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longbridge-hkipo-analysis

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Original

English
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Translation

Chinese

longbridge-hkipo-analysis

longbridge-hkipo-analysis

Prompt-only 港股打新分析。给定一只新股代码或公司名，输出「推荐打新 / 中性观望 / 建议回避」三档评级 + 四维评分明细 + 招股书精华 + 风险提示 + 申购手数参考；或在日历模式下输出未来 4 周打新日程表 + 评级速览。报告结尾固定输出「数据来源明细」附录，每一行注明来源（Longbridge CLI 子命令 / MCP 工具 / WebSearch URL）、抓取时间和数据期间。
Response language: detect the user's input language (Simplified Chinese / Traditional Chinese / English) and render the entire report — section headings, table labels, narrative, dimension scoring, prospectus digest, risk bullets, action frame, data-source appendix, and disclaimer — in that one language. Do not mix languages within a single output. The output template in 
references/output.md
is written in English for reference; translate it as a whole using the label-translation lookup before emitting. The error / data-source tables inside this SKILL.md remain 3-column because they document what the skill says under each language — that form is for the skill's reference docs, not for the user-facing report.
Independence statement (mandatory): this skill is an independent打新 analysis framework. It is not affiliated with the issuer, the sponsoring underwriters, the HKEx, or any cornerstone investor. The rating is model-derived and never a buy / sell recommendation; arrange margin financing (孖展) only after independently understanding the leverage risk.
Prompt-only HK IPO subscription analysis. Given a new stock code or company name, output three-tier ratings: "Recommend Subscription / Neutral Watch / Suggest Avoidance" + four-dimensional scoring details + prospectus highlights + risk warnings + reference for subscription lot size; or output a 4-week upcoming IPO schedule + rating overview in calendar mode. The report must end with a fixed "Data Source Details" appendix, where each line specifies the source (Longbridge CLI subcommand / MCP tool / WebSearch URL), capture time, and data period.
Response language: detect the user's input language (Simplified Chinese / Traditional Chinese / English) and render the entire report — section headings, table labels, narrative, dimension scoring, prospectus digest, risk bullets, action frame, data-source appendix, and disclaimer — in that one language. Do not mix languages within a single output. The output template in 
references/output.md
is written in English for reference; translate it as a whole using the label-translation lookup before emitting. The error / data-source tables inside this SKILL.md remain 3-column because they document what the skill says under each language — that form is for the skill's reference docs, not for the user-facing report.
Independence statement (mandatory): this skill is an independent IPO subscription analysis framework. It is not affiliated with the issuer, the sponsoring underwriters, the HKEx, or any cornerstone investor. The rating is model-derived and never a buy / sell recommendation; arrange margin financing (孖展) only after independently understanding the leverage risk.

When to use

When to use

  • "XX 公司值得打新吗" / "XX 公司值得打新嗎" / "is XX IPO worth subscribing"
  • "帮我看下最近港股有什么新股" / "幫我看下最近港股有什麼新股" / "what HK IPOs are upcoming"
  • "XX 招股了，要不要申购" / "XX 招股了，要不要申購" / "XX is open for subscription, should I apply"
  • "XX 发行价合理吗" / "XX 發行價合理嗎" / "is XX's offer price fair"
  • "XX 打新风险大吗" / "XX 打新風險大嗎" / "how risky is XX's IPO"
  • "XX 没打中，现在追合适吗" / "XX 沒打中，現在追合適嗎" / "missed XX IPO — chase now or wait"
  • "港股 IPO 日历" / "港股 IPO 日曆" / "HK IPO calendar"
  • "XX 应该打几手" / "XX 應該打幾手" / "how many lots of XX should I apply for"
For US / A-share IPOs → defer to 
longbridge-ipo
(lifecycle hub) + an equity analysis skill. For account-level打新订单 / 盈亏 → defer to 
longbridge-ipo
orders
/ 
profit-loss
. For purely post-listing fundamentals → 
longbridge-fundamental
or 
longbridge-stock-research
.
  • "XX 公司值得打新吗" / "XX 公司值得打新嗎" / "is XX IPO worth subscribing"
  • "帮我看下最近港股有什么新股" / "幫我看下最近港股有什麼新股" / "what HK IPOs are upcoming"
  • "XX 招股了，要不要申购" / "XX 招股了，要不要申購" / "XX is open for subscription, should I apply"
  • "XX 发行价合理吗" / "XX 發行價合理嗎" / "is XX's offer price fair"
  • "XX 打新风险大吗" / "XX 打新風險大嗎" / "how risky is XX's IPO"
  • "XX 没打中，现在追合适吗" / "XX 沒打中，現在追合適嗎" / "missed XX IPO — chase now or wait"
  • "港股 IPO 日历" / "港股 IPO 日曆" / "HK IPO calendar"
  • "XX 应该打几手" / "XX 應該打幾手" / "how many lots of XX should I apply for"
For US / A-share IPOs → defer to 
longbridge-ipo
(lifecycle hub) + an equity analysis skill. For account-level IPO subscription orders / profit and loss → defer to 
longbridge-ipo
orders
/ 
profit-loss
. For purely post-listing fundamentals → 
longbridge-fundamental
or 
longbridge-stock-research
.

