alphaear-signal-tracker

1# AlphaEar Signal Tracker Skill
2 
3## Overview
4 
5This skill provides logic to track and update investment signals. It assesses how new market information impacts existing signals (Strengthened, Weakened, Falsified, or Unchanged).
6 
7## Capabilities
8 
9### 1. Track Signal Evolution
10 
11### 1. Track Signal Evolution (Agentic Workflow)
12 
13**YOU (the Agent)** are the Tracker. Use the prompts in `references/PROMPTS.md`.
14 
15**Workflow:**
161.  **Research**: Use **FinResearcher Prompt** to gather facts/price for a signal.
172.  **Analyze**: Use **FinAnalyst Prompt** to generate the initial `InvestmentSignal`.
183.  **Track**: For existing signals, use **Signal Tracking Prompt** to assess evolution (Strengthened/Weakened/Falsified) based on new info.
19 
20**Tools:**
21- Use `alphaear-search` and `alphaear-stock` skills to gather the necessary data.
22- Use `scripts/fin_agent.py` helper `_sanitize_signal_output` if needing to clean JSON.
23 
24**Key Logic:**
25 
26-   **Input**: Existing Signal State + New Information (News/Price).
27-   **Process**:
28    1.  Compare new info with signal thesis.
29    2.  Determine impact direction (Positive/Negative/Neutral).
30    3.  Update confidence and intensity.
31-   **Output**: Updated Signal.
32 
33**Example Usage (Conceptual):**
34 
35```python
36# This skill is currently a pattern extracted from FinAgent.
37# In a future refactor, it should be a standalone utility class.
38# For now, refer to `scripts/fin_agent.py`'s `track_signal` method implementation.
39```
40 
41## Dependencies
42…