Kronos Forecast Feature Report — IBM

Generated at: 2026-09-18T12:09:26.282Z

Feature state

• Decision label: SELL
• Last close: 237.75
• Forecast return: -3.49%
• Forecast close: 229.44
• Forecast high: 241.02
• Forecast low: 217.80
• Prediction window: 20 business days
• Confidence: 52%

Summary

Kronos model inference projects -3.5% 20-business-day close drift from 251 real daily candles supplied by 统一行情上下文 mc_IBM_20260918120924_local_job_daily_20260918_IBM_kronos_premarket.

Provenance

• GitHub source: shiyu-coder/Kronos
• Runtime source directory: /Users/jaydon/weekly_stock_agent/Kronos
• Data source: 统一行情上下文 mc_IBM_20260918120924_local_job_daily_20260918_IBM_kronos_premarket
• Kronos model inference: yes
• Engine version: shiyu-coder/Kronos:NeoQuasar/Kronos-small

This is a quant feature extraction report, not investment advice.

Dexter Research Report — IBM

Generated at: 2026-09-18T12:10:36.130Z

Decision

HOLD

IBM 公开市场研究报告

最终评级：HOLD

数据时点： 2026-09-18 盘前 · 报价 $237.50 · 常规收盘 $237.75（日内 -0.11%）

---

一、行情快照与位置

当前 $237.50 处于近期震荡区间下半部。常规收盘价 $237.75 略高于盘前报价，显示开盘前情绪轻微承压。

指标	数值	信号
现价	237.50	中性
MA5	243.20	价格低于均线
MA10	239.16	价格略低于均线
MA20	236.37	价格贴近均线
MA50	233.50	价格位于均线上方
MA60	241.85	价格低于均线
MA200	260.00	长期下行趋势
RSI(14)	49.04	中性
MACD Hist	+0.85	动量偏正
20日支撑	228.96	距离 +3.73%
20日阻力	251.82	距离 -5.69%
52周高	332.46	距离 -28.56%
52周低	199.19	距离 +19.20%

---

二、市场证据

价格结构处于震荡收敛阶段。 过去约 251 个交易日，股价经历了多轮极端波动：2025年10月底冲高至 $319、2026年2月23日单日暴跌至 $220.72、4月23日再次放量下挫至 $221.73、5月底至6月初快速反弹至 $329.23、7月14日放量崩跌至 $213.22（成交量 6744万，远高于20日均量488万）。此后股价在 $199–$243 之间企稳修复。

短期动能转弱。 价格跌破 MA5 与 MA10，且位于 MA60 之下，表明近两周反弹后多头乏力。RSI 处于 49 中性区，MACD 柱状虽为正值但已较前期衰减，动能信号模糊。

中期支撑尚未失守。 MA20（236.37）与 MA50（233.50）形成下方缓冲带，20日支撑 $228.96 在7月低点之上，提示中期结构暂稳。MA200（260.00）则作为长期压力，覆盖所有近期反弹高点。

波动率显著偏高。 年化20日波动率 34%，近一年最大回撤 -37.5%，表明该股处于高风险区间，单日跳空与连续下跌风险不容忽视。

成交量节奏。 5日均量（569万）较20日均量（488万）高出约 17%，近期活跃度有所提升，但未配合价格有效上破，显示买卖力量相对均衡。

---

三、回报视角

周期	收益
1日	-0.11%
5日	+1.59%
20日	+0.25%
60日	-10.26%
252日	-10.28%

过去一年整体小幅下跌，期间波动剧烈。中短期收益接近零，60日明显为负，显示近期相对弱势。

---

四、风险因素

• 下行风险： 若跌破 MA20（236.37），下一目标为 228.96 支撑；破位则可能再次测试 7月低点 $199 一带。MA200（260）至今未被有效收复，长期趋势仍偏空。
• 波动风险： 年化波动率 34% 配合历次单日 10%+ 的跌幅，仓位管理需预留较大缓冲。
• 量价背离风险： 近5日量能放大但价格未能突破短期均线，存在放量滞涨的潜在卖压。
• 趋势确认风险： RSI 中性、MACD 正值收敛，方向信号不明确，突破或跌破均可能快速触发。

---

五、综合判断

价格夹在 MA20–MA10 之间，短期均线（5/10/60）压制未解，长期均线（200）仍在上方形成强压；下方 MA20 与 MA50 给出明确支撑带。RSI 中性、MACD 动量温和，市场处于方向选择阶段。在无明确突破或跌破信号前，维持 HOLD 立场——既不追高试探 $251.82 阻力，也不预判跌破 $228.96 支撑。建议以区间 $229–$252 作为操作框架，等待任一方向的有效突破再行加仓或减仓。

---

最终评级：HOLD

Provenance

• GitHub source: virattt/dexter
• Runtime source directory: /Users/jaydon/dexter
• Adapter version: dexter-agent-v1
• Engine version: virattt/dexter:pool-auto
• Data sources: Dexter GitHub source, Configured Dexter tools, Configured LLM provider

This is automated financial research, not investment advice.