Cognitive frame (do not skip)

Cognitive frame (do not skip)

港股打新分析与二级市场分析的关键区别是 可用数据窗口非常窄（招股期通常 3–5 个工作日），且分析对象是「尚未上市」或「刚上市」的标的，没有 K 线、没有历史财报趋势可读。三件事每次输出都必须明确：
  1. 评级是给散户的决策锚，不是预测。"推荐 / 中性 / 回避" 是基于四维评分的当下判断，不预测首日涨跌幅。任何"预计首日 +XX%"的写法都违反护栏。
  2. 数据缺失要披露，不要编造。招股书未披露的（如尚未公布的回拨倍数、未定的基石名单）必须显式标"招股书未披露 / 待公告"，对应维度按"信息不足"降级，而非用行业均值占位。
  3. 孖展（融资打新）必须单独提示。一旦用户问"打几手"或"借钱打"，输出必须包含一行杠杆风险提示，且不得默认推荐孖展方案。
四种情形要能分辨：
  • 招股期内 + 数据齐全 → 走单股完整分析（场景一），输出四维评分 + 招股书精华 + 申购参考。
  • 没有具体标的，只问"最近" → 走日历模式（场景二），输出未来 4 周打新日程 + 每只一句话评级。
  • 已上市 ≤ 30 天，用户问"没打中追不追" → 走次新股追涨模式（场景四），加入暗盘 / 首日实际表现 / 当前价位与发行价偏离度，参考目标价区间，不出具"追 / 不追"指令。
  • 已上市 > 30 天 → 拒绝接管，建议改用 
    longbridge-stock-research
    / 
    longbridge-fundamental
    ，本 Skill 不覆盖。
The key difference between HK IPO subscription analysis and secondary market analysis is that the available data window is very narrow (subscription period is usually 3–5 working days), and the analysis targets are "not yet listed" or "just listed" securities, with no K-line or historical financial report trends to reference. Three things must be clarified in every output:
  1. Ratings are decision anchors for retail investors, not predictions. "Recommend / Neutral / Avoid" is a current judgment based on four-dimensional scoring, and does not predict first-day price changes. Any wording like "expected first-day +XX%" violates guardrails.
  2. Disclose missing data, do not fabricate. Items not disclosed in the prospectus (such as unannounced claw-back ratios, undetermined cornerstone lists) must be explicitly marked as "Not disclosed in prospectus / To be announced", and the corresponding dimension should be downgraded as "Insufficient information" instead of using industry averages as placeholders.
  3. Margin financing (孖展) must be separately prompted. Once the user asks "how many lots" or "borrow to subscribe", the output must include a line of leverage risk warning, and must not default to recommending margin financing solutions.
Four scenarios must be distinguished:
  • During subscription period + complete data → proceed with single-stock full analysis (Scenario 1), output four-dimensional scoring + prospectus highlights + subscription references.
  • No specific target, only asking "recent" → proceed with calendar mode (Scenario 2), output 4-week upcoming IPO schedule + one-sentence rating per stock.
  • Listed ≤ 30 days, user asks "whether to chase after missing subscription" → proceed with newly listed stock chase mode (Scenario 4), add grey market / first-day actual performance / deviation of current price from offer price, reference target price range, and do not issue "chase / do not chase" instructions.
  • Listed > 30 days → decline to handle, suggest using 
    longbridge-stock-research
    / 
    longbridge-fundamental
    instead; this skill does not cover such cases.

