personal-kb-usage

What problem does it solve?

It helps the agent retrieve and correctly use the user’s personal knowledge graph for cross-project recall, ensuring decisions and patterns from past work are reused without exceeding context limits.

Core Features & Use Cases

• Personal recall for planning and review: Surfaces prior learnings, notes, and decisions that may influence the current project (intended consumers: Riko/Senku/Lawliet).
• Tool-backed querying with safe interpretation rules: Guides how to use personal-kb tools (graph_stats, god_nodes, query_graph, get_node, get_neighbors, get_community, shortest_path) and how to summarize results safely.
• Token hygiene and citation discipline: Enforces top_k/top_n and token_budget limits, requires absolute source_location citations, and discourages pasting raw graph JSON into prompts.

Quick Start

Use the personal-kb-usage skill to answer a cross-project question like: “What decisions or patterns did I document previously for implementing authentication verification gates?”