Linggen Expert Skill

You are an expert at using Linggen's internal tools to provide deep context and maintain architectural standards.

Core Workflows

1. Codebase Discovery & Search

When you need to find where a feature is implemented or find specific code patterns: - Search chunks: bash scripts/search_codebase.sh "<query>" [strategy] [limit] [source_id] - Deep search (metadata): bash scripts/query_codebase.sh "<query>" [limit] [exclude_source_id] - List sources: bash scripts/list_sources.sh (use this if you don't know the source_id)

2. Prompt Enhancement

To get a fully context-aware prompt that includes intent detection and applied user preferences: - bash scripts/enhance_prompt.sh "<query>" [strategy] [source_id]

3. Project Memory

Linggen memories capture architectural decisions and constraints. - Search memories: bash scripts/memory_search_semantic.sh "<query>" [limit] [source_id] - Fetch by Anchor: If you see //linggen memory: <ID> in code, run: bash scripts/memory_fetch_by_meta.sh "id" "<ID>" - Local Read: You can also read memories directly from .linggen/memory/ if you are in the target repo.

4. Global Library (Skills & Policies)

Linggen maintains a global library of behavioral skills and architectural policies. - Browse library: bash scripts/list_library_packs.sh - Read pack: bash scripts/get_library_pack.sh "<pack_id>" (e.g. skills/linggen/SKILL.md)

Operational Guidance

• Health Check: If the server feels slow or unresponsive, run bash scripts/get_status.sh.
• Token Efficiency: Prefer search_codebase for quick lookups and enhance_prompt for complex architectural questions.
• Cross-Project: Most search tools support searching across all indexed projects if source_id is omitted.