Workflow

Workflow

  1. 识别模式。从用户输入判定走「单股」「日历」还是「次新股」分支。模糊或多公司命中时先反问消歧；纯公司名时尝试自动解析为 
    <CODE>.HK
    ，多匹配则列出让用户确认。
  2. 市场合法性检查。本 Skill 只接受港股主板 / GEM 标的。若输入是 
    .US
    / 
    .SH
    / 
    .SZ
    / 
    .SG
    ，直接拒绝并建议改用 
    longbridge-ipo
    + 对应市场的分析 Skill。
  3. 工具发现（必做）。每次执行前先 
    longbridge --help
    拿当前可用子命令清单，再按 §CLI 的"数据需求 → 语义关键词"映射选择具体子命令。不要把子命令名 / 标志名硬编码进对话，CLI 会随版本演进。
  4. 并行拉取数据。按当前模式拉取必需项（详见 §CLI）。CLI 命令缺失 → 走 §MCP fallback；MCP 工具也没有 → 走 §WebSearch fallback；仍然拿不到 → 在对应维度标记"数据不可得"，不要降级到行业均值或猜测。
  5. 数据一致性检查。在评分之前做下列轻量校验：
    • 招股书发行价区间、招股期间、上市日期与 
      ipo detail
      字段一致；不一致取最新一条并在附录注明冲突。
    • 基石比例、超购倍数、回拨档位若来自不同来源，必须显示各自来源行。
    • 货币：所有金额按招股书原币（默认 HKD）展示，若用户持仓币种不同，附加备注汇率换算口径而不是默默换算。
  6. 四维评分。按 
    references/scoring.md
    的指标卡片、阈值、权重打分（满分 10 分）；权重总和 120%，归一化输出。三档评级的硬阈值见 
    references/scoring.md
    §Pass/reject matrix。任一关键数据缺失（发行价、基石比例、超购倍数中至少两项缺失）时，不出评级，仅出"数据不足，无法评级"。
  7. 招股书精华提取（标准模式 = 详细输出）。按 
    references/scoring.md
    §Prospectus extraction 的章节优先级，从招股书提取 TAM / 财务三年趋势 / 募资用途 / 增长驱动 / 管理层背景 / 风险因素。所有数字必须可溯源到原文章节。
  8. 风险与申购参考。3 条具体风险（不接受"市场风险"这种空话，须挂钩具体业务 / 财务 / 监管事实）+ 申购手数参考分稳健型 / 进取型两档，进取型须显式标杠杆放大损失。
  9. 输出报告。按 
    references/output.md
    的对应模板（单股 / 日历 / 次新股 / 拒绝 / 数据不足）渲染，结尾必为「数据来源明细」附录，附录之后是免责声明。
  1. Identify mode. Determine whether to proceed with the "single-stock", "calendar", or "newly listed stock" branch based on user input. Ask for clarification if ambiguous or multiple companies are matched; try to automatically resolve pure company names to 
    <CODE>.HK
    , and list options for user confirmation if multiple matches exist.
  2. Market legitimacy check. This skill only accepts Hong Kong Main Board / GEM targets. If input is 
    .US
    / 
    .SH
    / 
    .SZ
    / 
    .SG
    , directly decline and suggest using 
    longbridge-ipo
    + market-specific analysis skill.
  3. Tool discovery (mandatory). Before each execution, first run 
    longbridge --help
    to get the list of currently available subcommands, then select specific subcommands according to the "data requirement → semantic keyword" mapping in §CLI. Do not hard-code subcommand names / flag names into conversations, as CLI evolves with versions.
  4. Parallel data fetching. Fetch required items according to the current mode (see §CLI for details). If CLI commands are missing → use §MCP fallback; if MCP tools are also unavailable → use §WebSearch fallback; if still unavailable → mark "Data unavailable" in the corresponding dimension, do not downgrade to industry averages or guess.
  5. Data consistency check. Perform the following lightweight checks before scoring:
    • Ensure the prospectus offer price range, subscription period, and listing date are consistent with 
      ipo detail
      fields; if inconsistent, take the latest one and note the conflict in the appendix.
    • If cornerstone ratio, oversubscription multiple, and claw-back tiers come from different sources, must display their respective source lines.
    • Currency: All amounts are displayed in the original currency of the prospectus (default HKD); if the user's holding currency is different, add a note on the exchange rate conversion basis instead of silently converting.
  6. Four-dimensional scoring. Score according to the indicator cards, thresholds, and weights in 
    references/scoring.md
    (full score 10 points); total weight is 120%, normalize the output. Hard thresholds for three-tier ratings are in 
    references/scoring.md
    §Pass/reject matrix. If ≥2 key data items are missing (offer price, cornerstone ratio, oversubscription multiple), do not issue a rating, only output "Insufficient data, unable to rate".
  7. Prospectus highlights extraction (standard mode = detailed output). Extract TAM / three-year financial trends / fundraising use / growth drivers / management background / risk factors from the prospectus according to the chapter priority in 
    references/scoring.md
    §Prospectus extraction. All figures must be traceable to the original chapter.
  8. Risk and subscription references. 3 specific risks (empty phrases like "market risk" are not allowed; must be linked to specific business / financial / regulatory facts) + subscription lot size references divided into conservative / aggressive tiers, with aggressive tier explicitly marked with leverage-amplified losses.
  9. Output report. Render according to the corresponding template in 
    references/output.md
    (single-stock / calendar / newly listed stock / decline / insufficient data), must end with "Data Source Details" appendix, followed by disclaimer.

