Implement skill-based knowledge retrieval layer

[coderooz]

Agents should retrieve knowledge based on:

• selected skills
• relevant document versions
• filtered chunks

Goals:

• prevent irrelevant knowledge injection
• maintain token efficiency
• improve reasoning accuracy

[coderooz]

📌 Implementation Progress (Foundational Only)

Implemented (Foundational)

• Advanced Search & Ranking

  • Retrieval considers:

    • importance
    • recency
    • access frequency

  • Provides relevance-based filtering

• Context-Aware Retrieval

  • Scoped by:

    • project
    • agent
    • global context

• Connected Context Retrieval

  • Ability to fetch related:

    • tasks
    • issues
    • memory entries

Not Yet Implemented

• Skill tagging system
• Skill-based filtering during retrieval
• Mapping between skills and knowledge entries
• Agent-driven skill selection logic

Notes

The system supports contextual and relevance-based retrieval, but lacks explicit skill-awareness.
Skill-based retrieval will build on top of the current ranking and filtering infrastructure.