not value entry. Tranche 2 (50%) at $4,400-4,600 — primary allocation at highest risk-reward zone. Tranche 3 (25%) at >$5,400 breakout confirmation with tight ATR-based stops. Review gate at $4,200 (not automatic stop — thesis evaluation required). 12-month target $5,800. Risk: Central bank demand reversal, sharp real rate increase, crowded long unwind. FINAL TRANSACTION PROPOSAL: **BUY**", + "risk_debate_state": { + "aggressive_argument": "Deploy 60-70% of position immediately at current prices (~$4,976). The momentum is real, confirmed, and structurally supported. Central bank demand (PBoC 15 consecutive months, Bank of Korea first purchase since 2013, gold surpassing US Treasuries in CB reserves for first time since 1996) represents persistent structural buying that acts as a price floor. RSI at 80.40 is not a sell signal in parabolic phases — gold has spent extended periods above 80 in the 2010-2011 bull run and will do so again. The $19B January ETF inflows are institutional conviction, not retail froth. Goldman's $5,400 target and JPM's $5,055 imply 8-18% further upside from here. The negative asymmetry argument ignores that the structural bid prevents the full downside scenario from materializing. Basel III Tier 1 status creates regulatory demand that doesn't exist in other assets. Waiting for $4,400-4,600 risks missing 40-50% of the bull move given structural momentum. The prudent action is to deploy capital now with a trailing stop, not to sit in cash hoping for a correction that institutional buyers will absorb before it reaches analyst targets.", + "conservative_argument": "The staged 25% immediate entry is the maximum warranted given current risk parameters. At RSI 80.40, gold has statistically experienced a 10-15% correction 78% of the time before resuming the uptrend in prior bull cycles — that is $497-746 of downside to $4,230-4,479, well within the $4,400-4,600 target zone. The crowded long positioning (largest speculative net long since 2020) means a correction could be fast and deep as stops cluster. The aggressive analyst's 'structural bid' argument assumes central banks will intervene in short-term price action — they are accumulating over months and quarters, not defending specific price levels. The negative asymmetry from current levels ($424 upside to $5,400 vs $662 downside to $4,314) is a real 0.64:1 risk-reward ratio — below the 2:1 minimum for disciplined capital allocation. Deploy 25% maximum now; protect the remaining 75% for better risk-reward at $4,400-4,600.", + "neutral_argument": "The staged plan is structurally correct. The immediate 25% should be acknowledged as momentum speculation — not value-based entry — and sized accordingly. The $4,400-4,600 zone is the analytically strongest allocation point: confluence of prior consolidation, potential 50-SMA support ($4,350 at analysis date), and better RSI reset. The $5,400 breakout tranche needs tight ATR-based stops ($73.43 ATR → stop at $5,253) to avoid catching a false breakout. Most critically, $4,200 must function as a DECISION GATE not an automatic stop — at that level, the bull thesis requires re-evaluation: has central bank demand stalled? Has the real rate environment shifted materially? Has the de-dollarization narrative been invalidated? The greatest behavioral risk is deploying the 50% reserve zone tranche prematurely at $4,700-4,800 in response to FOMO before the $4,400-4,600 zone is reached. Discipline on the plan's own entry criteria is the primary risk management lever." + }, + "investment_plan": "RECOMMENDATION: BUY (Staged Entry). Research Manager concludes the structural bull thesis is compelling and the bear case is correct on entry timing but wrong on direction. Staged entry preserves capital for optimal allocation while capturing some immediate momentum. Tranche 1 (40%) at current levels ~$4,976 — captures confirmed momentum and structural re-rating participation. Tranche 2 (35%) at $4,400-4,600 — pullback zone with confluence of prior support and 50-SMA proximity. Tranche 3 (25%) at >$5,400 breakout confirmation — momentum continuation with tight stops. Review gate at $4,200 — mandatory thesis re-evaluation if reached (not automatic stop). 12-month target $5,800. The structural demand from central banks, Basel III classification, and de-dollarization creates a floor that prior gold cycles lacked. Bear's negative asymmetry argument is noted and addressed by staging rather than immediate full deployment.", + "final_trade_decision": "OVERWEIGHT. Deploy capital in stages with the bulk reserved for the highest-conviction entry zone. Tranche 1 (20%) immediate at ~$4,976 — momentum participation; Tranche 2 (55%) at $4,400-4,600 — primary allocation at best risk-reward; Tranche 3 (25%) at >$5,400 breakout with ATR-based stop at $5,253. Review gate at $4,200 (thesis evaluation, not automatic exit). 