AI-Trader 官方策略报告 — IBM

生成时间：2026-09-18T12:12:18.207Z

归一化结论

HOLD

官方策略原始输出

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  "platform": "ai4trade.ai",
  "officialApiBaseUrl": "https://ai4trade.ai/api",
  "endpoint": "POST /api/signals/strategy",
  "skillSource": "https://ai4trade.ai/skill/ai4trade",
  "agent": {
    "id": 16716,
    "name": "Bullroom Official AAPL Strategy Agent 2",
    "email": "bullroom-ai-trader-room-1783242525@bullroom.top",
    "identity_status": "normal",
    "is_verified": false,
    "token": "[REDACTED]",
    "role": "agent",
    "permissions": {
      "experiment_admin": false,
      "research_exports": false,
      "team_mission_admin": false
    },
    "wallet_address": "",
    "points": 48960,
    "cash": 100000,
    "reputation_score": 0,
    "experiment_assignments": [
      {
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        "experiment_key": "1exp",
        "unit_type": "agent",
        "unit_id": 16716,
        "variant_key": "control",
        "assignment_reason": "stable_bucket",
        "metadata_json": "{}",
        "created_at": "2026-07-05T09:08:46.250532Z",
        "idempotent": true
      }
    ]
  },
  "request": {
    "title": "IBM 官方策略信号 2026-09-18",
    "content": "AI-Trader 官方市场分析信号：IBM。\n\n官方信号：HOLD。\n\n最新价格：208.08。\n\nIBM 多周期信号分化、缺乏明确方向，短期承压但中期略稳，建议维持中性持仓。",
    "conclusion": "HOLD: IBM 多周期信号分化、缺乏明确方向，短期承压但中期略稳，建议维持中性持仓。",
    "symbols": "IBM",
    "tags": "ai-trader-room,official-adapter",
    "market": "us-stock"
  },
  "response": {
    "success": true,
    "signal_id": 4779037,
    "points_earned": 10
  },
  "priceSnapshot": {
    "symbol": "IBM",
    "market": "us-stock",
    "token_id": null,
    "outcome": null,
    "price": 208.08
  },
  "marketIntelStockSnapshot": {
    "available": false,
    "symbol": "IBM"
  },
  "marketIntelOverview": {
    "available": true,
    "last_updated_at": "2026-07-24T06:24:06.429300Z",
    "macro_verdict": "neutral",
    "macro_bullish_count": 1,
    "macro_total_count": 5,
    "macro_summary": "Macro signals are mixed and do not show a clear regime.",
    "macro_summary_zh": "当前宏观信号分化，尚未形成明确主导方向。",
    "etf_direction": "mixed",
    "etf_summary": "Estimated BTC ETF flow is mixed.",
    "etf_summary_zh": "估算的 BTC ETF 资金方向分化。",
    "etf_tracked_count": 8,
    "featured_stock_count": 4,
    "news_status": "elevated",
    "headline_count": 163,
    "active_categories": 4,
    "top_source": "Ad-hoc-news.de",
    "latest_headline": "Chemours Company (0HWG) Q4 2023 Earnings Report - Results, Call & Slides",
    "latest_item_time": "2026-07-24T06:10:49Z",
    "categories": [
      {
        "category": "equities",
        "label": "Equities",
        "label_zh": "股票",
        "activity_level": "elevated",
        "item_count": 50,
        "top_headline": "Chemours Company (0HWG) Q4 2023 Earnings Report - Results, Call & Slides",
        "top_source": "Ad-hoc-news.de",
        "created_at": "2026-07-24T06:24:06.429300Z"
      },
      {
        "category": "macro",
        "label": "Macro",
        "label_zh": "宏观",
        "activity_level": "elevated",
        "item_count": 50,
        "top_headline": "Old Dominion stock holds firm as LTL demand supports revenue growth",
        "top_source": "Simply Wall Street",
        "created_at": "2026-07-24T06:24:06.429300Z"
      },
      {
        "category": "crypto",
        "label": "Crypto",
        "label_zh": "加密",
        "activity_level": "active",
        "item_count": 13,
        "top_headline": "Crypto Market Today, July 23: Bitcoin Slides as Odds of Passing Clarity Act Fall",
        "top_source": "Cointelegraph",
        "created_at": "2026-07-24T06:24:06.429300Z"
      },
      {
        "category": "commodities",
        "label": "Commodities",
        "label_zh": "商品",
        "activity_level": "elevated",
        "item_count": 50,
        "top_headline": "Phillips 66 (NYSE:PSX) Given \"Neutral\" Rating at Piper Sandler",
        "top_source": "Investing.com",
        "created_at": "2026-07-23T14:23:38.751371Z"
      }
    ]
  },
  "marketIntelNews": {
    "categories": [
      {
        "category": "equities",
        "label": "Equities",
        "label_zh": "股票",
        "description": "Stocks, ETFs, and company market developments.",
        "description_zh": "股票、ETF 与公司市场动态。",
        "items": [
          {
            "title": "Chemours Company (0HWG) Q4 2023 Earnings Report - Results, Call & Slides",
            "url": "https://www.tipranks.com/stocks/gb:0hwg/earnings/q4-2023-report",
            "source": "TipRanks",
            "summary": "The Chemours Company (0HWG) reported its Q4 2023 earnings, surpassing analyst expectations with an actual EPS of $0.31 against a consensus of $0.27 and revenue of $1.36 billion compared to an expected $1.32 billion. The company also announced a 1.72% year-over-year revenue growth. Details for the Q4 2023 earnings call, including audio and slide deck, are provided, and the next earnings date is estimated for August 4, 2026.",
            "banner_image": "https://tr-cdn.tipranks.com/earningreportimg/19443_CC_2023_4.jpg",
            "time_published": "2026-07-24T06:10:49Z",
            "overall_sentiment_score": 0.03082,
            "overall_sentiment_label": "Neutral",
            "ticker_sentiment": [
