alphaear-signal-tracker▌
rkiding/awesome-finance-skills · updated Apr 8, 2026
This skill provides logic to track and update investment signals. It assesses how new market information impacts existing signals (Strengthened, Weakened, Falsified, or Unchanged).
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:
- Research: Use FinResearcher Prompt to gather facts/price for a signal.
- Analyze: Use FinAnalyst Prompt to generate the initial
InvestmentSignal. - Track: For existing signals, use Signal Tracking Prompt to assess evolution (Strengthened/Weakened/Falsified) based on new info.
Tools:
- Use
alphaear-searchandalphaear-stockskills to gather the necessary data. - Use
scripts/fin_agent.pyhelper_sanitize_signal_outputif needing to clean JSON.
Key Logic:
- Input: Existing Signal State + New Information (News/Price).
- Process:
- Compare new info with signal thesis.
- Determine impact direction (Positive/Negative/Neutral).
- 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.
Discussion
Product Hunt–style comments (not star reviews)- No comments yet — start the thread.
Ratings
4.8★★★★★25 reviews- ★★★★★Chinedu Patel· Dec 28, 2024
alphaear-signal-tracker is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
- ★★★★★William White· Dec 28, 2024
Useful defaults in alphaear-signal-tracker — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
- ★★★★★Rahul Santra· Nov 27, 2024
We added alphaear-signal-tracker from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
- ★★★★★Chinedu Sanchez· Nov 19, 2024
alphaear-signal-tracker reduced setup friction for our internal harness; good balance of opinion and flexibility.
- ★★★★★Ira Mensah· Nov 19, 2024
alphaear-signal-tracker has been reliable in day-to-day use. Documentation quality is above average for community skills.
- ★★★★★Chinedu Gupta· Nov 11, 2024
alphaear-signal-tracker fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
- ★★★★★Pratham Ware· Oct 18, 2024
alphaear-signal-tracker fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
- ★★★★★Henry Martin· Oct 10, 2024
Registry listing for alphaear-signal-tracker matched our evaluation — installs cleanly and behaves as described in the markdown.
- ★★★★★Ira Kim· Oct 10, 2024
Solid pick for teams standardizing on skills: alphaear-signal-tracker is focused, and the summary matches what you get after install.
- ★★★★★Charlotte Verma· Oct 2, 2024
We added alphaear-signal-tracker from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
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