| name | vn-market-news-monitor |
| description | Tracks Vietnam market and sector narratives from major domestic financial media; used when users ask for market stories, sector heat, and most-mentioned Vietnamese tickers. |
| compatibility | Requires OpenClaw web fetch and Brave API access. |
Vietnam Market News Monitor (Web Workflow)
Use this skill to monitor domestic Vietnam market narratives by sector and ticker mentions.
Data sources
Tooling assumption
- OpenClaw web fetch + Brave API available.
- No Python scripts needed for this skill.
Execution workflow
- Fetch latest headlines from all four sources.
- Tag headlines by sector and potential ticker mentions.
- Count mention intensity by sector.
- Compare with previous snapshot (if available) to detect narrative acceleration/deceleration.
- Highlight possible misinformation/noise risk areas.
Data quality gate (required)
Run this gate before final output:
- Freshness: include collection window in ICT (
UTC+7) and last-update timestamp per source.
- Coverage: target >= 3 domestic sources; if < 3, set confidence to
Low.
- De-duplication: cluster duplicate headlines by normalized title + publisher domain.
- Evidence tags: mark each major claim as
Fact (headline/text) or Inference (market implication).
- 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:
- Source coverage table.
- Freshness window (ICT
UTC+7).
- 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.