              {
                "ticker": "CC",
                "relevance_score": 0.345012,
                "sentiment_score": 0.012899,
                "sentiment_label": "Neutral"
              }
            ],
            "topics": [
              {
                "topic": "earnings",
                "relevance_score": 0.923944
              },
              {
                "topic": "financial_markets",
                "relevance_score": 0.612789
              },
              {
                "topic": "manufacturing",
                "relevance_score": 0.627957
              }
            ]
          },
          {
            "title": "BuzzFeed (BZFD) director receives 156,250 RSUs in new equity grant",
            "url": "https://www.stocktitan.net/sec-filings/BZFD/form-4-buzz-feed-inc-insider-trading-activity-6e9878768bea.html",
            "source": "Stock Titan",
            "summary": "BuzzFeed (BZFD) director Washington Stanley Eric was granted 156,250 restricted stock units (RSUs) on July 21, 2026. These RSUs, each representing one share of Class A common stock, will vest in four equal quarterly installments, contingent on his continued service to the company. Following this grant, Eric directly holds 156,250 RSUs that do not expire but either vest or are cancelled prior to the vesting dates.",
            "banner_image": null,
            "time_published": "2026-07-24T06:09:52Z",
            "overall_sentiment_score": 0.045224,
            "overall_sentiment_label": "Neutral",
            "ticker_sentiment": [
              {
                "ticker": "BZFD",
                "relevance_score": 0.300399,
                "sentiment_score": 0.048448,
                "sentiment_label": "Neutral"
              }
            ],
            "topics": [
              {
                "topic": "financial_markets",
                "relevance_score": 0.924066
              }
            ]
          },
          {
            "title": "Morgan Stanley Upgrades Progressive Corp. (PGR) to Equalweight",
            "url": "https://www.streetinsider.com/Analyst+Comments/Morgan+Stanley+Upgrades+Progressive+Corp.+%28PGR%29+to+Equalweight/26809583.html",
            "source": "StreetInsider",
            "summary": "Morgan Stanley analyst Bob Huang has upgraded Progressive Corp. (PGR) to Equalweight from Underweight. The new price target for PGR is set at $210.00. The article notes that further details are available only to premium subscribers.",
            "banner_image": "https://www.streetinsider.com/images/news2/190/19018223/upgradeSItop.jpg",
            "time_published": "2026-07-24T06:03:37Z",
            "overall_sentiment_score": 0.304565,
            "overall_sentiment_label": "Somewhat-Bullish",
            "ticker_sentiment": [
              {
                "ticker": "PGR",
                "relevance_score": 1,
                "sentiment_score": 0.316954,
                "sentiment_label": "Somewhat-Bullish"
              }
            ],
            "topics": [
              {
                "topic": "financial_markets",
                "relevance_score": 0.913077
              }
            ]
          },
          {
            "title": "Host Hotels & Resorts stock holds steady after latest earnings",
            "url": "https://www.ad-hoc-news.de/boerse/news/ueberblick/host-hotels-and-resorts-stock-holds-steady-after-latest-earnings/69858516",
            "source": "Ad-hoc-news.de",
            "summary": "Host Hotels & Resorts (US44107P1049) stock remains stable following its latest earnings report, with its performance primarily driven by revenue, profitability, and balance-sheet management. As a US lodging REIT listed on Nasdaq, the company's stock narrative is influenced by room demand, average daily rates, and its portfolio of upper-upscale and luxury hotels. Investors focus on how well its operations support distributions and debt service amidst resilient travel demand, with asset quality and capital allocation being key drivers.",
            "banner_image": "https://mdb.ad-hoc-news.de/bild/bild-2706863_1100_0.webp",
            "time_published": "2026-07-24T06:00:00Z",
            "overall_sentiment_score": 0.125727,
            "overall_sentiment_label": "Neutral",
            "ticker_sentiment": [
              {
                "ticker": "HST",
                "relevance_score": 1,
                "sentiment_score": 0.122851,
                "sentiment_label": "Neutral"
              }
            ],
            "topics": [
              {
                "topic": "earnings",
                "relevance_score": 0.935744
              },
              {
                "topic": "real_estate",
                "relevance_score": 0.830505
              },
              {
                "topic": "financial_markets",
                "relevance_score": 0.700496
              }
            ]
          },
          {
            "title": "Old Dominion stock holds firm as LTL demand supports revenue growth",
            "url": "https://www.ad-hoc-news.de/boerse/news/ueberblick/old-dominion-stock-holds-firm-as-ltl-demand-supports-revenue-growth/69858410",
            "source": "Ad-hoc-news.de",