12-month target $5,800. The structural bull case — PBoC 15 consecutive months buying, gold surpassing US Treasuries in CB reserves for the first time since 1996, Basel III Tier 1 status, $19B January ETF inflows, Goldman $5,400/JPM $5,055 targets, inelastic mine supply — is among the strongest seen since 2008-2011. However, RSI 80.40 with largest speculative net long positioning since 2020 creates 0.64:1 risk-reward at current prices, below the 2:1 minimum threshold for full deployment. Overweight (not Buy) reflects strong structural conviction with disciplined staged entry. Three monitoring triggers: (1) CB demand reversal (monthly CB purchase data), (2) real rate spike above +2.0% TIPS yield, (3) $4,200 gate — if reached, full thesis re-evaluation before any additional capital deployment. Behavioral discipline on entry zone triggers is the primary risk management lever." + } +} \ No newline at end of file diff --git a/eval_results/GC=F/TradingAgentsStrategy_logs/full_states_log_2026-03-24.json b/eval_results/GC=F/TradingAgentsStrategy_logs/full_states_log_2026-03-24.json new file mode 100644 index 00000000..dfff278a --- /dev/null +++ b/eval_results/GC=F/TradingAgentsStrategy_logs/full_states_log_2026-03-24.json @@ -0,0 +1,22 @@ +{ + "2026-03-24": { + "company_of_interest": "GC=F", + "trade_date": "2026-03-24", + "market_report": "Gold (GC=F) Technical Analysis (2026-03-24): Price $4,404 (down 18.5% from $5,405 peak Mar 2; down 16.8% Phase 6 in 3 weeks). 10-EMA $4,805, 50-SMA $4,951, 200-SMA $4,068 (key structural support; price $336 above). RSI 27.95 (deeply oversold, no bullish divergence/reversal). MACD -91.38 (bearish crossover confirmed), histogram -90.33 (8+ consecutive expanding negative bars — accelerating not exhausting). Bollinger Lower Band $4,552 (price $148 below — extreme overextension). ATR 154 (panic volatility regime, ~3.5% avg daily swing). Intraday low Mar 23: $4,100 (tested 200-SMA zone). 52-week range: $2,949-$5,586. All-time high: $5,586 (Jan 29, 2026). Near-term bias: STRONGLY BEARISH. Long-term bias: BULLISH (above 200-SMA). No meaningful technical support between $4,068 (200-SMA) and $3,000-$3,200 structural zone.", + "sentiment_report": "Gold Sentiment (Mar 17-24, 2026): STRONGLY BEARISH (ST) / NEUTRAL-WATCHFUL (MT). Record 10th consecutive daily loss — unprecedented streak. GLD ETF -15% over 9 sessions (worst since 2008). Safe-haven thesis breaking down: gold falling during active U.S.-Iran geopolitical crisis (Iran/oil spike → Fed hawkishness → gold bearish — inverted safe-haven dynamic). Portfolio managers reclassifying gold as 'more of a speculative asset.' Retail capitulating. Gold.com director insider selling $1.4M. BUT: contrarian signals emerging (Investopedia flagging sentiment extremes). Kingsgate appointing US gold fund managers (smart money positioning). Central banks likely buying below $4,300. Bitcoin competing as alternative safe-haven on ceasefire news. Worst weekly decline since 1983 per Motley Fool.", + "news_report": "Gold News & Macro (2026-03-24): Primary drivers: (1) U.S.-Iran active conflict → oil spike → inflation fears → Fed hawkishness → rate cuts fully priced out → real rates rising → gold bearish (opportunity cost). (2) Firm USD compressing dollar-denominated gold. (3) Record 10-session losing streak. GLD -15% (worst since 2008). Ceasefire paradox: Trump 5-day pause on Iran strikes caused brief gold bounce, then Iran denial reversed it — ceasefire would be bullish reversal catalyst (removes oil-driven inflation fear). Stagflation scenario (slowing growth + persistent inflation) = very bullish gold. Central bank de-dollarization demand structural (~1,000T+/yr, price-insensitive). Key support: $4,250 (intraday low Mar 23), $4,068 (200-SMA), $4,000 (psychological). Bitcoin competing for safe-haven flows. Analysts: 'hostage to headline-driven volatility' (Phillip Nova). Overall: moderately bearish near-term, moderately bullish medium-term pending catalysts.", + "fundamentals_report": "Gold (GC=F) Fundamentals (2026-03-24): All-time high $5,586 (Jan 29, 2026), -21.2% from ATH to current $4,404. +46.2% 12-month return. Trading at all-time inflation-adjusted highs (above 1980 and 2011 real peaks). 