Acts as a meta-orchestrator that routes stock-analysis requests across data, macro/news, and valuation skills under explicit budget controls; used when users ask to find candidates, compare stocks, or run end-to-end expert analysis.
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Acts as a meta-orchestrator that routes stock-analysis requests across data, macro/news, and valuation skills under explicit budget controls; used when users ask to find candidates, compare stocks, or run end-to-end expert analysis.
compatibility
Requires dependent skills (`vnstock-free-expert`, macro/news monitors, and `equity-valuation-framework`) to be available in the same workspace.
metadata
{"openclaw":{"emoji":"🧩"}}
Stock Picker Orchestrator
Use this skill to coordinate the full analysis system from user intent to final recommendation framing.
Purpose
Convert user request into the right analysis pipeline.
Control budget: vnstock API calls, breadth of news scraping, depth of valuation work.
Produce transparent outputs: what was fetched, assumptions, confidence, gaps.
Scope boundary: this skill coordinates other skills and does not replace their domain-specific logic.
Skill graph (preferred dependencies)
vnstock-free-expert for structured market/fundamental data.
nso-macro-monitor for Vietnam macro snapshot.
us-macro-news-monitor for global macro spillover signals.
vn-market-news-monitor for domestic market narrative.
equity-valuation-framework for decision-grade valuation and report standard.
portfolio-risk-manager for IPS mini + position sizing + risk triggers (no-margin).
Trigger conditions
"Find best stock(s)"
"Screen this sector"
"Analyze ticker X deeply"
"How do macro/news affect these stocks"
"Value this stock like a professional"
First step: intent classification
Classify user request into one of these modes:
Single-Ticker Deep Dive
Multi-Ticker/Universe Screening
Macro/News-Led Investigation
Portfolio Refresh
If ambiguous, choose the most conservative high-signal mode and note assumption.
Execution workflow (ordered)
Parse user intent and select one routing mode.
Set budget preset (Light, Standard, Deep) and hard request limits.
Execute required upstream skills for the chosen route.
Validate intermediate outputs for freshness, completeness, and conflicts.
Run valuation layer only at the required depth.
Aggregate confidence across modules using the shared rubric.
Return output using the mandatory output contract.