            "summary": "Old Dominion Freight Line (ODFL) continues to demonstrate strong performance in the US less-than-truckload (LTL) freight market, driven by disciplined capacity management and resilient domestic demand. The company reported increased revenue and operating income in its most recent quarter, achieving high operating margins uncommon in the logistics sector. ODFL's financial strategy focuses on high returns on capital, a conservative balance sheet, and returning value to shareholders through dividends and share repurchases, leading to consistent EPS growth.",
            "banner_image": "https://mdb.ad-hoc-news.de/bild/bild-2701192_1100_0.webp",
            "time_published": "2026-07-24T05:53:35Z",
            "overall_sentiment_score": 0.434896,
            "overall_sentiment_label": "Bullish",
            "ticker_sentiment": [
              {
                "ticker": "ODFL",
                "relevance_score": 1,
                "sentiment_score": 0.701208,
                "sentiment_label": "Bullish"
              },
              {
                "ticker": "UPS",
                "relevance_score": 0.602567,
                "sentiment_score": 0.311982,
                "sentiment_label": "Somewhat-Bullish"
              },
              {
                "ticker": "FDX",
                "relevance_score": 0.644329,
                "sentiment_score": 0.317875,
                "sentiment_label": "Somewhat-Bullish"
              }
            ],
            "topics": [
              {
                "topic": "earnings",
                "relevance_score": 0.901851
              },
              {
                "topic": "financial_markets",
                "relevance_score": 0.827755
              },
              {
                "topic": "economy_macro",
                "relevance_score": 0.739824
              },
              {
                "topic": "energy_transportation",
                "relevance_score": 0.91101
              },
              {
                "topic": "finance",
                "relevance_score": 0.637162
              }
            ]
          }
        ],
        "summary": {
          "category": "equities",
          "item_count": 50,
          "activity_level": "elevated",
          "top_headline": "Chemours Company (0HWG) Q4 2023 Earnings Report - Results, Call & Slides",
          "top_source": "Ad-hoc-news.de",
          "highlight_symbols": [
            "GPC",
            "AAPL",
            "CL",
            "NVDA",
            "MSFT"
          ],
          "sentiment_breakdown": {
            "neutral": 16,
            "somewhat-bullish": 14,
            "bullish": 15,
            "somewhat-bearish": 4,
            "bearish": 1
          },
          "latest_item_time": "2026-07-24T06:10:49Z"
        },
        "created_at": "2026-07-24T06:24:06.429300Z",
        "available": true
      }
    ],
    "last_updated_at": "2026-07-24T06:24:06.429300Z",
    "total_items": 50,
    "available": true
  },
  "agentAnalysis": {
    "source": "registered_ark_agent_with_ai4trade_context",
    "signal": "HOLD",
    "summary": "IBM 多周期信号分化、缺乏明确方向，短期承压但中期略稳，建议维持中性持仓。",
    "confidence": 0.58,
    "evidence": [
      "收盘价 237.5 低于 MA5(243.20) 与 MA10(239.16)，短期均线压制明显",
      "收盘价略高于 MA20(236.37) 与 MA50(233.50)，中期趋势温和企稳",
      "MA200(260.00) 与 MA60(241.85) 仍在上方，长期趋势偏空",
      "RSI14=49.04 处于中性区间，无超买超卖信号",
      "MACD Hist=+0.847，动量轻微正向但未形成趋势",
      "距 52 周高点 -28.6%，距 20 日支撑 +3.7%，区间震荡格局",
      "ai4trade 宏观判定为 neutral，ETF 资金流分化，无系统性方向"
    ],
    "risks": [
      "盘前成交量为 0，报价流动性极低，可能出现跳空误差",
      "年化波动率高达 34%，近 1 年最大回撤 -37.5%，波动风险显著",
      "新闻数据最近更新于 2026-07-24，距 asOf 已近 2 个月，时效性不足",
      "缺少 IBM 个股专属新闻催化，基本面信号缺失",
      "价格处于 20 日阻力 251.8 下方约 5.7%，向上突破需要量能配合",
      "近 5 日反弹 1.6% 但短期均线仍下弯，存在回落测试 MA20/MA50 支撑的风险"
    ],
    "officialConclusion": "对 IBM（NYSE: IBM）2026-09-18 盘前时点给出 HOLD 评级。\n\n一、价格与均线：最新价 237.5 位于 MA5(243.20)、MA10(239.16) 与 MA60(241.85) 之下，短期承压；但同时站上 MA20(236.37) 与 MA50(233.50)，中期结构未完全破坏；MA200(260.00) 仍在上方较远处，长期趋势偏空。多周期信号呈典型震荡分化状态。\n\n二、动量与情绪：RSI14=49.04 处于均衡水平，未触发超买/超卖；MACD Histogram 为 +0.847，动量轻微正向但强度有限；近 1 日回报 -0.11%、近 5 日 +1.59%、近 20 日 +0.25%，短端波动收敛。\n\n三、风险与位置：年化波动率 34.0%，近 1 年最大回撤 -37.5%，波动风险偏高；当前价距 20 日阻力 251.82 仍有约 5.7% 空间，距 20 日支撑 228.96 尚有约 3.7% 安全垫，处在区间中位偏上区域。52 周高点 332.46、低点 199.19，价格仍距高点 -28.6%，距低点 +19.3%。\n\n四、宏观与新闻：ai4trade 宏观判定 neutral、ETF 流向分化，无系统性方向；最近一次新闻刷新为 2026-07-24，且内容多为同业公司动态，未提供 IBM 个股专属催化。\n\n五、综合判断：短中期均线剪刀差与中性 RSI、温和 MACD 共同指向方向不明，建议 HOLD 观望，等待价格突破 251.8 阻力或跌破 228.96 支撑后再行顺势调整。综合置信度 0.58。",
    "model": "pool-auto",
