wiki_concept_synclisted

# LLM Wiki — Concept Synthesizer Skill (wiki_concept_sync) > **CLI (read first):** This skill drives the `magi` CLI (MAGI research workspace tool, assumed installed on PATH). If unsure of your surroundings, run `magi sync` first to locate the workspace. For the full syntax of any command: `magi <command> --help`. This skill maintains the semantic integrity and comprehensive depth of the knowledge graph's "Concept" nodes. It resolves duplicate concepts, expands overly broad concepts, and, most importantly, synthesizes multi-source definitions by reading all papers that reference a concept. > **Tooling (framework-agnostic):** This skill is written tool-agnostic. Where it says *file-read tool*, use your agent's equivalent (`Read` in Claude Code, `view_file` in Antigravity). Shell commands run via `Bash`/`PowerShell` (Claude Code) or your framework's shell tool. ## Execution Modes The user can ask to refine/sync a **single concept** (e.g., `wiki_concept_sync "Quantum Entanglement"`) or run a **global sync** (`wiki_concept_sync_all`). If not specified, default to asking the user or assuming the concept currently being discussed. ### Phase 1: Deduplication Discovery 1. **Semantic Duplicates Search**: Run the semantic linker in deduplication-only mode to find highly identical concepts: `magi link <TOPIC_DIR> --dedup-only` The merge threshold is read from `config.yaml`. Override via `--merge-threshold <value>` if needed. 2. **Agent Review**: Carefully review the `[MER