200-day SMA $4,068. Phase analysis: Phase 5 parabolic +30.1% (Nov 2025-Mar 2026), Phase 6 -16.8% in 3 weeks = bubble recognition dynamics. Supply: mining ~3,500-3,650T/yr, AISC ~$1,200-1,400/oz, constrained by grade depletion. Demand: Central bank ~1,000T+/yr (secular, price-insensitive, driven by de-dollarization); jewelry suppressed at high prices; ETF flows recovering (now outflows during correction). Macro fundamentals: Real interest rates rising (Fed hawkish) = headwind. USD firm = headwind. U.S. $36T debt = long-term fiscal/inflation premium. De-dollarization: BRICS payment systems, bilateral currency agreements. No counterparty risk = reserve asset premium. Long-term: MODERATELY BULLISH. Near-term: NEUTRAL-CAUTIOUS.", + "investment_debate_state": { + "bull_argument": "Structural central bank demand 1,000T+/yr is price-insensitive and secular — driven by de-dollarization, not momentum. U.S. $36T debt = permanent inflation/fiscal premium. RSI 27.95 = capitulation bottom. Price $148 below Bollinger Lower Band = extreme overextension. 200-SMA $4,068 intact = long-term uptrend unbroken. Two of three geopolitical scenarios (escalation, ceasefire, stagflation) are bullish gold. Mining supply constrained (AISC $1,200-1,400). Retail capitulating = professional accumulation zone. 10 consecutive losing days mirrors 2008 — generational entry point. GLD -15% = 2008 analogy means recovery historically follows.", + "bear_argument": "Safe-haven thesis failing in real-time — active geopolitical crisis and gold has worst 10-session streak since 2008. Narrative break = prolonged underperformance. Gold at all-time inflation-adjusted highs entering narrative break = peak valuation. Phase 5 parabolic (+30.1%), Phase 6 is bubble recognition. MACD -91.38 with 8+ expanding negative bars = selling accelerating not exhausting. RSI can stay oversold in real downtrends (oil 2014, gold 2013). 200-SMA only $336 away — intraday $4,100 already tested it. No support $4,068 to $3,000-3,200. Central bank demand already priced in at $5,405. Insider selling. Treasuries at 4%+ = superior risk-adjusted alternative. Mean reversion from +46.2% run = violent and prolonged." + }, + "trader_investment_decision": "SELL. Sell 50% at market (~$4,404). Full exit on 200-SMA daily close break ($4,068). Stop-loss: daily close below $4,068 (not $3,900 — no structural significance). Re-entry only at $4,500+ reclaim with positive MACD crossover OR flush to $3,000-3,200 with RSI divergence. Rotate to Treasuries and energy equities. Primary risk to view: sudden ceasefire + Fed pivot signal = gap-up short-covering rally. FINAL TRANSACTION PROPOSAL: SELL", + "risk_debate_state": { + "aggressive_argument": "RSI 27.95 = screaming buy. 10-day losing streaks precede recoveries (2008 generational entry). Central banks buying at $4,300. Ceasefire = bullish reversal catalyst. Stagflation = gold wins (Treasuries get crushed in stagflation). Stop at $3,900 not $4,068. Hold and average down. 200-SMA intraday touched $4,100 and bounced already.", + "conservative_argument": "RSI can stay oversold in real downtrends. 2008 = gold fell 30% before recovering; only -16.8% now. No support $4,068 to $3,000. 8 expanding MACD bars = mid-waterfall not capitulation. Central bank buying doesn't create near-term floor. Safe-haven thesis broken (gold falling during crisis = structural repricing). Ceasefire removes residual risk premium = bearish. Stop at $4,068 (not $3,900). Asymmetric: $500 upside vs $1,400 downside. Sell 50% now.", + "neutral_argument": "Trader's framework threads the needle. Conservative wins technical argument but overstates certainty of full downside. Aggressive has right long-term thesis but wrong timing. Stagflation underappreciated but RSI alone not a buy signal. Stop at 200-SMA close break (not $3,900) is correct. Both scenarios could partially materialize (flush to $4,068 holds → grind back). ATR 154 = slippage risk on execution. Balanced: 50% sell + 200-SMA stop + defined re-entry is sound." + }, + "investment_plan": "SELL/UNDERWEIGHT. Research Manager: Bears win near-term technical argument (narrative failure during crisis, MACD accelerating, 200-SMA proximity with no support below). Bulls win structural long-term argument (de-dollarization, fiscal premium, central bank demand). Sell 50% immediately. Full exit on 200-SMA daily close break ($4,068). Re-entry: $4,500+ reclaim on volume OR full flush to $3,000-3,200. Rotate to 4%+ Treasuries (positive carry, stagflation hedge) and energy equities (oil thesis direct expression). Maintain 10-15% dry powder for re-entry. Reassess