---
name: nso-macro-monitor-3c5342b07d07
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
1. Fetch the NSO listing page and extract latest report links.
2. Open the latest monthly/quarterly report page (and linked PDF if available).
3. Extract key macro blocks: growth, inflation, industrial production, trade, credit, retail, FDI.
4. Identify the same period in the previous year.
5. Build a same-period comparison table.
6. Produce a concise sector-impact summary for Vietnam equities.

## Data quality gate (required)
Run this gate before publishing:
1. Freshness: include release date and extraction time in ICT (`UTC+7`).
2. Coverage: confirm both summary page and report/PDF were attempted.
3. Completeness: report missing indicator blocks explicitly (GDP/CPI/IIP/trade/retail/FDI/credit).
4. De-duplication: if multiple reposts of same NSO release exist, keep canonical NSO URL.
5. Claim tagging: mark statements as `Fact` (from NSO) vs `Inference` (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:
1. Release date + extraction timestamp (ICT `UTC+7`).
2. Completed vs missing indicator blocks.
3. 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.


---
Source attribution: modbender
Original project: https://github.com/modbender/skill-library-mcp/blob/d9c8fe903b5b4e82237dbe8d0df8567783022e18/data/nso-macro-monitor/SKILL.md
License: MIT
License information: https://opensource.org/license/mit
Original upstream instructions; downloaded from Mega AI Hub.

## Upstream license notice

MIT License

Copyright (c) 2025 skill-library-mcp contributors

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.



# Mega AI Hub resource metadata

Creator / publisher: modbender
Original project: https://github.com/modbender/skill-library-mcp/blob/d9c8fe903b5b4e82237dbe8d0df8567783022e18/data/nso-macro-monitor/SKILL.md
Attribution basis: Source repository record

Fields of work: Data & Analytics, Marketing, Product Management
Roles: Data Analyst, Marketing Analyst, Product Manager
Specialties: API
Tools: OpenAI API, Brave Api
Country applicability: Country not specified
Classification basis: Source catalog labels
Instruction SHA-256: ee04cbff427551191afbd924baf1b48f278eec21e381a74188d39cc3e10ea12e