CLI

CLI

工具发现优先：
longbridge --help
看当前可用子命令；构造调用前再 
longbridge <subcommand> --help
核对参数。下面列出的子命令是"语义示例"，以 
--help
输出为准。
按数据需求分类（语义关键词 → 示例子命令）：
数据需求语义关键词示例子命令
港股 IPO 日历
ipo
+ 
calendar
/ 
subscriptions
/ 
wait-listing
/ 
listed
longbridge ipo calendar --format json
/ 
longbridge ipo subscriptions --format json
/ 
longbridge ipo wait-listing --format json
/ 
longbridge ipo listed --format json
单只新股招股书摘要、发行价、时间线、基石、超购倍数
ipo
+ 
detail
longbridge ipo detail <SYMBOL> --format json
招股书章节级数据（财务摘要 / 募资用途 / 风险因素 / 管理层 / 锁定期）先 
longbridge ipo --help
看 
ipo
子命令族能否覆盖；典型情况 
ipo detail
已展开主要章节字段
longbridge ipo --help
→ 选合适子命令 → 
longbridge ipo <sub> <SYMBOL> --format json
；仍缺章节 → WebSearch 拿 HKEXnews 原文
同业上市公司估值（PE / PS / PB 均值与中位数）
valuation
/ 
peer
/ 
peer-comparison
longbridge peer-comparison <SYMBOL> --format json
/ 
longbridge valuation <SYMBOL> --format json
近期港股新股首日表现（用于计算近 3 月破发率）
ipo
+ 
listed
+ 
performance
longbridge ipo listed --format json
恒生指数近月行情（市场时机维度）
index-quote
/ 
kline
+ HSI
longbridge index-quote HSI.HK --format json
/ 
longbridge kline HSI.HK --period day --count 60 --format json
同行业板块近月平均涨跌
sector-monitor
/ 
industry-overview
longbridge sector-monitor --format json
/ 
longbridge industry-overview <SECTOR> --format json
基石投资者公告 / 招股相关舆情
news
/ 
topic
longbridge news <SYMBOL> --format json
/ 
longbridge topic <SYMBOL> --format json
公司基础信息（行业归属 / 注册地）
basicinfo
/ 
company-profile
longbridge basicinfo <SYMBOL> --format json
/ 
longbridge company-profile <SYMBOL> --format json
次新股模式：上市后实际行情 + 暗盘相关数据
quote
/ 
kline
/ 
derivatives
/ 
ipo
+ 
grey market
longbridge quote <SYMBOL> --format json
/ 
longbridge kline <SYMBOL> --period day --count 60 --format json
并行调用：模式确定后，单股 / 次新股模式默认并行拉取 
ipo detail
、
peer-comparison
、
ipo listed
（破发率）、
index-quote HSI.HK
、
news
、
basicinfo
；招股书更深章节缺失时再按 
longbridge ipo --help
选具体子命令补拉，仍缺则 WebSearch HKEXnews。日历模式只拉 
ipo subscriptions
+ 
ipo wait-listing
+ 
ipo listed
（计算近期破发率作为市场时机锚）。
Tool discovery first: run 
longbridge --help
to view currently available subcommands; check parameters with 
longbridge <subcommand> --help
before constructing calls. The subcommands listed below are "semantic examples", subject to 
--help
output.
Classified by data requirements (semantic keywords → example subcommands):
Data RequirementSemantic KeywordsExample Subcommands
HK IPO Calendar
ipo
+ 
calendar
/ 
subscriptions
/ 
wait-listing
/ 
listed
longbridge ipo calendar --format json
/ 
longbridge ipo subscriptions --format json
/ 
longbridge ipo wait-listing --format json
/ 
longbridge ipo listed --format json
Single new stock prospectus summary, offer price, timeline, cornerstone, oversubscription multiple
ipo
+ 
detail
longbridge ipo detail <SYMBOL> --format json
Chapter-level prospectus data (financial summary / fundraising use / risk factors / management / lock-up period)First run 
longbridge ipo --help
to see if 
ipo
subcommand family can cover; typically 
ipo detail
has expanded main chapter fields
longbridge ipo --help
→ select appropriate subcommand → 
longbridge ipo <sub> <SYMBOL> --format json
; if chapters are still missing → use WebSearch to get HKEXnews original text
Peer listed company valuation (PE / PS / PB average and median)
valuation
/ 
peer
/ 
peer-comparison
longbridge peer-comparison <SYMBOL> --format json
/ 
longbridge valuation <SYMBOL> --format json
Recent HK new stock first-day performance (used to calculate 3-month break rate)
ipo
+ 
listed
+ 
performance
longbridge ipo listed --format json
Hang Seng Index recent monthly market data (market timing dimension)
index-quote
/ 
kline
+ HSI
longbridge index-quote HSI.HK --format json
/ 
longbridge kline HSI.HK --period day --count 60 --format json
Recent monthly average price change of same industry sector
sector-monitor
/ 
industry-overview
longbridge sector-monitor --format json
/ 
longbridge industry-overview <SECTOR> --format json
Cornerstone investor announcement / IPO-related public opinion
news
/ 
topic
longbridge news <SYMBOL> --format json
/ 
longbridge topic <SYMBOL> --format json
Company basic information (industry affiliation / registration location)
basicinfo
/ 
company-profile
longbridge basicinfo <SYMBOL> --format json
/ 
longbridge company-profile <SYMBOL> --format json
Newly listed stock mode: post-listing actual market data + grey market related data
quote
/ 
kline
/ 
derivatives
/ 
ipo
+ 
grey market
longbridge quote <SYMBOL> --format json
/ 
longbridge kline <SYMBOL> --period day --count 60 --format json
Parallel calls: After mode is determined, single-stock / newly listed stock mode defaults to parallel fetching of 
ipo detail
, 
peer-comparison
, 
ipo listed
(break rate), 
index-quote HSI.HK
, 
news
, 
basicinfo
; if deeper prospectus chapters are missing, select specific subcommands according to 
longbridge ipo --help
to fetch supplementary data, if still missing, use WebSearch HKEXnews. Calendar mode only fetches 
ipo subscriptions
+ 
ipo wait-listing
+ 
ipo listed
(calculate recent break rate as market timing anchor).