at 90 days or on: 200-SMA breakdown, MACD histogram turning positive 3 consecutive sessions, or Q1 2026 central bank demand data.", + "final_trade_decision": "UNDERWEIGHT. Sell 50% of position immediately near $4,404. Hard stop/full exit trigger: daily close below 200-SMA ($4,068). Do NOT use $3,900 as stop — no structural basis. Re-entry zone 1: $4,500+ with volume confirmation (momentum restored). Re-entry zone 2: $3,000-3,200 capitulation flush (valuation reset). Rotate freed capital to 4%+ short-duration Treasuries (positive carry, stagflation hedge) and energy equities. Time horizon: 4-8 weeks for current structure. Three non-trivial upside risks: central bank demand floor, stagflation scenario gold revival, ceasefire catalytic gap-up. These justify partial position retention (not zero). Conservative analyst wins near-term technical argument. Aggressive analyst wins long-term structural argument. UNDERWEIGHT rating properly positions between these two realities." + } +} \ No newline at end of file diff --git a/eval_results/LHX/TradingAgentsStrategy_logs/full_states_log_2026-03-23.json b/eval_results/LHX/TradingAgentsStrategy_logs/full_states_log_2026-03-23.json new file mode 100644 index 00000000..b812a249 --- /dev/null +++ b/eval_results/LHX/TradingAgentsStrategy_logs/full_states_log_2026-03-23.json @@ -0,0 +1,22 @@ +{ + "2026-03-23": { + "company_of_interest": "LHX", + "trade_date": "2026-03-23", + "market_report": "LHX at technical inflection point. Price $352.85 testing 50 SMA ($352.08). 200 SMA $294.75 confirms long-term uptrend (+20% above). RSI at 46.8 (neutral/bearish, declining from 68.2 peak on Mar 2). MACD still positive at 4.00 but histogram negative at -1.60 and deepening (bearish crossover ~Mar 11). Bollinger bands: mid $361.75, upper $378.44, lower $345.05. Price in lower half, approaching lower band. ATR $10.26 (~2.9% of price), elevated but normalizing. Period high $377.17 on Mar 2 fully retraced. Distribution volume Mar 20 (2.47M shares, 2nd highest of period). Long-term trend healthy but near-term mildly bearish. Key support: $352 (50 SMA) / $345 (BB lower). Key resistance: $361.75 (BB mid) / $368-$371.", + "sentiment_report": "Composite sentiment 4.3/5 (Bullish). LHX up 21% YTD, 75.9% 1-year, 103.9% 3-year. Iran diplomatic dip (-2.1%) seen as buying opportunity — institutions added on dip. Key catalysts: AI-driven autonomous EW milestone with Shield AI; SDA Tranche 3 Tracking Layer contract (18 spacecraft via Intuitive Machines/Lanteris). Named institutional endorsement (Hennion & Walsh CIO Kevin Mahn). Zacks positive on rising defense budgets/global demand. Labor shortage flagged as execution risk. Retail valuation debate present but institutional support strong. Sentiment arc: brief negativity (Iran dip Monday) -> recovery/reaffirmation (mid-week bullish coverage) -> net positive close (SDA contract, AI milestone).", + "news_report": "Stock last quoted $368.38. YTD +21%, 1Y +75.9%, 3Y +103.9%. Iran-U.S. talks (5-day military pause announced by Trump) triggered short-term -2.1% dip — direct headwind to geopolitical risk premium. Strong contract pipeline: SDA Tranche 3 (18 spacecraft, multi-year space revenue); Shield AI EW milestone (AI pivot in high-margin defense domain). Rare earth supply chain progress (REAlloys-SRC) = structural LHX supply chain risk reduction. UBS cautious on S&P 500 = potential defensive rotation into LHX. Trump policy dual-edged (defense-positive historically but unpredictable diplomatically). Simply Wall St. raises valuation concern post-rally. FAA ATC modernization — marginal sector positive. Overall: Cautiously Bullish with Near-Term Volatility Risk.", + "fundamentals_report": "Market cap $64.6B. Forward P/E 25.4x (TTM P/E 40.5x). Forward EPS $13.61 (TTM $8.54). FY2025 revenue ~$21.9B. FCF ~$2.68B (4.2% yield). Dividend 1.42% ($903M FY2025, ~33% FCF payout). Buybacks $1.15B FY2025. Net debt improved to $10.05B from $11.62B. Beta 0.606. 52-week range $195.72-$379.23. R&D ramping +38% YoY ($112M->$155M). Q4 2025 net income collapsed to $300M ($1.59 EPS) vs $453M in Q4 2024 (G&A spike $630M). Goodwill $20.01B (49% of assets). Tangible book value -$6.88B. Interest expense ~$597M/year. Current ratio 1.19. Working capital improved to $1.37B. ROE 8.19%. Integration from 2019 merger ongoing.", + "investment_debate_state": { + "bull_argument": "Forward P/E 25.4x with 59% EPS acceleration makes LHX a growth company mispriced as mature contractor. FCF $2.68B at 4.2% yield. Shield AI EW + SDA Tranche 3 = category re-rating. NATO rearmament decade-long structural shift. Iran dip = buying opportunity (institutions not flinching, composite sentiment 4.3/5). 