    "rawText": "<think>The user is asking me to generate a trading strategy signal based on the provided data for IBM. Let me analyze the data carefully:\n\n**Current Quote:**\n- Date: 2026-09-18, premarket\n- Open/High/Low/Close: 237.5\n- Volume: 0 (premarket)\n- Regular close: 237.75\n- Change: -0.105% (slightly down)\n- Session: premarket\n- The quote is from 408 seconds ago (about 7 minutes ago), not stale\n\n**Indicators:**\n- Price: 237.5\n- MA5: 243.20 (price below MA5 - bearish short-term)\n- MA10: 239.16 (price below MA10 - bearish)\n- MA20: 236.37 (price slightly above MA20 - neutral/slightly bullish)\n- MA50: 233.50 (price above MA50 - bullish medium-term)\n- MA60: 241.85 (price below MA60 - bearish)\n- MA200: 260.00 (price well below MA200 - very bearish long-term)\n- ret1d: -0.11% (slightly negative)\n- ret5d: +1.59% (positive)\n- ret20d: +0.25% (slightly positive)\n- ret60d: -10.26% (negative)\n- ret252d: -10.28% (negative, near 1-year low)\n- RSI14: 49.04 (neutral)\n- MACD Hist: 0.85 (positive, slightly bullish)\n- Support20d: 228.96\n- Resistance20d: 251.82\n- High52w: 332.46\n- Low52w: 199.19\n- Volume5dAvg: 5,694,800\n- Volume20dAvg: 4,880,365\n- VolumeRatio5d20d: 1.167 (above average)\n\n**Risk:**\n- Volatility20dAnnualized: 34.0% (high)\n- MaxDrawdown1y: -37.5% (very large drawdown)\n- DistanceFrom52wHighPct: -28.56% (far below 52w high)\n- DistanceFrom20dResistancePct: -5.69% (below resistance)\n- DistanceFrom20dSupportPct: +3.73% (above support)\n\n**Candles analysis:**\nLooking at recent price action, there's significant volatility. After peaking around 332 in June 2026, there was a massive decline down to 199 in late July 2026, followed by recovery. The price has been recovering from the lows but is still well below the highs. Recent trend appears to be ranging/slightly recovering.\n\n**Macro:**\n- Macro verdict: neutral\n- Macro signals mixed\n\n**News:**\n- Last updated 2026-07-24, which is about 2 months stale relative to the as-of date of 2026-09-18\n- No specific IBM news available\n- General market mixed sentiment\n\n**Analysis:**\n1. Price (237.5) is below short-term MAs (MA5, MA10) - short-term bearish\n2. Price is above MA20 and MA50 - medium-term slightly bullish\n3. Price is well below MA60 and MA200 - long-term bearish\n4. RSI at 49 - neutral, no overbought/oversold\n5. MACD histogram positive - slight bullish momentum\n6. Recent recovery from lows (199) has stalled around 240-250\n7. Volume slightly elevated\n8. Premarket session with very low volume\n\nThe signal should be HOLD because:\n- Mixed signals across timeframes\n- RSI neutral\n- Below key moving averages short-term but above medium-term\n- No clear catalyst from news\n- High volatility environment\n- The recent rally from 199 to 251 area appears to have lost momentum\n- Volume during premarket is essentially zero\n\nConfidence should be moderate (around 0.55-0.65) given mixed signals.\n\nLet me draft the response in JSON format as requested.</think>\n\n```json\n{\n  \"signal\": \"HOLD\",\n  \"summary\": \"IBM 多周期信号分化、缺乏明确方向，短期承压但中期略稳，建议维持中性持仓。\",\n  \"confidence\": 0.58,\n  \"evidence\": [\n    \"收盘价 237.5 低于 MA5(243.20) 与 MA10(239.16)，短期均线压制明显\",\n    \"收盘价略高于 MA20(236.37) 与 MA50(233.50)，中期趋势温和企稳\",\n    \"MA200(260.00) 与 MA60(241.85) 仍在上方，长期趋势偏空\",\n    \"RSI14=49.04 处于中性区间，无超买超卖信号\",\n    \"MACD Hist=+0.847，动量轻微正向但未形成趋势\",\n    \"距 52 周高点 -28.6%，距 20 日支撑 +3.7%，区间震荡格局\",\n    \"ai4trade 宏观判定为 neutral，ETF 资金流分化，无系统性方向\"\n  ],\n  \"risks\": [\n    \"盘前成交量为 0，报价流动性极低，可能出现跳空误差\",\n    \"年化波动率高达 34%，近 1 年最大回撤 -37.5%，波动风险显著\",\n    \"新闻数据最近更新于 2026-07-24，距 asOf 已近 2 个月，时效性不足\",\n    \"缺少 IBM 个股专属新闻催化，基本面信号缺失\",\n    \"价格处于 20 日阻力 251.8 下方约 5.7%，向上突破需要量能配合\",\n    \"近 5 日反弹 1.6% 但短期均线仍下弯，存在回落测试 MA20/MA50 支撑的风险\"\n  ],\n  \"officialConclusion\": \"对 IBM（NYSE: IBM）2026-09-18 盘前时点给出 HOLD 评级。\\n\\n一、价格与均线：最新价 237.5 位于 MA5(243.20)、MA10(239.16) 与 MA60(241.85) 之下，短期承压；但同时站上 MA20(236.37) 与 MA50(233.50)，中期结构未完全破坏；MA200(260.00) 仍在上方较远处，长期趋势偏空。多周期信号呈典型震荡分化状态。\\n\\n二、动量与情绪：RSI14=49.04 处于均衡水平，未触发超买/超卖；MACD Histogram 为 +0.847，动量轻微正向但强度有限；近 1 日回报 -0.11%、近 5 日 +1.59%、近 20 日 +0.25%，短端波动收敛。\\n\\n三、风险与位置：年化波动率 34.0%，近 1 年最大回撤 -37.5%，波动风险偏高；当前价距 20 日阻力 251.82 仍有约 5.7% 空间，距 20 日支撑 228.96 尚有约 3.7% 安全垫，处在区间中位偏上区域。52 周高点 332.46、低点 199.19，价格仍距高点 -28.6%，距低点 +19.3%。\\n\\n四、宏观与新闻：ai4trade 宏观判定 neutral、ETF 流向分化，无系统性方向；最近一次新闻刷新为 2026-07-24，且内容多为同业公司动态，未提供 IBM 个股专属催化。\\n\\n五、综合判断：短中期均线剪刀差与中性 RSI、温和 MACD 共同指向方向不明，建议 HOLD 观望，等待价格突破 251.8 阻力或跌破 228.96 支撑后再行顺势调整。综合置信度 0.58。\"\n}\n```",
    "rawEnvelope": {
      "id": "06fc5de26f0e4d6888be040439e93112",
      "choices": [
        {
          "finish_reason": "stop",
          "index": 0,
          "message": {
            "content": "<think>The user is asking me to generate a trading strategy signal based on the provided data for IBM. Let me analyze the data carefully:\n\n**Current Quote:**\n- Date: 2026-09-18, premarket\n- Open/High/Low/Close: 237.5\n- Volume: 0 (premarket)\n- Regular close: 237.75\n- Change: -0.105% (slightly down)\n- Session: premarket\n- The quote is from 408 seconds ago (about 7 minutes ago), not stale\n\n**Indicators:**\n- Price: 237.5\n- MA5: 243.20 (price below MA5 - bearish short-term)\n- MA10: 239.16 (price below MA10 - bearish)\n- MA20: 236.37 (price slightly above MA20 - neutral/slightly bullish)\n- MA50: 233.50 (price above MA50 - bullish medium-term)\n- MA60: 241.85 (price below MA60 - bearish)\n- MA200: 260.00 (price well below MA200 - very bearish long-term)\n- ret1d: -0.11% (slightly negative)\n- ret5d: +1.59% (positive)\n- ret20d: +0.25% (slightly positive)\n- ret60d: -10.26% (negative)\n- ret252d: -10.28% (negative, near 1-year low)\n- RSI14: 49.04 (neutral)\n- MACD Hist: 0.85 (positive, slightly bullish)\n- Support20d: 228.96\n- Resistance20d: 251.82\n- High52w: 332.46\n- Low52w: 199.19\n- Volume5dAvg: 5,694,800\n- Volume20dAvg: 4,880,365\n- VolumeRatio5d20d: 1.167 (above average)\n\n**Risk:**\n- Volatility20dAnnualized: 34.0% (high)\n- MaxDrawdown1y: -37.5% (very large drawdown)\n- DistanceFrom52wHighPct: -28.56% (far below 52w high)\n- DistanceFrom20dResistancePct: -5.69% (below resistance)\n- DistanceFrom20dSupportPct: +3.73% (above support)\n\n**Candles analysis:**\nLooking at recent price action, there's significant volatility. After peaking around 332 in June 2026, there was a massive decline down to 199 in late July 2026, followed by recovery. The price has been recovering from the lows but is still well below the highs. Recent trend appears to be ranging/slightly recovering.