WebSearch fallback — only for data Longbridge does not provide

WebSearch fallback — only for data Longbridge does not provide

WebSearch 是兜底，不是默认路径。仅在 Longbridge CLI + MCP 都拿不到时使用，且必须在附录显式标 
[WebSearch — <publisher>, <date>, <url>]
，禁止伪造来源。
缺失数据WebSearch 查询模式可接受的来源权威
港交所披露易招股书原文链接
"<公司名>" 招股书 site:hkexnews.hk
HKEXnews（披露易）
行业 TAM / 增速
"<行业名>" 市场规模 2030
/ 
"<industry>" market size 2030 Frost Sullivan
招股书引用机构（弗若斯特沙利文 / 灼识 / 艾瑞）、Gartner、IDC
主承销商近 3 年港股 IPO 承销排名
"<投行名>" 香港 IPO 承销 排名 2024
/ 
"HK IPO league table" 2024 sponsor
Dealogic、Refinitiv、HKEx 年报
基石投资者公告原文 / 历史投资记录
"<基石投资者名>" "<公司名>" 基石
港交所披露、彭博、路透、公司新闻稿
暗盘成交价 / 灰市报价（次新股模式）
"<公司名>" 暗盘 报价 / grey market price
富途、辉立、耀才、华盛等公开暗盘平台报价（注明平台与时间戳）
近 3 个月港股新股破发率（CLI 数据不够时）
"港股新股" "破发率" 2025
/ 
"HK IPO first-day return" YTD
智通财经、华兴、HKEx 月报
监管 / 政策风险（特定行业）
"<sector>" 港股 监管 2025
SFC、HKEx、FT、Reuters
每条 WebSearch 引用必须在附录写明 publisher + 报告 / 文章名 + 日期 + URL + 抓取时间；任何"无法核实出处"的数字一律按"数据不可得"处理。
WebSearch is a last resort, not the default path. Only use when both Longbridge CLI + MCP cannot obtain data, and must explicitly mark 
[WebSearch — <publisher>, <date>, <url>]
in the appendix; forging sources is prohibited.
Missing DataWebSearch Query ModeAcceptable Authoritative Sources
HKEXnews prospectus original link
"<company name>" prospectus site:hkexnews.hk
HKEXnews (Disclosure易)
Industry TAM / growth rate
"<industry name>" market size 2030
/ 
"<industry>" market size 2030 Frost Sullivan
Institutions cited in prospectus (Frost & Sullivan / CIC / iResearch), Gartner, IDC
Lead underwriter's HK IPO underwriting ranking in recent 3 years
"<investment bank name>" Hong Kong IPO underwriting ranking 2024
/ 
"HK IPO league table" 2024 sponsor
Dealogic, Refinitiv, HKEx Annual Report
Original cornerstone investor announcement / historical investment records
"<cornerstone investor name>" "<company name>" cornerstone
HKEX disclosure, Bloomberg, Reuters, company press releases
Grey market transaction price / quote (newly listed stock mode)
"<company name>" grey market quote
Public grey market platform quotes from Futu, Phillip, Yao Cai,华盛, etc. (note platform and timestamp)
3-month HK new stock break rate (when CLI data is insufficient)
"HK new stock" "break rate" 2025
/ 
"HK IPO first-day return" YTD
Zhitong Finance, China Renaissance, HKEx Monthly Report
Regulatory / policy risks (specific industries)
"<sector>" Hong Kong regulation 2025
SFC, HKEx, FT, Reuters
Each WebSearch reference must specify publisher + report / article name + date + URL + capture time in the appendix; any figure with "unverifiable source" must be treated as "Data unavailable".