50 SMA = clean 3:1 entry. $2.06B returned to shareholders FY2025. Beta 0.606 = defensive rotation beneficiary.", + "bear_argument": "Q4 2025 EPS $1.59 contradicts 59% forward growth story (annualized Q4 rate $6.36 vs $13.61 target). G&A spike $630M Q4 = structural complexity unresolved 6 years post-merger. Negative tangible book -$6.88B + goodwill $20B = balance sheet vulnerability. Iran peace talks = live re-rating risk (LHX -2.1% while GD +0.5% same day). Failed breakout $352->$377->$352. MACD deepening negative. Distribution volume 2nd highest of period. 40.5x TTM P/E with no margin for error." + }, + "trader_investment_decision": "FINAL TRANSACTION PROPOSAL: BUY. Price at 50 SMA ($352.08) with 200 SMA far below ($294.75) confirming structural uptrend. Forward P/E 25.4x with 59% EPS acceleration. FCF 4.2% yield. Geopolitical-headline-driven Iran dip = buying opportunity in structurally bullish defense environment. Risk/reward ~3:1 (upside $60-78 to target, downside $22 to hard stop $330). Phased entry: 50% now at $352, 50% reserved for $345-$350. 12-month target $410-$430.", + "risk_debate_state": { + "aggressive_argument": "High conviction BUY. 59% EPS acceleration. FCF $2.68B real cash. Shield AI + SDA Tranche 3 = category re-rating not priced in. NATO rearmament = decade-long structural shift. Iran dip = institutions buying not selling. 50 SMA = clean 3:1 entry. R&D +38% YoY validates future earnings. Only mistake is sizing too small.", + "conservative_argument": "Dangerous entry. Q4 EPS $1.59 annualizes to $6.36 — contradicts $13.61 forward. G&A $630M spike = structural complexity unresolved. Negative tangible book -$6.88B, goodwill $20B = balance sheet vulnerability. Iran talks = live re-rating risk. Failed breakout. Wait for Q1 2026 earnings. Labor shortage operational bottleneck.", + "neutral_argument": "Balanced approach. $345-$350 Bollinger lower band entry smarter than current 50 SMA test. Hard stop $330 at ~3.1 ATRs appropriate. Lower target to $400 base case, $410-$430 only if Q1 confirms. NATO/Indo-Pacific cycles already underway — waiting risks buying at $390 post-catalyst. Net debt $10.05B + $597M interest = real financial constraint. Q4 G&A = yellow flag not red flag. Deploy reserve capital only after Q1 confirmation." + }, + "investment_plan": "RECOMMENDATION: BUY (Moderate-High Conviction). Forward EPS acceleration is the core driver — large enough that even significant downside to consensus leaves valuation reasonable. Structural defense spending is durable beyond any single geopolitical headline. FCF generation robust. Position Sizing: 50% initial at ~$352 (50 SMA). Reserve 50% for accumulation at $345-$350. Do not chase above $370 without Q1 2026 confirmation. Entry: Iran dip = geopolitical-headline-driven selloff in structurally bullish defense environment. Hard stop $330. 12-month target $410-$430 (30x forward EPS). Thesis validation: Q1 2026 G&A normalization; net debt below $9.5B; SDA Tranche 3 milestones.", + "final_trade_decision": "Rating: OVERWEIGHT. Initiate at 40% of target weight near ~$352 (50 SMA consolidation). Reserve 60% for deployment at $345-$350 on confirmed Bollinger lower band hold OR upon Q1 2026 earnings confirmation. Hard stop $330 (~6.3% downside). Revised 12-month target $395-$410 (base case 29x confirmed forward EPS; full case $410+ only upon Q1 confirmation). Time horizon 12-18 months. Mandatory position reassessment after Q1 2026 earnings. Thesis anchored on: structural NATO/Indo-Pacific procurement cycles, FCF $2.68B at 4.2% yield, Shield AI EW + SDA Tranche 3 catalysts, R&D +38% as leading indicator. Key risk: Q4 G&A spike and earnings credibility gap — EPS acceleration requires Q1 confirmation." + } +} \ No newline at end of file diff --git a/eval_results/LMT/TradingAgentsStrategy_logs/full_states_log_2026-03-24.json b/eval_results/LMT/TradingAgentsStrategy_logs/full_states_log_2026-03-24.json new file mode 100644 index 00000000..38a4343d --- /dev/null +++ b/eval_results/LMT/TradingAgentsStrategy_logs/full_states_log_2026-03-24.json @@ -0,0 +1,22 @@ +{ + "2026-03-24": { + "company_of_interest": "LMT", + "trade_date": "2026-03-24", + "market_report": "LMT entered a clear distribution phase after peaking at $692 on Mar 2. By Mar 23, price fell to $616.25, -11% from the high. Key signals: broke below 50 SMA ($624.81) for first time in the observation period; RSI 40.12 declining (approaching but not at oversold); MACD 1.35 near