{"id":"320a3668-874c-4d40-a940-4335474f5c88","shortId":"r8hVZN","kind":"skill","title":"alphaear-signal-tracker","tagline":"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.","description":"# AlphaEar Signal Tracker Skill\n\n## Overview\n\nThis skill provides logic to track and update investment signals. It assesses how new market information impacts existing signals (Strengthened, Weakened, Falsified, or Unchanged).\n\n## Capabilities\n\n### 1. Track Signal Evolution\n\n### 1. Track Signal Evolution (Agentic Workflow)\n\n**YOU (the Agent)** are the Tracker. Use the prompts in `references/PROMPTS.md`.\n\n**Workflow:**\n1.  **Research**: Use **FinResearcher Prompt** to gather facts/price for a signal.\n2.  **Analyze**: Use **FinAnalyst Prompt** to generate the initial `InvestmentSignal`.\n3.  **Track**: For existing signals, use **Signal Tracking Prompt** to assess evolution (Strengthened/Weakened/Falsified) based on new info.\n\n**Tools:**\n- Use `alphaear-search` and `alphaear-stock` skills to gather the necessary data.\n- Use `scripts/fin_agent.py` helper `_sanitize_signal_output` if needing to clean JSON.\n\n**Key Logic:**\n\n-   **Input**: Existing Signal State + New Information (News/Price).\n-   **Process**:\n    1.  Compare new info with signal thesis.\n    2.  Determine impact direction (Positive/Negative/Neutral).\n    3.  Update confidence and intensity.\n-   **Output**: Updated Signal.\n\n**Example Usage (Conceptual):**\n\n```python\n# This skill is currently a pattern extracted from FinAgent.\n# In a future refactor, it should be a standalone utility class.\n# For now, refer to `scripts/fin_agent.py`'s `track_signal` method implementation.\n```\n\n## Dependencies\n\n-   `agno` (Agent framework)\n-   `sqlite3` (built-in)\n\nEnsure `DatabaseManager` is initialized correctly.","tags":["alphaear","signal","tracker","awesome","finance","skills","rkiding","agent","agent-skills","finances","fintech"],"capabilities":["skill","source-rkiding","skill-alphaear-signal-tracker","topic-agent","topic-agent-skills","topic-finances","topic-fintech"],"categories":["Awesome-finance-skills"],"synonyms":[],"warnings":[],"endpointUrl":"https://skills.sh/RKiding/Awesome-finance-skills/alphaear-signal-tracker","protocol":"skill","transport":"skills-sh","auth":{"type":"none","details":{"cli":"npx skills add RKiding/Awesome-finance-skills","source_repo":"https://github.com/RKiding/Awesome-finance-skills","install_from":"skills.sh"}},"qualityScore":"0.700","qualityRationale":"deterministic score 0.70 from registry signals: · indexed on github topic:agent-skills · 2025 github stars · SKILL.md body (1,580 chars)","verified":false,"liveness":"unknown","lastLivenessCheck":null,"agentReviews":{"count":0,"score_avg":null,"cost_usd_avg":null,"success_rate":null,"latency_p50_ms":null,"narrative_summary":null,"summary_updated_at":null},"enrichmentModel":"deterministic:skill-github:v1","enrichmentVersion":1,"enrichedAt":"2026-05-03T00:52:44.240Z","embedding":null,"createdAt":"2026-04-18T21:54:11.770Z","updatedAt":"2026-05-03T00:52:44.240Z","lastSeenAt":"2026-05-03T00:52:44.240Z","tsv":"'1':63,67,85,159 '2':96,166 '3':106,171 'agent':71,75,215 'agno':214 'alphaear':2,33,126,130 'alphaear-search':125 'alphaear-signal-track':1 'alphaear-stock':129 'analyz':97 'assess':49,116 'base':13,119 'built':219 'built-in':218 'capabl':62 'class':202 'clean':147 'compar':160 'conceptu':181 'confid':173 'correct':225 'current':186 'data':137 'databasemanag':222 'depend':213 'determin':25,167 'direct':169 'ensur':221 'evolut':9,66,70,117 'exampl':179 'exist':55,109,152 'extract':189 'facts/price':92 'falsifi':32,59 'finag':191 'finanalyst':99 'financ':6,16,22 'finresearch':88 'framework':216 'futur':194 'gather':91,134 'generat':102 'helper':140 'impact':54,168 'implement':212 'info':122,162 'inform':18,53,156 'initi':104,224 'input':151 'intens':175 'invest':7,46 'investmentsign':105 'json':148 'key':149 'logic':12,41,150 'market':17,52 'method':211 'monitor':21 'necessari':136 'need':145 'new':15,51,121,155,161 'news/price':157 'output':143,176 'overview':37 'pattern':188 'positive/negative/neutral':170 'process':158 'prompt':81,89,100,114 'provid':40 'python':182 'refactor':195 'refer':205 'references/prompts.md':83 'research':86 'sanit':141 'scripts/fin_agent.py':139,207 'search':127 'signal':3,8,23,34,47,56,65,69,95,110,112,142,153,164,178,210 'skill':36,39,132,184 'skill-alphaear-signal-tracker' 'source-rkiding' 'sqlite3':217 'standalon':200 'state':154 'stock':131 'strengthen':29,57 'strengthened/weakened/falsified':118 'thesi':165 'tool':123 'topic-agent' 'topic-agent-skills' 'topic-finances' 'topic-fintech' 'track':5,43,64,68,107,113,209 'tracker':4,35,78 'unchang':61 'updat':11,45,172,177 'usag':180 'use':19,79,87,98,111,124,138 'util':201 'weaken':30,58 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