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AlphaEar Search Skill — measured AI agent skill | DecimalAI

rkiding/alphaear-search

NewSkillScoreMaintained

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).

researchby rkiding

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Research pack

decimalai skills pull rkiding-alphaear-search

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/rkiding-alphaear-search/SKILL.md

Raw file: /s/rkiding-alphaear-search/SKILL.md ↗ · machine-readable summary at /s/rkiding-alphaear-search.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 1h ago

—-9% tokens0% turns41% of whole cases pass with skill (9/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-01	✗→✓	▲ Improved	149%	0%
case-05	✗→✓	▲ Improved	-37%	0%
case-07	✗→✓	▲ Improved	-15%	0%
case-12	✗→✓	▲ Improved	-36%	0%
case-15	✗→✓	▲ Improved	309%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

rkiding / awesome-finance-skills

skills/alphaear-search/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/3/2026Version v1Bundled 7 files · scripts

Skill contents

scripts/

references/

SKILL.md

AlphaEar Search Skill

Overview

Unified search capabilities: web search (Jina/DDG/Baidu) and local RAG search.

Capabilities

1. Web Search

Use scripts/search_tools.py via SearchTools.

Search: search(query, engine, max_results)
Engines: jina, ddg, baidu, local.
Returns: JSON string (summary) or ListDict] (via search_list).
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.
Aggregate: aggregate_search(query)
Combines results from multiple engines.

2. Local RAG

Use scripts/hybrid_search.py or SearchTools with engine='local'.

Search: Searches local daily_news database.

Dependencies

duckduckgo-search, requests
scripts/database_manager.py (search cache & local news)

Want to see if rkiding/alphaear-search would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.