zero-line crossover (imminent); MACD histogram -7.01 (most negative, deepening); price closed below Bollinger lower band ($619.85); Mar 20 saw 6.51M shares (institutional distribution). Long-term trend intact: 200 SMA $483, price 27.6% above it. ATR $17.35. Key support $610-616, then $600 psychological. Short-term BEARISH, long-term BULLISH.", + "sentiment_report": "Overall Net Sentiment 5.9/10 Moderately Bullish. Institutional: 6.5/10. Retail: 5.5/10. Contract/revenue: 7.5/10. AI/tech narrative: 7/10. Momentum/technical: 4/10 bearish. Legal: 4.5/10 negative. Geopolitical: 5/10 highly uncertain (Iran talks vs $200B budget). $200B Pentagon budget underappreciated in retail. $627 50DMA reclaim would rapidly shift sentiment. Social debate: 'is $616 a gift or a trap?'", + "news_report": "BULLISH: Pentagon seeks $200B supplemental for Iran conflict (directly benefits F-35, PAC-3, HIMARS, precision munitions); $23B Gulf arms sale includes LMT missiles; Greece $36B Achilles Shield (38 F-16 Viper upgrades + counter-drone via Fortem Technologies); neuromorphic AI partnership with BrainChip; IBD names LMT clear sector outperformer; ITA defense ETF +52.34% YTD. BEARISH: Trump 5-day Iran strike pause + diplomatic talks; U.S.-Ukraine peace talks underway; Chinese claim U.S. has 2 months rare earth reserves; $4.25B federal IP lawsuit (Napoli Shkolnik vs LMT); RTX wins $11.74B missile contract; consecutive -1.58% and -1.78% daily declines; GD outperforming LMT on diplomatic news.", + "fundamentals_report": "Market cap $142.6B. Forward P/E 19.28x (attractive), TTM P/E 28.65x (distorted by Q2 anomaly). Forward EPS $31.97 vs TTM $21.51 (+49% recovery expected). FY2025 FCF ~$6.9B (4.8% yield). Revenue TTM $75B. Q2 2025 gross margin anomaly: 4% (vs normal 11-13%) — cause unknown, likely one-time fixed-price contract charge. Net debt improving $20.3B (Q2) → $17.6B (Q4). Operating margin 9.01% below peers (RTX/NOC 10-12%). Negative tangible book -$8.9B. Deferred revenue $11.44B (strong backlog signal). Dividend 2.19% at 45% FCF payout (safe). Share count declining 237M → 231.9M. Beta 0.197.", + "investment_debate_state": { + "bull_argument": "Defense supercycle with $200B Pentagon budget + $23B Gulf sale + $36B Greece Achilles Shield = locked-in revenue. Forward P/E 19.28x is attractive with 49% EPS recovery. $6.9B FCF (4.8% yield). Q2 anomaly one-time. Neuromorphic AI (BrainChip) and counter-drone (Fortem) partnerships = next-gen moat. RSI 40 approaching oversold = contrarian entry. 200 SMA $483 intact as long-term support. Staged accumulation is disciplined risk management. 5-day ceasefire does not cancel F-35 orders. Base $700-750, bull $800+.", + "bear_argument": "Q2 gross margin 4% — cause UNKNOWN, cannot model recovery, forward EPS thesis built on sand. TTM P/E 28.65x on company with negative tangible book -$8.9B, net debt $17.58B, D/E 338x. Q2 FCF negative. Mar 20 volume = institutional distribution, not retail capitulation. RSI at 40 is falling, not bottoming. Below 50 SMA + below Bollinger lower band = technical breakdown. MACD zero-line crossover imminent. Trump Iran pause + Ukraine peace talks unwinding geopolitical risk premium. RTX winning missile contracts in LMT's core territory. $4.25B lawsuit = tail risk. $445 stop = 28% drawdown = reckless. Wait for Q1 2026 margin confirmation." + }, + "trader_investment_decision": "BUY. Technical setup: RSI approaching oversold, 200 SMA intact as bedrock at $483 (+27.6% above). Fundamental anchor: 49% EPS recovery, $6.9B FCF, $11.44B deferred revenue at 19.28x forward P/E. Staged accumulation respects near-term uncertainty. Risk-reward: $700-750 target vs $500 exit = 2:1 minimum. Diplomatic risks are real discounts, not structural impairments. FINAL TRANSACTION PROPOSAL: BUY.", + "risk_debate_state": { + "aggressive_argument": "Strong BUY. $200B budget unpriced. 49% EPS recovery in defense supercycle. RSI approaching oversold = capitulation entry. 200 SMA bedrock at $483. BrainChip AI and counter-drone = next-gen moat. Staged entry is disciplined. Defense procurement is 5-15 year cycle — 5-day ceasefire doesn't cancel F-35 orders. Base $700-750, bull $800+. FCF 4.8% yield is compelling. Beta 0.197 = low systematic risk.", + "conservative_argument": "WAIT/PASS. Q2 margin cause unknown — cannot model recovery. Balance sheet fragile (338x D/E, -$8.9B tangible book). 