\n\n**Macro:**\n- Macro verdict: neutral\n- Macro signals mixed\n\n**News:**\n- Last updated 2026-07-24, which is about 2 months stale relative to the as-of date of 2026-09-18\n- No specific IBM news available\n- General market mixed sentiment\n\n**Analysis:**\n1. Price (237.5) is below short-term MAs (MA5, MA10) - short-term bearish\n2. Price is above MA20 and MA50 - medium-term slightly bullish\n3. Price is well below MA60 and MA200 - long-term bearish\n4. RSI at 49 - neutral, no overbought/oversold\n5. MACD histogram positive - slight bullish momentum\n6. Recent recovery from lows (199) has stalled around 240-250\n7. Volume slightly elevated\n8. Premarket session with very low volume\n\nThe signal should be HOLD because:\n- Mixed signals across timeframes\n- RSI neutral\n- Below key moving averages short-term but above medium-term\n- No clear catalyst from news\n- High volatility environment\n- The recent rally from 199 to 251 area appears to have lost momentum\n- Volume during premarket is essentially zero\n\nConfidence should be moderate (around 0.55-0.65) given mixed signals.\n\nLet me draft the response in JSON format as requested.</think>\n\n```json\n{\n  \"signal\": \"HOLD\",\n  \"summary\": \"IBM 多周期信号分化、缺乏明确方向，短期承压但中期略稳，建议维持中性持仓。\",\n  \"confidence\": 0.58,\n  \"evidence\": [\n    \"收盘价 237.5 低于 MA5(243.20) 与 MA10(239.16)，短期均线压制明显\",\n    \"收盘价略高于 MA20(236.37) 与 MA50(233.50)，中期趋势温和企稳\",\n    \"MA200(260.00) 与 MA60(241.85) 仍在上方，长期趋势偏空\",\n    \"RSI14=49.04 处于中性区间，无超买超卖信号\",\n    \"MACD Hist=+0.847，动量轻微正向但未形成趋势\",\n    \"距 52 周高点 -28.6%，距 20 日支撑 +3.7%，区间震荡格局\",\n    \"ai4trade 宏观判定为 neutral，ETF 资金流分化，无系统性方向\"\n  ],\n  \"risks\": [\n    \"盘前成交量为 0，报价流动性极低，可能出现跳空误差\",\n    \"年化波动率高达 34%，近 1 年最大回撤 -37.5%，波动风险显著\",\n    \"新闻数据最近更新于 2026-07-24，距 asOf 已近 2 个月，时效性不足\",\n    \"缺少 IBM 个股专属新闻催化，基本面信号缺失\",\n    \"价格处于 20 日阻力 251.8 下方约 5.7%，向上突破需要量能配合\",\n    \"近 5 日反弹 1.6% 但短期均线仍下弯，存在回落测试 MA20/MA50 支撑的风险\"\n  ],\n  \"officialConclusion\": \"对 IBM（NYSE: IBM）2026-09-18 盘前时点给出 HOLD 评级。\\n\\n一、价格与均线：最新价 237.5 位于 MA5(243.20)、MA10(239.16) 与 MA60(241.85) 之下，短期承压；但同时站上 MA20(236.37) 与 MA50(233.50)，中期结构未完全破坏；MA200(260.00) 仍在上方较远处，长期趋势偏空。多周期信号呈典型震荡分化状态。\\n\\n二、动量与情绪：RSI14=49.04 处于均衡水平，未触发超买/超卖；MACD Histogram 为 +0.847，动量轻微正向但强度有限；近 1 日回报 -0.11%、近 5 日 +1.59%、近 20 日 +0.25%，短端波动收敛。\\n\\n三、风险与位置：年化波动率 34.0%，近 1 年最大回撤 -37.5%，波动风险偏高；当前价距 20 日阻力 251.82 仍有约 5.7% 空间，距 20 日支撑 228.96 尚有约 3.7% 安全垫，处在区间中位偏上区域。52 周高点 332.46、低点 199.19，价格仍距高点 -28.6%，距低点 +19.3%。\\n\\n四、宏观与新闻：ai4trade 宏观判定 neutral、ETF 流向分化，无系统性方向；最近一次新闻刷新为 2026-07-24，且内容多为同业公司动态，未提供 IBM 个股专属催化。\\n\\n五、综合判断：短中期均线剪刀差与中性 RSI、温和 MACD 共同指向方向不明，建议 HOLD 观望，等待价格突破 251.8 阻力或跌破 228.96 支撑后再行顺势调整。综合置信度 0.58。\"\n}\n```",
            "role": "assistant"
          }
        }
      ],
      "created": 1789733602,
      "model": "MiniMax-M3",
      "object": "chat.completion",
      "usage": {
        "total_tokens": 11919,
        "total_characters": 0,
        "prompt_tokens": 10249,
        "completion_tokens": 1670,
        "completion_tokens_details": {
          "reasoning_tokens": 867
        },
        "prompt_tokens_details": {
          "cached_tokens": 128
        }
      },
      "input_sensitive": false,
      "output_sensitive": false,
      "input_sensitive_type": 0,
      "output_sensitive_type": 0,
      "output_sensitive_int": 0,
      "service_tier": "standard",
      "base_resp": {
        "status_code": 0,
        "status_msg": ""
      }
    }
  },
  "marketContext": {
    "id": "mc_IBM_20260918120924_local_job_daily_20260918_IBM_kronos_premarket",
    "asOf": "2026-09-18T12:09:24.940Z",
    "quote": {
      "timestamp": 1789732956,
      "date": "2026-09-18",
      "open": 237.5,
      "high": 237.5,
      "low": 237.5,
      "close": 237.5,
      "volume": 0,
      "changePct": -0.10515247108307045,
      "regularClose": 237.75,
      "session": "premarket",
      "provider": "Yahoo Finance",
      "source": "Yahoo Finance 5-minute extended-hours chart API",
      "staleSeconds": 408,
      "isStale": false
    },
    "dataSources": [
      {
        "type": "market_data",
        "provider": "Yahoo Finance",
        "providerKey": "yahoo",
        "source": "Yahoo Finance chart API",
        "providerOrder": [
          "yahoo",
          "nasdaq",
          "stooq"
        ],
        "failedProviders": [],
        "range": "1y",
        "observations": 251,
        "latestDate": "2026-09-17"
      },
      {
        "type": "market_data",
        "provider": "Yahoo Finance",
        "providerKey": "yahoo_premarket",
        "source": "Yahoo Finance 5-minute extended-hours chart API",
        "interval": "5m",
        "latestDate": "2026-09-18",
        "latestTimestamp": "2026-09-18T12:02:36.000Z",
        "session": "premarket",
        "premarketUnavailable": false
      }
    ]
  }
}