Output

Output

输出由 
references/output.md
模板驱动，按用户输入语言整体翻译后发出。三类主报告 + 两类异常报告：
  • 场景 A — 单只新股深度分析（招股期内或刚开始招股）：评级条 → 核心数据卡 → 四维评分明细 → 招股书精华（行业空间 / 商业模式 / 三年财务表 / 募资用途 / 增长驱动 / 管理层）→ 3 条具体风险 → 申购手数参考（稳健 / 进取，附孖展提示）→ 延伸查询入口 → 数据来源明细附录 → 免责声明。
  • 场景 B — 打新日历：未来 4 周日程表（公司名 / 截止日 / 上市日 / 募资规模 / 评级）→ 1–2 只重点关注 + 一句话理由 → 市场整体打新环境评估（基于近 3 月破发率） → 数据来源明细附录 → 免责声明。
  • 场景 C — 次新股追涨：上市首日实际表现（开 / 收 / 振幅 / 当前价偏离发行价幅度）→ 简化四维（重点强调"市场时机"与"基本面展望"）→ 参考目标价区间（基于同业估值倒推，明确标"区间"非"目标点"）→ 3 条具体风险（强调追高与流动性）→ 数据来源明细附录 → 免责声明。
  • 异常 D — 数据不足，无法评级：列出已尝试拉取但缺失的关键字段 → 引导用户等待招股截止日下午（超购倍数公告）或刷新数据源 → 数据来源明细附录（仍然印出已成功获取的部分） → 免责声明。
  • 异常 E — 拒绝接管：非港股 / 已上市 > 30 天 / 介绍上市 / SPAC 等，给出原因与替代 Skill 推荐，不再进入分析。
字数约束：场景 A 快速模式（仅评级 + 核心数据 + 四维评分 + 风险 + 申购参考）≤ 400 字；详细模式（含完整招股书精华）≤ 2000 字。场景 B / C / D / E ≤ 800 字。
数据来源明细附录是强制输出。无论评级、日历、追涨、数据不足、拒绝接管哪条分支，都必须以「数据来源明细」结尾，每一行须包含：字段类别 / 来源（CLI 子命令 / MCP 工具 / WebSearch URL）/ 抓取时间（YYYY-MM-DD HH:MM）/ 数据期间。WebSearch 行必须额外给出 publisher + 报告名 + 文章日期。任何数据缺失项必须在附录里以 
[unavailable]
或 
[未披露 — 等待公告]
注明。
Output is driven by templates in 
references/output.md
, translated as a whole according to user input language before being sent. Three main report types + two exception report types:
  • Scenario A — In-depth analysis of a single new stock (during subscription period or just started): Rating bar → core data card → four-dimensional scoring details → prospectus highlights (industry space / business model / three-year financial table / fundraising use / growth drivers / management) → 3 specific risks → subscription lot size reference (conservative / aggressive, with margin financing prompt) → extended query entry → Data Source Details appendix → disclaimer.
  • Scenario B — IPO subscription calendar: 4-week upcoming schedule (company name / deadline / listing date / fundraising size / rating) → 1–2 key focuses + one-sentence reason → overall IPO subscription market environment assessment (based on 3-month break rate) → Data Source Details appendix → disclaimer.
  • Scenario C — Chase newly listed stocks: First-day actual performance (opening / closing / amplitude / deviation of current price from offer price) → simplified four-dimensional analysis (emphasize "market timing" and "fundamental outlook") → reference target price range (derived from peer valuation, explicitly marked as "range" not "target point") → 3 specific risks (emphasize chasing high prices and liquidity) → Data Source Details appendix → disclaimer.
  • Exception D — Insufficient data, unable to rate: List key fields that were attempted to fetch but missing → guide user to wait for afternoon of subscription deadline (oversubscription multiple announcement) or refresh data source → Data Source Details appendix (still print successfully obtained parts) → disclaimer.
  • Exception E — Decline to handle: Non-Hong Kong IPO / listed > 30 days / introduction listing / SPAC, etc., give reasons and alternative skill recommendations, no further analysis.
Word count constraints: Scenario A quick mode (only rating + core data + four-dimensional scoring + risks + subscription reference) ≤ 400 words; detailed mode (including complete prospectus highlights) ≤ 2000 words. Scenario B / C / D / E ≤ 800 words.
Data Source Details appendix is mandatory output. Regardless of rating, calendar, chase, insufficient data, or decline to handle branch, must end with "Data Source Details", where each line includes: field category / source (CLI subcommand / MCP tool / WebSearch URL) / capture time (YYYY-MM-DD HH:MM) / data period. WebSearch lines must additionally provide publisher + report name + article date. Any missing data items must be marked as 
[unavailable]
or 
[Not disclosed — awaiting announcement]
in the appendix.