28% stop-loss is reckless. Institutional distribution on Mar 20 = smart money selling. Q2 FCF negative. RTX winning core missile contracts. Diplomatic de-escalation undermining premium. $4.25B lawsuit + rare earth supply = asymmetric tail risks. Return after Q1 2026 confirms margin recovery.", + "neutral_argument": "Initiate SMALL position with tighter stop ($570-580 = 7% vs 28%). Direction is correct but sizing and risk management too aggressive pre-confirmation. Q2 margin mystery is the central unresolved question. Distribution on Mar 20 is institutional, not retail capitulation. $200B budget and $11.44B deferred revenue are real. Balance sheet concerning but not existential. Small initial tranche + Q1 2026 earnings as key fundamental gate for adding size." + }, + "investment_plan": "BUY (staged accumulation). Phase 1 (40%): Enter now at ~$616; RSI approaching oversold, diplomatic discount priced in. Stop at ~$445. Phase 2 (40%): Add on Q1 2026 earnings confirming gross margin recovery to 11-13%. Phase 3 (20%): Add on 50 SMA reclaim + MACD bullish crossover. Price targets: base $700-750, bull $800+, bear $500 (exit trigger). Core thesis: 49% forward EPS recovery, 19.28x forward P/E, $6.9B FCF, $11.44B deferred backlog, defense supercycle.", + "final_trade_decision": "OVERWEIGHT. Initiate small starter position (20% of intended allocation) at ~$616. Stop-loss $570-580 (7% downside, not 28%). Add second tranche (40%) on Q1 2026 gross margin recovery above 8%. Add third tranche (40%) on sustained FCF recovery confirmation. Base target $700-750 (12-18 months). Full position only after margin normalization is confirmed in hard data. The $449 stop in the original plan is replaced with the $570-580 level to preserve capital for redeployment at the Q1 2026 confirmation trigger." + } +} \ No newline at end of file diff --git a/eval_results/RTX/TradingAgentsStrategy_logs/full_states_log_2026-03-24.json b/eval_results/RTX/TradingAgentsStrategy_logs/full_states_log_2026-03-24.json new file mode 100644 index 00000000..af9a64dc --- /dev/null +++ b/eval_results/RTX/TradingAgentsStrategy_logs/full_states_log_2026-03-24.json @@ -0,0 +1,22 @@ +{ + "2026-03-24": { + "company_of_interest": "RTX", + "trade_date": "2026-03-24", + "market_report": "RTX Technical Analysis (2026-03-24): Price $194.82 (near lower Bollinger Band $194.08), 50-SMA $200.39 (broken below, resistance), 10-EMA $201.62 (steep decline), 200-SMA $171.30 (intact, long-term uptrend). MACD -0.004 (bearish crossover confirmed), histogram -1.52 (8 consecutive expanding negative bars). RSI 40.11 (declining toward oversold). ATR $5.46 (+18% vs prior month). Down 6.4% in 10 sessions from $208.23. 52-week range $112.27-$214.50. Institutional buying at highs (12.5M shares Mar 2) now underwater. Key support: $194.08 (lower BB), $192.62 (period low), $171.30 (200-SMA). Near-term bias: BEARISH. Long-term bias: BULLISH.", + "sentiment_report": "RTX Sentiment (Mar 17-24, 2026): Overall MIXED-CAUTIOUSLY BULLISH (LT) / NEUTRAL-TO-BEARISH (ST). Key themes: (1) Rare earth supply chain risk - 2027 hard deadline to eliminate Chinese-origin materials from AMRAAM/Tomahawk; U.S. claimed ~2-month stockpile; HIGH impact. (2) Missile demand/U.S.-Iran conflict - IBD named RTX clear outperformer; $11.74B missile contract; hypersonic investment; HIGH impact. (3) Daily underperformance on up-market days (distribution signal); down 1.32%-1.69% on positive market days. (4) Patriot interceptor linked to Bahrain civilian blast Mar 9 (Reuters) - reputational/legal risk. (5) Valuation fatigue - 52% 1-year gain, 7.2% YTD. Anduril $20B Army deal signals defense-tech shift. WSJ: 'Why Defense-Contractor Stocks Aren't Rallying.' Nvidia/AMD rally on war fears easing = de-escalation signal.", + "news_report": "RTX News & Macro (2026-03-24): Active U.S.-Iran conflict driving Tomahawk/AMRAAM/Patriot consumption - Pentagon replenishment urgency. European rearmament providing secular demand tailwind - NATO budget increases = Patriot/AMRAAM/radar orders. $11.74B contract secured; hypersonic weapons development ongoing. Rare earth supply chain: 2027 hard deadline, Chinese-origin materials in AMRAAM/Tomahawk, ~2-month U.S. stockpile per Chinese publication. RTX underperforming on up-market days. Patriot interceptor linked to Bahrain civilian blast Mar 9 (Reuters). Anduril $20B Army software deal = structural shift toward defense-tech. WSJ: production bottlenecks limiting earnings leverage. Oil shock/inflation environment groups RTX with macro beneficiaries. De-escalation signals from tech sector. Overall: Moderately bullish with rare earth risk as primary tail risk.", + "fundamentals_report": "RTX Fundamentals (Q4 2025): Market cap $262.2B. Revenue TTM $88.6B (+19% YoY). PE TTM 