memtrace-graphlisted

Map source-code architecture with graph algorithms — PageRank centrality, bridge symbols, Louvain communities, dependency paths, and execution flows over the AST graph. Use when the user asks about source-code architecture, important symbols, centrality, PageRank, bridge functions, communities, logical modules, chokepoints, service boundaries, or dependency path questions. Do not use Glob, find, tree, or directory browsing to infer architecture; Memtrace runs graph algorithms over the AST graph.
syncable-dev/memtrace-public · ★ 474 · AI & Automation · score 79

Install: claude install-skill syncable-dev/memtrace-public

## Overview Graph algorithms over the knowledge graph — communities (Louvain), PageRank centrality, bridge symbols (articulation points), shortest paths, and execution flows. ## Quick Reference | Tool | Required params | Key optional | |------|-----------------|--------------| | `find_central_symbols` | `repo_id` | `limit` (def 25), `kinds[]` | | `find_bridge_symbols` | `repo_id` | `limit` | | `find_dependency_path` | `repo_id`, `source`, `target` | `max_depth` (def 20), `edge_type` | | `list_communities` | `repo_id` | `min_size`, `limit` | | `list_processes` | `repo_id` | `limit` | | `get_process_flow` | `repo_id`, `process` | `branch` | Full parameter spec for every Memtrace tool: `references/mcp-parameters.md` (bundled at the memtrace-skills plugin root). ## Steps ### 1. Understand the architecture `list_communities` — natural module partitions. ### 2. Find critical infrastructure `find_central_symbols` runs **PageRank** internally. There is **no `method` param** (no degree-centrality switch). ```json { "repo_id": "memdb", "limit": 25, "kinds": ["Function", "Method"] } ``` ### 3. Find chokepoints ```json { "repo_id": "memdb", "limit": 15 } ``` ### 4. Path between two symbols ```json { "repo_id": "memdb", "source": "handleLogin", "target": "DatabaseClient.query", "max_depth": 20 } ``` Params are **`source`** and **`target`** (symbol names) — not `from`/`to`. ### 5. Execution flows ```json { "repo_id": "memdb" } { "repo_id": "memdb", "process": "POST