vn-market-news-monitor

追踪国内主要财经媒体对越南市场和行业的报道；当用户询问市场故事、行业热度和最常提及的越南股票时使用。

# Vietnam Market News Monitor (Web Workflow)

Use this skill to monitor domestic Vietnam market narratives by sector and ticker mentions.

## Data sources
- CafeF: https://cafef.vn/
- VnEconomy: https://vneconomy.vn/
- VietnamFinance: https://vietnamfinance.vn/
- Vietstock: https://vietstock.vn/

## Tooling assumption
- OpenClaw web fetch + Brave API available.
- No Python scripts needed for this skill.

## Execution workflow
1. Fetch latest headlines from all four sources.
2. Tag headlines by sector and potential ticker mentions.
3. Count mention intensity by sector.
4. Compare with previous snapshot (if available) to detect narrative acceleration/deceleration.
5. Highlight possible misinformation/noise risk areas.

## Data quality gate (required)
Run this gate before final output:
1. Freshness: include collection window in ICT (`UTC+7`) and last-update timestamp per source.
2. Coverage: target >= 3 domestic sources; if < 3, set confidence to `Low`.
3. De-duplication: cluster duplicate headlines by normalized title + publisher domain.
4. Evidence tags: mark each major claim as `Fact` (headline/text) or `Inference` (market implication).
5. Bias check: flag concentration if one source contributes > 50% of collected items.

## Shared confidence rubric (required)
Apply this common standard:
- `High`: >= 3 active sources, fresh window (24h/7d explicitly stated), and low concentration bias.
- `Medium`: 2 sources or moderate concentration bias, but sector/ticker narratives are still cross-validated.
- `Low`: < 2 sources, stale window, or highly concentrated/noisy coverage with weak confirmation.

Always output confidence with:
1. Source coverage table.
2. Freshness window (ICT `UTC+7`).
3. Major noise/bias factor that may distort narrative ranking.

## Output format (required)
- Section 1: Source coverage and freshness.
- Section 2: Top sectors by media intensity.
- Section 3: Most-mentioned tickers.
- Section 4: Narrative shift vs previous period.
- Section 5: Risks and validation checklist before investment action.

## Watchlist mode (optional)
If the user provides an `ACTIVE_WATCHLIST` (tickers), add an extra section:
- `Watchlist Impact Map`: for each ticker, list relevant headlines (with links), label `Fact` vs `Inference`, and provide 1–2 monitoring triggers.

Do **not** issue buy/sell commands; this skill is for signal monitoring only.

## Trigger examples
- "What are the hottest Vietnam market narratives today?"
- "Which sectors and tickers are mentioned most in Vietnamese financial media?"
- "Compare this week's market narrative vs last week."

## Quality rules
- Headlines are signals, not direct trading decisions.
- Always recommend cross-checking with `vnstock` quantitative metrics.
- Provide source links for every major statement.
- If source coverage is weak or stale, explicitly downgrade confidence.

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## 中文说明

# 越南市场新闻监控（Web 工作流）

使用本技能按行业和股票代码提及情况监控越南国内市场叙事。

## 数据来源
- CafeF: https://cafef.vn/
- VnEconomy: https://vneconomy.vn/
- VietnamFinance: https://vietnamfinance.vn/
- Vietstock: https://vietstock.vn/

## 工具假设
- 可使用 OpenClaw web fetch + Brave API。
- 本技能无需 Python 脚本。

## 执行流程
1. 从全部四个来源获取最新头条新闻。
2. 按行业和潜在股票代码提及为头条新闻打标签。
3. 按行业统计提及强度。
4. 与上一次快照（如有）进行对比，检测叙事的加速/减速。
5. 标注可能存在的虚假信息/噪音风险区域。

## 数据质量关卡（必需）
在生成最终输出前运行此关卡：
1. 时效性：包含以 ICT（`UTC+7`）表示的采集时间窗口，以及每个来源的最后更新时间戳。
2. 覆盖度：目标 >= 3 个国内来源；若 < 3，则将置信度设为 `Low`。
3. 去重：按规范化标题 + 出版方域名对重复头条进行聚类。
4. 证据标签：将每条主要论断标记为 `Fact`（头条/正文）或 `Inference`（市场含义）。
5. 偏差检查：若某一来源贡献了超过 50% 的采集条目，则标记集中度问题。

## 共享置信度评分标准（必需）
应用此通用标准：
- `High`：>= 3 个活跃来源、时间窗口新鲜（明确说明 24h/7d）且集中度偏差较低。
- `Medium`：2 个来源或中等集中度偏差，但行业/股票代码叙事仍经过交叉验证。
- `Low`：< 2 个来源、时间窗口陈旧，或覆盖高度集中/嘈杂且确认薄弱。

输出置信度时始终附带：
1. 来源覆盖表。
2. 时效窗口（ICT `UTC+7`）。
3. 可能扭曲叙事排名的主要噪音/偏差因素。

## 输出格式（必需）
- 第 1 部分：来源覆盖度和时效性。
- 第 2 部分：按媒体强度排名的热门行业。
- 第 3 部分：被提及最多的股票代码。
- 第 4 部分：相较上一周期的叙事变化。
- 第 5 部分：投资行动前的风险与验证清单。

## 关注列表模式（可选）
如果用户提供了 `ACTIVE_WATCHLIST`（股票代码），则增加一个额外部分：
- `Watchlist Impact Map`：对每只股票代码，列出相关头条（含链接），标注 `Fact` 与 `Inference`，并提供 1–2 个监控触发条件。

请**不要**发出买入/卖出指令；本技能仅用于信号监控。

## 触发示例
- "What are the hottest Vietnam market narratives today?"
- "Which sectors and tickers are mentioned most in Vietnamese financial media?"
- "Compare this week's market narrative vs last week."

## 质量规则
- 头条是信号，而非直接的交易决策。
- 始终建议与 `vnstock` 量化指标进行交叉核对。
- 为每条主要陈述提供来源链接。
- 若来源覆盖薄弱或陈旧，明确下调置信度。