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大模型赋能投研之十八:OpenClaw搭建个人投研助理(二):Skills搭建与投研工作案例
SINOLINK SECURITIES· 2026-02-24 09:18
- OpenClaw is composed of multiple Workspaces that form an event-driven execution network[2] - Each Workspace contains core files such as Soul, Memory, Tool, Identity, Heartbeat, and Bootstrap[14][18] - Skills are modular capability modules that can be reused and standardized[29] - Cron Job provides periodic scheduling capabilities for continuous operation and automatic production[30] - The system operates in a closed loop of "capability matching—execution—precipitation—optimization"[35] - Claude Code command-line tools can assist in configuring, maintaining, and understanding OpenClaw[3][40] - Skills can be installed from open-source communities like Clawhub, generated through natural language dialogue, or created using command-line tools[44][47][48] - OpenClaw can automate daily A-share announcement processing, including announcement fetching, classification, key information extraction, and structured output[5][55] - The iterative research framework Skill helps in continuously updating the research framework by recording problems, locating root causes, making small changes, and verifying in the next cycle[56][58] - The individual stock research assistant Skill integrates multi-source data into a comprehensive analysis chain, enhancing evidence completeness through multi-round supplementation and gap repair mechanisms[59][62] - The automated research report reproduction Skill converts a research report into a repeatable, auditable backtesting process, producing standardized reports and deviation analysis[66][70][72]
量化观市:如何布局节后进攻行情?
SINOLINK SECURITIES· 2026-02-24 09:18
摘要 过去一周,国内主要市场指数上涨,其中上证 50、沪深 300、中证 500 和中证 1000 涨跌幅分别为-0.06%、0.39%、1.9% 和 1.91%。 微盘股指标监控:轮动策略方面,由于微盘股对茅指数的相对净值为 2.41,仍高于其 243 日均线(1.91);但万得微 盘股 20 日收盘价斜率为正,而茅指数斜率收负。量价轮动子策略部分仓位切换回微盘股指数;而从 M1 高点轮动的角 度来看,1 月份 M1 指标的 6 个月移动平均值已经下行,M1 轮动子策略中期配置从微盘股切换至茅指数。所以综合两 个子策略来看目前轮动策略处于均衡配置。而从中期微盘股择时角度来看,目前风控信号还没触发。对于持有微盘板 块投资者建议做好风险控制,以及密切跟踪相对净值、动量及中期风险指标的动态。 以上结果通过历史数据统计、建模和测算完成,在政策、市场环境发生变化时模型存在失效的风险。 敬请参阅最后一页特别声明 1 i 过去两周,国内方面,春节期间 AI 技术迎来了国民级的应用展示,多款国产人形机器人及大模型(如参与视觉定制 的 Seedance 2.0)在春晚舞台实现了深度的场景级互动。这进一步验证了国内 AI 技术 ...
资金跟踪系列之三十三:个人是节前主要卖出力量,北上重新回流
SINOLINK SECURITIES· 2026-02-24 09:17
春节前一周美元有所回落,中美利差"倒挂"程度继续收敛。10Y 美债名义/实际利率均回落,通胀预期同样有所回落。 离岸美元流动性边际有所收紧,国内银行间资金面均衡,期限利差(10Y-1Y)收窄。 交易热度、波动与流动性: 市场交易热度继续回落,多数指数的波动率回升。传媒、建材、轻工、通信等板块的交易热度均处于 90%分位数以上。 军工板块的波动率处于 80%分位数以上。 机构调研: 银行、电子、计算机、电新、军工等板块调研热度居前,纺服等板块的调研热度环比仍在上升。 分析师预测: 宏观流动性: 全 A 的 26/27 年净利润预测分别被下调/上调。行业上,有色、传媒、建材、化工、电子等 26/27 年净利润预测均被 上调。指数上,中证 500、创业板指、上证 50 的 26/27 年净利润预测均被上调,沪深 300 的 26/27 年净利润预测分别 被下调/上调。风格上,大盘/中盘价值 26/27 年净利润预测被上调,大盘成长、小盘价值均被下调,中盘/小盘成长 的 26/27 年净利润预测分别被下调/上调。 北上活跃度有所回落,重新小幅净买入 A 股 基于前 10 大活跃股口径,北上在通信、电子、电新等板块的买 ...
贸易专题分析报告IEEPA被判越权会产生什么影响?