Error handling

Error handling

Situation简体回复繁體回覆English reply
command not found: longbridge
回退到 MCP；若 MCP 也不可用，请安装 longbridge-terminal。回退到 MCP；若 MCP 也不可用，請安裝 longbridge-terminal。Fall back to MCP; if MCP unavailable install longbridge-terminal.
stderr 
not logged in
/ 
unauthorized
本 Skill 公开数据无需登录；若是 
ipo orders
/ 
ipo profit-loss
等账户接口，请运行 
longbridge auth login
并选择 Trade 权限。		本 Skill 公開數據無需登入；若是 
ipo orders
/ 
ipo profit-loss
等帳戶接口，請執行 
longbridge auth login
並選擇 Trade 權限。		Public data needs no login; for 
ipo orders
/ 
ipo profit-loss
run 
longbridge auth login
with Trade scope.
非港股 IPO 输入本 Skill 仅覆盖港股主板与 GEM，美股 / A 股请用 
longbridge-ipo
+ 对应市场的分析 Skill。		本 Skill 僅覆蓋港股主板與 GEM，美股 / A 股請用 
longbridge-ipo
+ 對應市場的分析 Skill。		This skill covers HK Main Board + GEM only; for US / A-share IPOs use 
longbridge-ipo
+ a market-specific analysis skill.
已上市 > 30 天的标的本 Skill 已不覆盖，请改用 
longbridge-stock-research
/ 
longbridge-fundamental
。		本 Skill 已不覆蓋，請改用 
longbridge-stock-research
/ 
longbridge-fundamental
。		Out of scope; switch to 
longbridge-stock-research
/ 
longbridge-fundamental
.
介绍上市 / SPAC / 债券上市本 Skill 仅评估有募资的常规 IPO，不分析介绍上市 / SPAC / 债券。本 Skill 僅評估有募資的常規 IPO，不分析介紹上市 / SPAC / 債券。Listings without fundraising (介绍上市 / SPAC / bond listing) are out of scope.
关键数据 ≥ 2 项缺失（发行价、基石、超购倍数）不出评级，仅出「数据不足，无法评级」并在附录列出缺失项。不出評級，僅出「資料不足，無法評級」並在附錄列出缺失項。Do not emit a rating; emit "Insufficient data — no rating" and list missing fields in the appendix.
超购倍数尚未公布（招股期未结束）在「发行质量」维度标「等待招股截止日下午公告」，不强行评分。在「發行質量」維度標「等待招股截止日下午公告」，不強行評分。Tag the "Issue quality" dimension "awaiting close-of-book disclosure"; do not force-score.
WebSearch 找不到引用源该数据点附录写 
[unavailable]
，对应章节给定性描述而非编造数字。		該數據點附錄寫 
[unavailable]
，對應章節給定性描述而非編造數字。		Tag the row 
[unavailable]
; qualitative discussion only — never fabricate.
用户问孖展具体杠杆产品本 Skill 不推荐具体孖展产品；提示杠杆风险并引导至客服或 Longbridge 孖展页面。本 Skill 不推薦具體孖展產品；提示槓桿風險並引導至客服或 Longbridge 孖展頁面。This skill does not recommend specific margin products; surface leverage risk and redirect to support / Longbridge margin page.
其他 stderr原样透传错误，不静默重试。原樣透傳錯誤，不靜默重試。Surface stderr verbatim; never silently retry.
SituationSimplified Chinese ReplyTraditional Chinese ReplyEnglish Reply
command not found: longbridge
回退到 MCP；若 MCP 也不可用，请安装 longbridge-terminal。回退到 MCP；若 MCP 也不可用，請安裝 longbridge-terminal。Fall back to MCP; if MCP unavailable install longbridge-terminal.
stderr 
not logged in
/ 
unauthorized
本 Skill 公开数据无需登录；若是 
ipo orders
/ 
ipo profit-loss
等账户接口，请运行 
longbridge auth login
并选择 Trade 权限。		本 Skill 公開數據無需登入；若是 
ipo orders
/ 
ipo profit-loss
等帳戶接口，請執行 
longbridge auth login
並選擇 Trade 權限。		Public data needs no login; for 
ipo orders
/ 
ipo profit-loss
run 
longbridge auth login
with Trade scope.
Non-Hong Kong IPO input本 Skill 仅覆盖港股主板与 GEM，美股 / A 股请用 
longbridge-ipo
+ 对应市场的分析 Skill。		本 Skill 僅覆蓋港股主板與 GEM，美股 / A 股請用 
longbridge-ipo
+ 對應市場的分析 Skill。		This skill covers HK Main Board + GEM only; for US / A-share IPOs use 
longbridge-ipo
+ a market-specific analysis skill.
Target listed > 30 days本 Skill 已不覆盖，请改用 
longbridge-stock-research
/ 
longbridge-fundamental
。		本 Skill 已不覆蓋，請改用 
longbridge-stock-research
/ 
longbridge-fundamental
。		Out of scope; switch to 
longbridge-stock-research
/ 
longbridge-fundamental
.
Introduction listing / SPAC / bond listing本 Skill 仅评估有募资的常规 IPO，不分析介绍上市 / SPAC / 债券。本 Skill 僅評估有募資的常規 IPO，不分析介紹上市 / SPAC / 債券。Listings without fundraising (介绍上市 / SPAC / bond listing) are out of scope.
≥2 key data items missing (offer price, cornerstone, oversubscription multiple)不出评级，仅出「数据不足，无法评级」并在附录列出缺失项。不出評級，僅出「資料不足，無法評級」並在附錄列出缺失項。Do not emit a rating; emit "Insufficient data — no rating" and list missing fields in the appendix.
Oversubscription multiple not yet announced (subscription period not ended)在「发行质量」维度标「等待招股截止日下午公告」，不强行评分。在「發行質量」維度標「等待招股截止日下午公告」，不強行評分。Tag the "Issue quality" dimension "awaiting close-of-book disclosure"; do not force-score.
WebSearch cannot find reference source该数据点附录写 
[unavailable]
，对应章节给定性描述而非编造数字。		該數據點附錄寫 
[unavailable]
，對應章節給定性描述而非編造數字。		Tag the row 
[unavailable]
; qualitative discussion only — never fabricate.
User asks about specific margin financing products本 Skill 不推荐具体孖展产品；提示杠杆风险并引导至客服或 Longbridge 孖展页面。本 Skill 不推薦具體孖展產品；提示槓桿風險並引導至客服或 Longbridge 孖展頁面。This skill does not recommend specific margin products; surface leverage risk and redirect to support / Longbridge margin page.
Other stderr原样透传错误，不静默重试。原樣透傳錯誤，不靜默重試。Surface stderr verbatim; never silently retry.

