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d-o-hub

web-search-researcher

by d-o-hub

A modular Rust-based self-learning episodic memory system for AI agents, featuring hybrid storage with Turso (SQL) and redb (KV), async execution tracking, reward scoring, reflection, and pattern-based skill evolution. Designed for real-world applicability, maintainability, and scalable agent workflows.

3🍴 0📅 Jan 23, 2026

SKILL.md


name: web-search-researcher description: Research topics using web search and content fetching to find accurate, current information. Use when you need modern information, official documentation, best practices, technical solutions, or comparisons beyond your training data.

Web Search Research

Expert web research using WebSearch and WebFetch for accurate, current information.

Quick Reference

When to Use

  • Find modern information not in training data
  • Locate official documentation for APIs/libraries
  • Research best practices and current recommendations
  • Discover technical solutions to specific problems
  • Compare technologies, approaches, or tools

Date Context Awareness

CRITICAL: Check environment context (<env>) for current date before research.

Why: Ensures searches use current year, prevents outdated best practices.

Core Process

  1. Analyze - Break down query, identify key terms
  2. Search - Execute strategic searches
  3. Fetch - Retrieve content from authoritative sources
  4. Synthesize - Organize and present findings

Research Depth

LevelTimeUse When
Quick15-20 minSimple questions, checking syntax
Standard30-45 minTechnical decisions, best practices
Deep60-90 minArchitecture decisions, critical systems
Exhaustive2+ hrMission-critical, novel domains

See strategies.md for API/docs/best-practices search patterns and progressive.md for time-boxed approach.

Score

Total Score

75/100

Based on repository quality metrics

SKILL.md

SKILL.mdファイルが含まれている

+20
LICENSE

ライセンスが設定されている

+10
説明文

100文字以上の説明がある

+10
人気

GitHub Stars 100以上

0/15
最近の活動

1ヶ月以内に更新

+10
フォーク

10回以上フォークされている

0/5
Issue管理

オープンIssueが50未満

+5
言語

プログラミング言語が設定されている

+5
タグ

1つ以上のタグが設定されている

+5

Reviews

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