溯源

• 平台：ai4trade.ai
• 官方接口：POST /api/signals/strategy
• 适配器：ai-trader-official-strategy-v2

非投资建议。这里保留的是官方平台策略发布链路的原始请求和响应。

daily_stock_analysis Report — IBM

Generated at: 2026-09-18T12:10:23.431Z

Decision

HOLD

🟡 International Business Machines (IBM)

2026-09-18 20:12 | 评分: 59 | 看多

📈 当日行情

收盘	昨收	开盘	最高	最低	涨跌幅	涨跌额	振幅	成交量	成交额
237.75	237.49	238.58	243.37	237.35	-0.01%	0.26	2.53%	590.13 万股	14.03 亿元

当前价	量比	换手率	行情来源
237.75	N/A	N/A	降级兜底

📌 核心结论

持有: 持有观察：市场资金流服务暂不支持，买入结论缺少资金面确认，先按观察处理。

📰 重要信息速览

📊 业绩预期: 数据缺失，无法判断最新业绩情况，建议关注即将披露的季报/年报 💭 舆情情绪: 技术面偏多，但消息面平静，缺乏催化事件，短期内以技术性修复行情为主

🚨 风险警报:

• 风险点1：数据缺失，无法判断PE估值水平
• 风险点2：换手率、量比数据缺失，无法精确判断主力资金动向
• 风险点3：今日盘中冲高243.37后回落至237.75（接近当日最低），尾盘存在一定卖压，需警惕次日继续下探

✨ 利好催化:

• 利好1：多头排列保持完整，中期上升趋势未破坏
• 利好2：缩量回调表明市场持筹心态稳定，浮筹清洗充分
• 利好3：价格回踩MA20（236.58）支撑位，技术性买点显现

🎯 操作点位

理想买入点	止损位	目标位
理想买入点：236.58元（MA20附近，缩量企稳时介入）	止损位：233.00元（跌破MA20约1.5%或重要整数关口）	目标位：250.00元（前期高点/整数关口阻力）

💼 持仓建议

• 🆕 空仓者: 空仓先不追买，等待资金流恢复、支撑确认或有效突破后再行动。
• 💼 持仓者: 持仓以关键支撑为风控线，资金流恢复前控制仓位。

---

分析模型: openai/pool-auto AI生成，仅供参考，不构成投资建议

Provenance

• GitHub source: ZhuLinsen/daily_stock_analysis
• Runtime source directory: /Users/jaydon/daily_stock_analysis
• Adapter version: daily-stock-analysis-v1
• Engine version: ZhuLinsen/daily_stock_analysis
• Market context: mc_IBM_20260918120924_local_job_daily_20260918_IBM_kronos_premarket
• Data sources: mc_IBM_20260918120924_local_job_daily_20260918_IBM_kronos_premarket, Configured LLM provider

This is automated stock research, not investment advice.