39.2x, Forward PE 25.9x. EPS TTM $4.97, Forward EPS $7.51 (51% implied growth). Dividend yield 1.4%, Beta 0.41. Net debt $30.5B (down $5.2B from $35.7B in Q4 2024). FCF FY2025 ~$7.4B. Deferred revenue $21.6B (grew from $18.6B - backlog indicator). Q4 2025: Revenue $24.24B, Operating Income $2.60B, Net Income $1.62B. Q2 2025 FCF: -$194M (seasonal weakness). H2 2025 OCF exceptional: $4.64B (Q3) + $4.17B (Q4). Goodwill/intangibles $85.2B (50% of assets). Negative tangible book -$19.9B. Total debt $39.5B. Interest expense $370-514M/quarter. GTF engine powder metal inspections ongoing. Rising AR: $10.98B to $14.70B. Working capital improved to $1.55B. ROE 10.95%. Overall: Constructive/positive with improving cash generation and declining debt.", + "investment_debate_state": { + "bull_argument": "RTX at $194.82 is a discounted entry point. Revenue +19% YoY to $88.6B TTM. Forward EPS $7.51 vs TTM $4.97 = 51% growth, Forward PE 25.9x. FCF $7.4B with $5.2B net debt reduction. Deferred revenue backlog $21.6B. Active U.S.-Iran conflict drives Tomahawk/AMRAAM/Patriot replenishment urgency. NATO rearmament = secular multi-year demand. RTX is monopoly supplier in Patriot/AMRAAM/Tomahawk. $11.74B contract secured. 200-SMA $171.30 confirms long-term uptrend intact. RSI 40.11 approaching oversold = patient buyer zone. Lower BB $194.08 = mean reversion entry. Rare earth and GTF are known/manageable with $7.4B FCF. Beta 0.41 = defensive macro anchor.", + "bear_argument": "Confirmed technical breakdown: down 6.4% in 10 sessions, below 50-SMA, MACD bearish crossover with 8 consecutive expanding negative histogram bars (-1.52), RSI 40.11 declining, ATR +18%. Real downside to 200-SMA $171.30. Valuation stretched: 39.2x TTM PE. Balance sheet fragile: $39.5B debt, $30.5B net debt, $85.2B goodwill (50% of assets), negative tangible book -$19.9B. Q2 2025 FCF -$194M. Rare earth: 2-month stockpile, 2027 hard deadline, AMRAAM/Tomahawk depend on Chinese-origin materials. GTF engine: multi-year open-ended liability. Anduril $20B Army deal = structural DOD shift. Cost-plus caps margin upside. Production bottlenecks limit earnings leverage." + }, + "trader_investment_decision": "HOLD. Current price $194.82 is above the plan's own Tranche 1 entry range ($185-$187). No compelling technical reversal signal. Long-term thesis intact but timing does not yet call for capital deployment. Wait for $185-$187 (Tranche 1) or $172-$175 (Tranche 2). Stop at $158. FINAL TRANSACTION PROPOSAL: HOLD", + "risk_debate_state": { + "aggressive_argument": "HOLD is leaving money on the table. Stock near lower Bollinger Band $194.08, RSI approaching oversold, 51% forward EPS growth, $21.6B backlog, active NATO/Iran demand accelerating. From $194, risk-reward to $220 still adequate. Partial entry now with add on weakness is better than cash on sidelines. Rare earth and GTF are known/priced.", + "conservative_argument": "HOLD is correct discipline. Risk-reward from $194.82 is 0.68:1 (below 2:1 minimum). 8 consecutive negative MACD bars = no floor, band-walking risk. Rare earth 2027 with 2-month stockpile is NOT priced. GTF multi-year open-ended. Goodwill $85.2B / negative tangible book = structural fragility. Q2 FCF -$194M. Wait for $172-$175.", + "neutral_argument": "Risk-reward from $194 is 1.35:1 - below 2:1 minimum. Rare earth 2027 is binary risk deserving reduced Tranche 1 sizing (~40% of position). Staged entry: Tranche 1 at $185-$187 (40% size), Tranche 2 at $172-$175 (60%). Hold here with pre-defined triggers. Anduril deal signals structural long-term headwind." + }, + "investment_plan": "RECOMMENDATION: BUY (Staged Entry). Staged entry: Tranche 1 (30%) at $185-$187, Tranche 2 (40%) at $172-$175 near 200-SMA, Tranche 3 (30%) reserve below $170 or redeploy on 50-SMA reclaim. Hard stop at $158. 12-month target $220-$235. 24-month target $255-$270. Holding period 18-36 months. Monitor GTF liability and rare earth supply quarterly.", + "final_trade_decision": "HOLD. Deploy capital in stages on weakness: Tranche 1 at $185-$187 (40% of intended position, reduced for rare earth binary risk). Tranche 2 at $172-$175 near 200-SMA (remaining 60%). Hard stop at $158. 12-month target $220-$235. 18-month horizon. Risk-reward at current price (0.68:1) does not meet 2:1 threshold. Three structural risks require monitoring: goodwill/negative tangible book, GTF open-ended liability, rare earth 2027 binary deadline. Long-term thesis intact: RTX as monopoly-class defense platform with 51% forward EPS growth and $21.6B backlog." + } +} \ No newline at end of file