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alphasift - A-share stock screening, ranking, and post-evaluation tool

Filters, scores, and ranks A-share candidate stocks by strategy via CLI or Python, with optional LLM re-ranking and T+N post-evaluation.

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Updated: 2026-09-17

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Screen A-share stocks by strategy
  • List available screening strategies
  • Rank candidate stocks with LLM
  • Run post-analysis on top candidates
  • Evaluate saved screening runs
  • Cache industry and concept mappings

Inputs

  • Strategy YAML profiles
  • A-share daily market data
  • Candidate context files
  • LLM API configurations
  • DSA API endpoint URL

Outputs

  • ScreenResult JSON output
  • Saved screening run records
  • Industry mapping CSV cache file
  • T+N post-evaluation reports

Requirements

  • Local alphasift package installation
  • A-share market support
  • Daily market data source access
  • Optional LiteLLM API access
  • Optional DSA service access

Source

  • Spec: SKILL.md

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stock-screening
a-share
quantitative-finance
llm-ranking
alphasift
Screen A-share stocks by strategy
List available screening strategies
Rank candidate stocks with LLM
Run post-analysis on top candidates
Strategy YAML profiles
A-share daily market data
Candidate context files
ScreenResult JSON output
Saved screening run records
Industry mapping CSV cache file