What problem does it solve? Connecting two separate knowledge systems (e.g., a research repository and a knowledge graph) usually requires ad-hoc scripts that duplicate nodes, create runaway edges, and break on reruns. This Skill produces a structured, idempotent bridge: it surveys both systems first, then generates bridge, query, index, and sync scripts plus protocol documentation. ## Core Features & Use Cases - Structure Survey Before Bridging: Inspects both system roots, counts entities, and detects same-name or same-domain overlaps before creating anything. - Idempotent Incremental Sync: Generates scripts that skip existing nodes and edges, enforce a minimum edge weight (0.3) and adjacency caps to prevent graph explosion, and log every run to bridge-log.jsonl. - One-Way Injection Design: Enforces A-to-B unidirectional injection to avoid bidirectional sync loops, with reverse-query scripts for cross-system lookup. - Use Case: Inject a research system's papers and skills into a knowledge graph, create domain-keyword-based cross-system edges, generate a wiki project entry and bridge protocol document, then rerun the sync safely without duplicates. ## Quick Start Bridge the Synthos repository into the AKNE knowledge graph by generating the bridge, query, index, and sync scripts, then run the first one-way sync and report node and edge changes.
