- name
- nso-macro-monitor
- description
- Monitors official Vietnam NSO monthly and quarterly socio-economic releases and compares same-period trends; used when users request official macro updates and year-over-year context.
- compatibility
- Requires Brave API access.
NSO Macro Monitor (Web Workflow)
Use this skill when the user asks for official macro updates from Vietnam's NSO.
Data source
- Primary page: https://www.nso.gov.vn/bao-cao-tinh-hinh-kinh-te-xa-hoi-hang-thang
Tooling assumption
- OpenClaw has built-in web fetch and Brave API.
- Do not write Python for this skill unless explicitly requested.
Execution workflow
- Fetch the NSO listing page and extract latest report links.
- Open the latest monthly/quarterly report page (and linked PDF if available).
- Extract key macro blocks: growth, inflation, industrial production, trade, credit, retail, FDI.
- Identify the same period in the previous year.
- Build a same-period comparison table.
- Produce a concise sector-impact summary for Vietnam equities.
Data quality gate (required)
Run this gate before publishing:
- Freshness: include release date and extraction time in ICT (
UTC+7). - Coverage: confirm both summary page and report/PDF were attempted.
- Completeness: report missing indicator blocks explicitly (GDP/CPI/IIP/trade/retail/FDI/credit).
- De-duplication: if multiple reposts of same NSO release exist, keep canonical NSO URL.
- Claim tagging: mark statements as
Fact(from NSO) vsInference(sector impact mapping).
Shared confidence rubric (required)
Apply this common standard:
High: canonical NSO release retrieved, key indicator blocks mostly complete, and dates clearly mapped to same period comparison.Medium: release retrieved but some indicator blocks or historical comparators are missing.Low: release not fully accessible (or PDF/text extraction fails materially) and only partial directional summary is possible.
Always output confidence with:
- Release date + extraction timestamp (ICT
UTC+7). - Completed vs missing indicator blocks.
- Exact missing items that could alter sector interpretation.
Output format (required)
- Section 1: Latest NSO release metadata (title, date, URL).
- Section 2: Key indicators table (current vs prior-period vs YoY direction).
- Section 3: Sector implications (banks, real estate, export, energy, consumer, industrials).
- Section 4: Confidence and data gaps.
Watchlist mode (optional)
If the user provides an ACTIVE_WATCHLIST, add Section 3b:
Watchlist Impact Map: map each ticker to the most relevant NSO indicators (Fact) and the transmission channel (Inference).- Provide 1–2 monitoring triggers per ticker and a confidence tag.
Do not output absolute buy/sell instructions.
Trigger examples
- "Fetch the latest NSO report and compare to the same period last year."
- "Summarize this month NSO macro release for Vietnam equities."
- "What changed in CPI, trade, and industrial production versus last year?"
Quality rules
- Separate facts from interpretation.
- Cite URLs for every key claim.
- If PDF parsing fails, state it explicitly and continue with accessible text.
- Never fabricate missing statistics.
- If key blocks are missing, downgrade confidence and state what to verify later.