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alphaear-signal-tracker

Track investment signals, the evidence behind an investment idea, as news and prices change. Compare new information with the existing thesis, classify its impact, and update the signal’s confidence and strength.

中文简介正在准备中。当前显示英语简介。

原文查看原文说明

Track finance investment signal evolution and update logic based on new finance market information. Use when monitoring finance signals and determining if they are strengthened, weakened, or falsified.

实测评分 未实测

查看安装方法

适用场景

  • Reassessing an investment thesis after new market news
  • Checking how price changes affect an existing signal
  • Creating an initial signal from researched facts
  • Updating signal confidence and strength

包含的文件(36)

  • SKILL.md1.8 KB
  • references/PROMPTS.md2.0 KB
  • scripts/__init__.py0 B
  • scripts/fin_agent.py3.8 KB
  • scripts/prompts/fin_agent.py6.6 KB
  • scripts/prompts/forecast_analyst.py1.9 KB
  • scripts/prompts/intent_agent.py2.2 KB
  • scripts/prompts/isq_prompt_generator.py1.8 KB
  • scripts/prompts/report_agent.py18.1 KB
  • scripts/prompts/trend_agent.py7.4 KB
  • scripts/prompts/visualizer.py2.0 KB
  • scripts/schema/isq_template.py13.6 KB
  • scripts/schema/models.py6.1 KB
  • scripts/tools/__init__.py448 B
  • scripts/tools/toolkits.py18.7 KB
  • scripts/utils/__init__.py25 B
  • scripts/utils/content_extractor.py4.7 KB
  • scripts/utils/database_manager.py21.3 KB
  • scripts/utils/hybrid_search.py8.0 KB
  • scripts/utils/json_utils.py6.2 KB
  • scripts/utils/llm/capability.py2.8 KB
  • scripts/utils/llm/factory.py3.6 KB
  • scripts/utils/llm/router.py2.8 KB
  • scripts/utils/logging_setup.py1.0 KB
  • scripts/utils/md_to_html.py4.8 KB
  • scripts/utils/news_tools.py9.9 KB
  • scripts/utils/predictor/evaluation.py5.6 KB
  • scripts/utils/predictor/kline_generate.py7.6 KB
  • scripts/utils/predictor/model/__init__.py394 B
  • scripts/utils/predictor/model/kronos.py30.4 KB
  • scripts/utils/predictor/model/module.py22.3 KB
  • scripts/utils/predictor/training.py18.3 KB
  • scripts/utils/search_tools.py28.6 KB
  • scripts/utils/sentiment_tools.py9.9 KB
  • scripts/utils/stock_tools.py9.8 KB
  • tests/test_tracker.py565 B

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

AlphaEar Signal Tracker Skill

Overview

This skill provides logic to track and update investment signals. It assesses how new market information impacts existing signals (Strengthened, Weakened, Falsified, or Unchanged).

Capabilities

1. Track Signal Evolution

1. Track Signal Evolution (Agentic Workflow)

YOU (the Agent) are the Tracker. Use the prompts in references/PROMPTS.md.

Workflow:

  1. Research: Use FinResearcher Prompt to gather facts/price for a signal.
  2. Analyze: Use FinAnalyst Prompt to generate the initial InvestmentSignal.
  3. Track: For existing signals, use Signal Tracking Prompt to assess evolution (Strengthened/Weakened/Falsified) based on new info.

Tools:

  • Use alphaear-search and alphaear-stock skills to gather the necessary data.
  • Use scripts/fin_agent.py helper _sanitize_signal_output if needing to clean JSON.

Key Logic:

  • Input: Existing Signal State + New Information (News/Price).
  • Process:
    1. Compare new info with signal thesis.
    2. Determine impact direction (Positive/Negative/Neutral).
    3. Update confidence and intensity.
  • Output: Updated Signal.

Example Usage (Conceptual):

# This skill is currently a pattern extracted from FinAgent.
# In a future refactor, it should be a standalone utility class.
# For now, refer to `scripts/fin_agent.py`'s `track_signal` method implementation.

Dependencies

  • agno (Agent framework)
  • sqlite3 (built-in)

Ensure DatabaseManager is initialized correctly.

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同一仓库的技能

Retrieve the latest financial signals from DeepEar Lite as a formatted report. Review titles, summaries, sentiment indicators, confidence scores, and source links to understand reported market trends and factors affecting stock performance.

中文简介正在准备中。当前显示英语简介。

  • Checking the latest financial signals
  • Reviewing reported factors affecting stock performance
  • Reading signal summaries alongside confidence scores
RKiding/Awesome-finance-skills30842026年3月29日 更新

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中文简介正在准备中。当前显示英语简介。

  • Visualizing the reasoning behind an investment thesis
  • Mapping how financial signals transmit through markets
  • Preparing a viewable diagram to explain financial logic
RKiding/Awesome-finance-skills30842026年3月29日 更新

Fetch current financial headlines and combine trending stories from multiple sources, including Weibo and WallstreetCN. You can also retrieve a summary of active Polymarket prediction markets to review alongside the news.

中文简介正在准备中。当前显示英语简介。

  • Check trending financial news
  • Combine headlines from several sources into one report
  • Review a summary of active Polymarket prediction markets
RKiding/Awesome-finance-skills30842026年3月29日 更新

Generate financial market forecasts with Kronos using time-series data, meaning observations recorded over time. An agent then adjusts the numerical forecast using recent news sentiment and reasoning, combining a quantitative baseline with a subjective assessment.

中文简介正在准备中。当前显示英语简介。

  • Forecasting financial market trends from time-series data
  • Adjusting a baseline forecast using recent news
  • Combining quantitative forecasts with news sentiment
RKiding/Awesome-finance-skills30842026年3月29日 更新

Turn financial analysis and investment signals into a structured report. Group related signals, draft sections, assemble and edit the report, and create chart configurations to support the written analysis when needed.

中文简介正在准备中。当前显示英语简介。

  • Turning investment signals into a financial report
  • Grouping related signals to plan report sections
  • Combining section drafts into a complete report
RKiding/Awesome-finance-skills30842026年3月29日 更新

Search for financial information on the web or in a local news database. Use Jina, DDG, or Baidu, combine results from multiple engines, and assess whether cached results can answer a query before searching again.

中文简介正在准备中。当前显示英语简介。

  • Researching financial information on the web
  • Combining results from multiple search engines
  • Finding financial information in stored local news
RKiding/Awesome-finance-skills30842026年3月29日 更新

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