SINOLINK SECURITIES· 2026-02-24 00:35
Political Impact - The ruling against IEEPA undermines Trump's core political asset of tariff policy, potentially diminishing his negotiating power and influence[6] - Without alternative legal pathways to reinstate tariffs, Trump may be perceived as a "lame duck"[7] Economic Impact - Estimated cumulative tariffs collected under IEEPA could reach approximately $170 billion by February 20, 2026, with reduced tariff revenue and potential refunds likely to increase the fiscal deficit[7] - The market initially reacted positively, with the S&P 500 rising about 0.6% and the Nasdaq increasing approximately 1% following the ruling, indicating expectations of improved inflation and corporate earnings[24] Diplomatic Impact - The ruling may weaken the credibility of trade frameworks that rely on tariffs, leading trade partners to reassess their commitments until a new legal basis is established[7] - Countries with existing agreements may slow down their implementation processes, particularly those without clear execution frameworks[21] Policy Response - The Trump administration plans to utilize Section 122 tariffs as a transitional measure, imposing a 15% global tariff effective February 24, 2026, for a maximum of 150 days[8] - The USTR is expected to expedite Section 301 investigations to establish a sustainable tariff system before the expiration of the 122 tariffs[9] Market Outlook - The market is likely to experience a "marginal easing—then tightening" path, benefiting from initial tariff cancellation expectations but facing pressure as alternative tariff measures are implemented[4] - The effective tariff rate on China is projected to remain around 30%, despite a nominal decrease due to the shift from IEEPA to Section 122 tariffs[26] Risk Factors - Potential chaos if U.S. trade partners refuse to acknowledge the outcomes of interim trade negotiations[5] - The pace of tax refunds exceeding expectations could lead to a short-term spike in the fiscal deficit, impacting U.S. debt and dollar valuation[36] - If new tariff proposals are implemented more swiftly than anticipated, it could counteract the positive effects of the Supreme Court ruling[36]
有色金属行业小金属双周报继续看多稀土、钨板块,锡价或迎拐点
SINOLINK SECURITIES· 2026-02-24 00:35
Investment Rating - The report indicates a positive investment outlook for the small metals sector, with the Shenyin Wanguo Small Metals Index rising by 3.25% during the period, outperforming both the Shenwan Nonferrous Index and the CSI 300 Index by 10.21 percentage points and 4.23 percentage points respectively [2][13]. Core Insights - The report highlights that the prices of rare earth elements have reached new highs, driven by supply-side reforms and increasing demand for overseas stockpiling, particularly in the context of the upcoming supply-side documents for 2024-2025 [3][18]. - Tin prices have shown volatility due to macroeconomic factors, with Indonesia considering a ban on tin raw material exports, which could create significant replenishment demand for tin processing companies [4][28]. - Tungsten prices are expected to rise due to increased strategic stockpiling in the U.S. and domestic demand from both civilian and military sectors [4][41]. - Antimony prices are anticipated to recover as exports stabilize, supported by a steady demand in the photovoltaic glass sector [5][47]. - Molybdenum prices are stabilizing and expected to rise due to low inventory levels and increased defense spending [6][51]. Summary by Sections 1. Stock Market and Commodity Price Performance - The Shenyin Wanguo Small Metals Index closed at 39,286.62 points, reflecting a 3.25% increase [2][13]. - Key commodity prices showed varied performance, with rare earth oxides like praseodymium-neodymium oxide increasing by 13.51%, while tin ingot prices decreased by 10.74% [4][16]. 2. Main Product Fundamentals and Views Rare Earths - The price of praseodymium-neodymium oxide reached 849,800 CNY/ton, up 13.51% [3][19]. - The sector is expected to see dual growth in valuation and performance, with key companies to watch including China Rare Earth, Zhong Rare Metals, and Northern Rare Earth [3][19]. Tin - Tin ingot prices fell to 378,200 CNY/ton, down 10.74% [4][28]. - The potential export ban by Indonesia could lead to a new price cycle for tin [4][28]. Tungsten - Tungsten concentrate prices rose to 696,700 CNY/ton, up 15.99% [4][41]. - The U.S. strategic stockpiling initiative may elevate tungsten's market priority [4][41]. Antimony - Antimony ingot prices increased to 165,100 CNY/ton, up 0.62% [5][47]. - The report anticipates a recovery in exports, which could lead to price increases [5][47]. Molybdenum - Molybdenum concentrate prices reached 4,165 CNY/ton, up 2.97% [6][51]. - The report suggests that low inventory levels and increased military spending will support price growth [6][51].
