NeoAlpha

Run quantamental stock research, thesis tracking, momentum scans, valuation workflows, portfolio ledger, and multi-market monitoring.

Quantamental investing system for OpenClaw across US, HK, and CN equities. NeoAlpha combines thesis-driven fundamental research with quantitative data flows: Longbridge market data, asynchronous thesis tracking, SMAM momentum scans, DCF valuation, natural-language portfolio ledger, and automated premarket/live/close workflows.

When to Use

Use for stock research, investment thesis creation or updates, momentum screening, valuation/modeling, portfolio review, and cron-driven market monitoring.

Core Rules

1. Verify every number — use Longbridge first; use web search only as a supplement; include source dates.
2. Route before composing — use the most specific reference or script for the requested workflow.
3. Use scenarios for valuation — DCF, LBO, and earnings preview outputs need Bear / Base / Bull cases.
4. Keep the research discipline — facts before inference, verification before judgment, risk before return, quantified payoff.
5. Run screeners for strategy work — premarket strategy must incorporate short-term and long-term preset screener results.
6. Prioritize market state intraday — market_watch is the live workflow's primary object; single-stock triggers are evidence.

Quick Reference

See references/quick-reference.md for request routing.

Common entry points:

• Thesis tracking: references/thesis-tracker.md
• Initiating coverage: references/initiating-coverage.md
• Momentum model: references/momentum-model.md
• Portfolio monitoring: references/portfolio-monitoring.md
• Architecture: references/architecture.md

External Endpoints

Service	Purpose	Auth
longbridge CLI	Quotes, k-line, fundamentals, consensus, events, valuation, and news	User-managed Longbridge auth
OpenClaw web tools	Supplemental public research when market data is incomplete	Built in

Data Storage

• Thesis files: ${INVESTMENT_THESIS_DIR:-~/Documents/neoalpha/thesis-tracker}
  • US: <SYMBOL>.US.md, for example TLN.US.md
  • HK/SH/SZ: <CODE>.<MARKET>-<CompanyName>.md, for example 0700.HK-Tencent.md
• Daily strategies: memory/strategies/{us,hk}-daily.md
• Portfolio ledger: memory/strategies/portfolio/transactions.csv as the source of truth
• Generated portfolio snapshots: memory/strategies/portfolio/positions-current.json and memory/strategies/positions-tracker.md
• Owner prompts: memory/strategies/{us,hk}-premarket-prompt.md
• Skill presets and strategy YAML: presets/*.json and strategies/*.yaml

Security and Privacy

• Do not publish personal thesis files, portfolio ledgers, strategy outputs, prompts, or generated position snapshots.
• Keep credentials in each tool's own auth store; this skill does not require checked-in tokens or API keys.
• Treat all scripts as research and monitoring helpers only. They do not place trades.

Position Ledger Protocol

When the user describes a position change in natural language, do not hand-edit position snapshots. Record the transaction first, then continue the analysis.

python3 skills/neoalpha/scripts/portfolio_ledger.py record "<trade description>"

If one message contains multiple trades, split it into atomic records. If price, quantity, side, or symbol is ambiguous, ask before recording.

Related Sibling Skills

• longbridge and Longbridge sibling skills for market data, news, positions, and valuation.
• github for GitHub operations.