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Install Skill

1Download skill
2Enable skills in Claude

Open claude.ai/settings/capabilities and find the "Skills" section

3Upload to Claude

Click "Upload skill" and select the downloaded ZIP file

Note: Please verify skill by going through its instructions before using it.

SKILL.md

name Knowledge Graph Context
description Project context from ChromaDB knowledge graph. Triggers on "how does this project work", "architecture", "where is X", "why was Y chosen", "project structure", "component relationships", "design decisions".
version 2.0.0

Knowledge Graph Context Skill

Access ChromaDB knowledge graph via coconut-knowledge-mcp.

When to Use

  • Understand project architecture before changes
  • Find where functionality is implemented
  • Understand design decisions and rationale
  • Learn component relationships
  • Discover integration patterns
  • Get project context

Get Collection Name

CRITICAL: Collection = {author}_{repo} from git remote.

git remote get-url origin 2>/dev/null | sed -E 's|.*[:/]([^/]+)/([^/.]+)(\.git)?$|\1_\2|' | tr '[:upper:]' '[:lower:]' | tr '-' '_'

Quick Reference

Search Knowledge

chroma_query_documents(
  collection_name="<collection>",
  query_texts=["your question"],
  n_results=5
)

Filter by Type

chroma_query_documents(
  collection_name="<collection>",
  query_texts=["your question"],
  n_results=5,
  where={"type": "architecture"}
)

Get Document Count

chroma_get_collection_count(collection_name="<collection>")

Get Specific Documents

chroma_get_documents(
  collection_name="<collection>",
  ids=["component-auth-service"]
)

Node Types

Type Description
architecture System structure, design
component Modules, services
workflow Processes, data flows
integration APIs, databases
convention Patterns, naming
decision Choices with rationale

Search Strategies

Architecture: where={"type": "architecture"} Components: where={"type": "component"} Decisions: where={"type": "decision"}

Workflow

  1. Get collection name from git remote
  2. Check collection exists: chroma_list_collections
  3. Search for context: chroma_query_documents
  4. If stale: suggest /coconut-knowledge:update

Add New Knowledge

Use /coconut-knowledge:add or:

chroma_add_documents(
  collection_name="<collection>",
  documents=["content"],
  ids=["type-name"],
  metadatas=[{"name": "...", "type": "...", "tags": "..."}]
)

Troubleshooting

  • No results: Check collection exists, try broader terms
  • Stale info: Run /coconut-knowledge:update
  • Not initialized: Run /coconut-knowledge:init