电子行业研究存储涨价持续,关注英伟达3月GTC大会亮点
SINOLINK SECURITIES· 2026-02-24 00:35
Investment Rating - The industry is rated positively, with a focus on AI-related sectors, particularly in PCB and core computing hardware, semiconductor equipment, and the Apple supply chain [4][27]. Core Insights - The upcoming GTC 2026 conference is expected to showcase groundbreaking new chips from NVIDIA, which could drive significant advancements in AI infrastructure [1][4]. - The demand for storage solutions is surging due to AI applications, leading to continuous price increases in DRAM and NAND, with limited supply expected to persist throughout the year [1][4]. - Major tech companies like Amazon, Google, and Meta are projected to increase capital expenditures significantly, indicating strong demand for AI-related hardware [1][4]. - The semiconductor industry is experiencing a recovery, with expectations of rising prices and demand driven by cloud computing and consumer electronics [21][23]. Summary by Sections 1. Consumer Electronics - The expansion of AI applications is expected to drive growth in the Apple supply chain and smart glasses, with a focus on enhancing processing power and memory [5]. - AI mobile applications are anticipated to grow, with several manufacturers releasing AI smart glasses and other innovative products [5]. 2. PCB - The demand for copper-clad laminates is increasing, with a high level of industry activity expected to continue due to AI and automotive applications [6]. 3. Components - The AI data center sector is seeing growth in SOFC (Solid Oxide Fuel Cell) projects, with companies like Sanhua Group positioned to benefit from this trend [19][34]. - The demand for passive components, particularly MLCCs, is rising due to increased usage in AI mobile devices [19]. 4. IC Design - The storage sector is expected to see upward trends, with DRAM prices projected to rise due to increased demand from cloud service providers and consumer electronics [21][23]. 5. Semiconductor Equipment - The semiconductor industry is experiencing a shift towards domestic production and self-sufficiency due to export controls, with companies like North Huachuang and Zhongwei Company positioned to benefit [24][26]. - The demand for advanced packaging and HBM (High Bandwidth Memory) is strong, with companies in this space expected to see significant growth [24][25]. 6. Specific Companies - Victory Technology is expected to see substantial profit growth due to its leadership in PCB manufacturing and its alignment with AI infrastructure demands [28]. - North Huachuang is expanding its semiconductor equipment offerings, enhancing its competitive position in the market [29]. - Jiangfeng Electronics is focusing on domestic production of static suction cups to reduce reliance on foreign suppliers, addressing a critical supply chain issue [35].
公用事业行业研究重视统一电力市场,煤与煤电+市值管理
SINOLINK SECURITIES· 2026-02-24 00:30
Investment Rating - The industry investment rating is not explicitly stated in the provided documents, but it can be inferred that there is a positive outlook for coal and power generation sectors based on the analysis of demand elasticity and market conditions [5]. Core Insights - The electricity reform has entered a new phase, emphasizing the establishment of a unified national electricity market, with a target for market-based trading to account for approximately 70% of total electricity consumption by 2030 [2]. - There is a focus on the demand elasticity of coal in the first half of the year, with expectations of high growth in electricity consumption due to a low base effect, particularly in energy-intensive manufacturing sectors [3]. - The report highlights the potential for coal power generation to benefit from a low base in the first half of the year, with a projected increase in coal power generation despite competition from renewable sources [3]. - The report suggests that the demand for coal may exceed expectations due to the growth of overseas data centers and industrialization, which could lead to tighter import coal supplies [3]. - There is an emphasis on the importance of value management for state-owned enterprises, particularly those with market capitalization around 60 billion, indicating a focus on capital operations and market positioning [4]. Summary by Sections Electricity Market Reform - The government aims to complete the national unified electricity market system by 2030, with a phased approach transitioning from government pricing to market-based trading [2]. - Key aspects include optimizing resource allocation, encouraging participation from all types of power sources, and improving governance to prevent market manipulation [2]. Coal and Power Generation - The first half of the year is expected to show high growth in coal power generation due to a low base from the previous year, with a significant decline in coal power generation in early 2025 [3]. - The report identifies specific companies such as Yanzhou Coal Mining Company, China Shenhua Energy, and Shaanxi Coal and Chemical Industry as key players to watch in the coal sector [3]. State-Owned Enterprises - There is a focus on enhancing the market value management of large state-owned enterprises, with specific attention to companies like Guizhou Power and Huadian International [4]. - The report suggests monitoring hydropower performance during the flood season and the impact of market fluctuations on investment strategies [4].
