{"id":"55684e3f-1480-4077-b5a5-c988ec845065","shortId":"jJPRX6","kind":"skill","title":"alphaear-search","tagline":"Perform finance web searches and local context searches. Use when the user needs general finance info from the web (Jina/DDG/Baidu) or needs to retrieve finance information from a local document store (RAG).","description":"# AlphaEar Search Skill\n\n## Overview\n\nUnified search capabilities: web search (Jina/DDG/Baidu) and local RAG search.\n\n## Capabilities\n\n### 1. Web Search\n\nUse `scripts/search_tools.py` via `SearchTools`.\n\n-   **Search**: `search(query, engine, max_results)`\n    -   Engines: `jina`, `ddg`, `baidu`, `local`.\n    -   Returns: JSON string (summary) or List[Dict] (via `search_list`).\n-   **Smart Cache (Agentic)**: If you want to avoid redundant searches, use the **Search Cache Relevance Prompt** in `references/PROMPTS.md`. Read the cache first and decide if it's usable.\n-   **Aggregate**: `aggregate_search(query)`\n    -   Combines results from multiple engines.\n\n\n### 2. Local RAG\n\nUse `scripts/hybrid_search.py` or `SearchTools` with `engine='local'`.\n\n-   **Search**: Searches local `daily_news` database.\n\n## Dependencies\n\n-   `duckduckgo-search`, `requests`\n-   `scripts/database_manager.py` (search cache & local news)","tags":["alphaear","search","awesome","finance","skills","rkiding","agent","agent-skills","finances","fintech"],"capabilities":["skill","source-rkiding","skill-alphaear-search","topic-agent","topic-agent-skills","topic-finances","topic-fintech"],"categories":["Awesome-finance-skills"],"synonyms":[],"warnings":[],"endpointUrl":"https://skills.sh/RKiding/Awesome-finance-skills/alphaear-search","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 (925 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":"2026-05-03T00:52:44.109Z","embedding":null,"createdAt":"2026-04-18T21:54:10.273Z","updatedAt":"2026-05-03T00:52:44.109Z","lastSeenAt":"2026-05-03T00:52:44.109Z","tsv":"'1':51 '2':116 'agent':81 'aggreg':107,108 'alphaear':2,36 'alphaear-search':1 'avoid':86 'baidu':67 'cach':80,92,99,139 'capabl':42,50 'combin':111 'context':10 'daili':129 'databas':131 'ddg':66 'decid':102 'depend':132 'dict':75 'document':33 'duckduckgo':134 'duckduckgo-search':133 'engin':61,64,115,124 'financ':5,18,28 'first':100 'general':17 'info':19 'inform':29 'jina':65 'jina/ddg/baidu':23,45 'json':70 'list':74,78 'local':9,32,47,68,117,125,128,140 'max':62 'multipl':114 'need':16,25 'news':130,141 'overview':39 'perform':4 'prompt':94 'queri':60,110 'rag':35,48,118 'read':97 'redund':87 'references/prompts.md':96 'relev':93 'request':136 'result':63,112 'retriev':27 'return':69 'scripts/database_manager.py':137 'scripts/hybrid_search.py':120 'scripts/search_tools.py':55 'search':3,7,11,37,41,44,49,53,58,59,77,88,91,109,126,127,135,138 'searchtool':57,122 'skill':38 'skill-alphaear-search' 'smart':79 'source-rkiding' 'store':34 'string':71 'summari':72 'topic-agent' 'topic-agent-skills' 'topic-finances' 'topic-fintech' 'unifi':40 'usabl':106 'use':12,54,89,119 'user':15 'via':56,76 'want':84 'web':6,22,43,52","prices":[{"id":"914d95cc-08f4-4ce6-8117-d780e49e294e","listingId":"55684e3f-1480-4077-b5a5-c988ec845065","amountUsd":"0","unit":"free","nativeCurrency":null,"nativeAmount":null,"chain":null,"payTo":null,"paymentMethod":"skill-free","isPrimary":true,"details":{"org":"RKiding","category":"Awesome-finance-skills","install_from":"skills.sh"},"createdAt":"2026-04-18T21:54:10.273Z"}],"sources":[{"listingId":"55684e3f-1480-4077-b5a5-c988ec845065","source":"github","sourceId":"RKiding/Awesome-finance-skills/alphaear-search","sourceUrl":"https://github.com/RKiding/Awesome-finance-skills/tree/main/skills/alphaear-search","isPrimary":false,"firstSeenAt":"2026-04-18T21:54:10.273Z","lastSeenAt":"2026-05-03T00:52:44.109Z"}],"details":{"listingId":"55684e3f-1480-4077-b5a5-c988ec845065","quickStartSnippet":null,"exampleRequest":null,"exampleResponse":null,"schema":null,"openapiUrl":null,"agentsTxtUrl":null,"citations":[],"useCases":[],"bestFor":[],"notFor":[],"kindDetails":{"org":"RKiding","slug":"alphaear-search","github":{"repo":"RKiding/Awesome-finance-skills","stars":2025,"topics":["agent","agent-skills","finances","fintech"],"license":"apache-2.0","html_url":"https://github.com/RKiding/Awesome-finance-skills","pushed_at":"2026-03-29T05:03:47Z","description":"A collection of Awesome Finance Agent Skills for free and easy to start | 一系列开源免费的金融分析Agent Skills","skill_md_sha":"e1318ca3ba7da85df4e88547d208e9f3fb514c5b","skill_md_path":"skills/alphaear-search/SKILL.md","default_branch":"main","skill_tree_url":"https://github.com/RKiding/Awesome-finance-skills/tree/main/skills/alphaear-search"},"layout":"multi","source":"github","category":"Awesome-finance-skills","frontmatter":{"name":"alphaear-search","description":"Perform finance web searches and local context searches. Use when the user needs general finance info from the web (Jina/DDG/Baidu) or needs to retrieve finance information from a local document store (RAG)."},"skills_sh_url":"https://skills.sh/RKiding/Awesome-finance-skills/alphaear-search"},"updatedAt":"2026-05-03T00:52:44.109Z"}}