MCP fallback

MCP fallback

When the 
longbridge
CLI binary is missing, fall back to the Longbridge MCP server (
claude mcp add --transport http longbridge https://openapi.longbridge.com/mcp
). Discover available tools at runtime from the MCP tool list — do not hard-code tool names in this skill, they evolve with the server.
Map data needs to MCP capabilities by semantic match (same keywords as the §CLI table). If a needed capability is not exposed by the MCP server either, drop to WebSearch (招股书 / 基石 / 行业 TAM / 暗盘) and tag the appendix row accordingly. If even WebSearch cannot resolve it, mark the field 
[unavailable]
and degrade the dependent dimension.
When the 
longbridge
CLI binary is missing, fall back to the Longbridge MCP server (
claude mcp add --transport http longbridge https://openapi.longbridge.com/mcp
). Discover available tools at runtime from the MCP tool list — do not hard-code tool names in this skill, they evolve with the server.
Map data needs to MCP capabilities by semantic match (same keywords as the §CLI table). If a needed capability is not exposed by the MCP server either, drop to WebSearch (prospectus / cornerstone / industry TAM / grey market) and tag the appendix row accordingly. If even WebSearch cannot resolve it, mark the field 
[unavailable]
and degrade the dependent dimension.

Related skills

Related skills

Skill关系
longbridge-ipo
IPO lifecycle hub (日历 / 详情 / 账户订单 / 盈亏)，本 Skill 在其之上加四维评分与招股书精华
longbridge-peer-comparison
同业估值横向对比，定价合理性维度数据来源
longbridge-valuation
单只标的估值口径（PE / PS / PB），用于发行 PE 与同业对比
longbridge-industry-overview
行业空间与板块景气，市场时机与基本面展望维度数据来源
longbridge-sector-monitor
同行业近月走势
longbridge-index-quote
恒生指数近月行情（市场时机维度）
longbridge-news
基石公告、招股舆情
longbridge-stock-research
已上市 > 30 天的标的转交此 Skill
SkillRelationship
longbridge-ipo
IPO lifecycle hub (calendar / details / account orders / profit and loss), this skill adds four-dimensional scoring and prospectus highlights on top of it
longbridge-peer-comparison
Peer valuation horizontal comparison, data source for pricing rationality dimension
longbridge-valuation
Single target valuation metrics (PE / PS / PB), used for comparing issue PE with peers
longbridge-industry-overview
Industry space and sector prosperity, data source for market timing and fundamental outlook dimensions
longbridge-sector-monitor
Recent monthly performance of same industry
longbridge-index-quote
Recent monthly market data of Hang Seng Index (market timing dimension)
longbridge-news
Cornerstone announcements, IPO-related public opinion
longbridge-stock-research
Transfer targets listed > 30 days to this skill

File layout

File layout

longbridge-hkipo-analysis/
├── SKILL.md
└── references/
    ├── scoring.md      # 四维指标卡片 + 阈值 + 权重 + 决策矩阵 + 招股书章节提取规则 + 拒绝原因
    └── output.md       # 五类输出模板（单股 / 日历 / 次新股 / 数据不足 / 拒绝）+ 标签翻译表 + 数据来源明细附录范式 + 免责声明
longbridge-hkipo-analysis/
├── SKILL.md
└── references/
    ├── scoring.md      # Four-dimensional indicator cards + thresholds + weights + decision matrix + prospectus chapter extraction rules + rejection reasons
    └── output.md       # Five types of output templates (single-stock / calendar / newly listed stock / insufficient data / rejection) + label translation table + data source details appendix paradigm + disclaimer