非银行金融行业研究三大交易所对再融资规则优化,25年险资股票+基金+长股投增长近2万亿
SINOLINK SECURITIES· 2026-02-24 00:30
Investment Rating - The industry investment rating is positive, with recommendations to buy or hold based on expected performance exceeding market averages [49]. Core Insights - The report highlights the introduction of a package of refinancing optimization measures by the Shanghai, Shenzhen, and Beijing stock exchanges aimed at improving market efficiency and supporting technology innovation companies [38]. - It emphasizes the importance of quality companies and technology firms in attracting liquidity and enhancing capital market structure, aligning with a healthy market trend [2][38]. - The report suggests focusing on three main investment lines: undervalued quality brokerages, companies benefiting from technology sector listings, and firms with strong performance in diversified finance [3]. Summary by Sections Market Review - The A-share market showed a slight increase with the CSI 300 index up by 0.4%, while the non-bank financial sector underperformed, declining by 1.6% [11]. Data Tracking - Brokerage firms reported a decrease in average daily trading volume to 21,111 billion yuan, down 12.3% week-on-week [19]. - The report notes significant growth in new equity fund issuance, with a total of 812 million shares issued in January 2026, up 186.9% year-on-year [19]. - The total asset management scale for public non-monetary funds reached 22.2 trillion yuan, with a slight decrease of 1.9% from the previous month [19]. Industry Dynamics - The report discusses the refinancing measures aimed at supporting quality listed companies and enhancing the efficiency of the refinancing process [38]. - It also mentions the ongoing trend of insurance funds increasing their stakes in various companies, with a total of 52 companies being targeted for increased holdings in 2024 [33].
A股策略周报:节后主线将更加清晰-20260223
SINOLINK SECURITIES· 2026-02-23 13:49
Global Assets: Rebalancing Continues - The current market rebalancing is based on internal and external recovery, with AI trading entering its second phase, leading to a focus on the actual impact of AI on various industries [3][13] - From February 16 to February 20, 2026, global risk assets showed an overall upward trend, but internal performance was mixed, with industrial, financial, and energy sectors gaining favor [3][13] - The focus has shifted from whether AI is a bubble to identifying the real industrial impacts and critical supply-demand issues as AI transitions from a thematic to a macro factor [3][13] Manufacturing Cycle Further Rising - The U.S. GDP data for Q4 2025 showed slower growth primarily due to government spending disruptions, while AI-related investments remained strong [4][25] - Non-AI and residential investment growth is showing signs of bottoming out, indicating a broader recovery in investment activities beyond just AI [4][25] - The February manufacturing PMI data indicated a recovery in global manufacturing, with Europe exceeding expectations and the U.S. maintaining expansion, suggesting a positive trend in manufacturing cycles [4][25][34] Commodities: Transitioning from Financial Overtrading to Industrial Pricing - Recent fluctuations in industrial and precious metals prices are attributed to macro and industrial events, with a return to real supply-demand signals expected [5][44] - Geopolitical risks continue to support industrial metal prices, while demand from tech giants for AI investments remains robust, indicating a potential new support for demand [5][44] - Historical data suggests that current copper and aluminum price ratios are low compared to historical manufacturing PMI levels, indicating potential for price recovery [5][44][45] Focus on Global Physical Assets vs. Chinese Assets - The core of market rebalancing is not about the existence of an AI bubble but rather the macro impacts of AI combined with monetary and major country policy choices [6][56] - The relative smooth path for future U.S. interest rate cuts is expected to support the recovery of the global manufacturing cycle, which may lead to a revaluation of Chinese asset capacity [6][56] - Specific investment recommendations include physical assets like copper, aluminum, and oil, as well as sectors benefiting from capital inflows and consumption recovery in China [6][56]
锂电1月洞察:动储收官迎新高,碳酸锂趋势反转
SINOLINK SECURITIES· 2026-02-23 10:45
Investment Rating - The report maintains a "Buy" rating for the electric power equipment and new energy industry [1] Core Insights - The lithium battery sector is experiencing a price surge, with lithium carbonate prices rising to 170,000 CNY/ton, a 42% increase from the previous month, and lithium hydroxide prices increasing by 62% to 165,000 CNY/ton [1] - In December, the wholesale sales of domestic new energy passenger vehicles reached 1.42 million units, with a year-on-year increase of 26% for the entire year [1] - The report highlights a reversal in the lithium carbonate cycle, driven by domestic energy storage capacity subsidy policies and the explosive growth of global new energy demand [3][32] Summary by Sections Section 1: Research Insights - The lithium carbonate market is at a cyclical turning point, with prices expected to rise significantly, impacting the entire lithium battery supply chain [14][15] - Sodium batteries are emerging as a cost-effective alternative, with a clear long-term cost advantage over lithium iron phosphate batteries [26][30] Section 2: Industry Tracking and Review - The global new energy vehicle market showed strong growth in December, particularly in China and Europe, while the U.S. market faced challenges [34][36] - In December, domestic energy storage installations reached 63 GWh, a 95% year-on-year increase, indicating a shift towards market-driven growth [40] Section 3: Investment Recommendations - The report recommends focusing on companies involved in lithium carbonate, separators, and solid-state battery technologies, including Ningde Times, Yiwei Lithium Energy, and others [7][32]