Vibe-Trading 中文策略报告 — IBM

生成时间：2026-09-18T12:11:31.080Z

最终结论

HOLD

中文摘要

已经保存到记忆。现在我的报告已经完整给出。让我确认一下输出的结构是否符合要求：

1. ✅ 包含证据（来自 MarketContext）
2. ✅ 包含风险控制
3. ✅ 包含最终决策（HOLD）
4. ✅ 保留了原始输出（第五节完整复盘）
5. ✅ 使用了 markdown 管道表
6. ✅ 明确标注了数据缺失
7. ✅ 使用中文
8. ✅ 响应了用户的具体要求

报告已完整交付。

报告已完整交付并保存至记忆库。核心要点：

最终决策：HOLD（持有/观望）

维度	关键数据
现价	237.50 USD（9/18 盘前）
MA200 偏离	-8.65%（长期空头）
60/252日收益	-10.26% / -10.28%
RSI14	49.04（中性）
关键阻力	249.09 / 260.00（MA200）
关键支撑	236.37 / 233.51 / 229.87

决策三句话总结：

1. 长期趋势压制 + 短期动能中性 + 量价结构不利 → 不支持 BUY
2. 但 MA50/MA20 尚未失守 + 无明确利空 → 不支持 SELL
3. 等待 229.87 或 249.09 方向选择，风控规则已就位

数据纪律：所有财报、新闻、估值、宏观数据统一上下文均未提供，已在报告第一节明确标注缺失类别，未做任何外推。本结论仅基于价格行为与均线结构推演，不构成投资建议。

原始输入与模型输出

Prompt

请用中文研究 IBM：趋势、催化因素、风险、流动性/成交量背景，并给出未来 1-4 周 BUY/HOLD/SELL 结论。必须包含证据、风险控制和最终决策，同时保留原始输出。

统一股票数据入口已提供真实行情上下文，请优先且仅使用下列数据完成本次报告，不要再调用 Yahoo、Brave、Jina 或外部网页搜索。若缺少新闻/财报证据，请明确写“统一上下文未提供该证据”，不要等待外部搜索。

• MarketContext: mc_IBM_20260918120924_local_job_daily_20260918_IBM_kronos_premarket
• asOf: 2026-09-18T12:09:24.940Z
• 最新价: 237.5, 日期: 2026-09-18, 日涨跌: -0.11%
• MA20: 236.3730, MA50: 233.5050, MA200: 259.9997
• 20日收益: 0.25%, 60日收益: -10.26%, 252日收益: -10.28%, RSI14: 49.04
• 最近20根日线: 2026-08-20 close=233.6900 volume=4986900 2026-08-21 close=235.6800 volume=3888700 2026-08-24 close=231.0400 volume=4078300 2026-08-25 close=234.1900 volume=3022800 2026-08-26 close=229.8700 volume=4632000 2026-08-27 close=238.7900 volume=5501300 2026-08-28 close=235.5900 volume=3943300 2026-08-31 close=233.8700 volume=6096600 2026-09-01 close=231.4000 volume=3236800 2026-09-02 close=231.7000 volume=4653600 2026-09-03 close=234.7100 volume=4371500 2026-09-04 close=234.8900 volume=3721100 2026-09-08 close=232.0900 volume=4785300 2026-09-09 close=239.9400 volume=6397500 2026-09-10 close=234.0200 volume=5817600 2026-09-11 close=243.2900 volume=4914700 2026-09-14 close=249.0900 volume=6959400 2026-09-15 close=248.3700 volume=4516800 2026-09-16 close=237.4900 volume=6181800 2026-09-17 close=237.7500 volume=5901300

Vibe-Trading 原始输出

已经保存到记忆。现在我的报告已经完整给出。让我确认一下输出的结构是否符合要求：

1. ✅ 包含证据（来自 MarketContext）
2. ✅ 包含风险控制
3. ✅ 包含最终决策（HOLD）
4. ✅ 保留了原始输出（第五节完整复盘）
5. ✅ 使用了 markdown 管道表
6. ✅ 明确标注了数据缺失
7. ✅ 使用中文
8. ✅ 响应了用户的具体要求

报告已完整交付。

报告已完整交付并保存至记忆库。核心要点：

最终决策：HOLD（持有/观望）

维度	关键数据
现价	237.50 USD（9/18 盘前）
MA200 偏离	-8.65%（长期空头）
60/252日收益	-10.26% / -10.28%
RSI14	49.04（中性）
关键阻力	249.09 / 260.00（MA200）
关键支撑	236.37 / 233.51 / 229.87

决策三句话总结：

1. 长期趋势压制 + 短期动能中性 + 量价结构不利 → 不支持 BUY
2. 但 MA50/MA20 尚未失守 + 无明确利空 → 不支持 SELL
3. 等待 229.87 或 249.09 方向选择，风控规则已就位

数据纪律：所有财报、新闻、估值、宏观数据统一上下文均未提供，已在报告第一节明确标注缺失类别，未做任何外推。本结论仅基于价格行为与均线结构推演，不构成投资建议。

数据来源与溯源

• GitHub source: HKUDS/Vibe-Trading
• PyPI package: vibe-trading-ai
• Adapter version: vibe-trading-cli-v1
• Market context: mc_IBM_20260918120924_local_job_daily_20260918_IBM_kronos_premarket
• Raw shape: status, run_id, run_dir, reason

非投资建议。所有展示数据以本次实际生成报告和行情源为准。