# Graph Feature Architect

> Plan new feature implementations grounded in the project's existing knowledge graph (graphify-out/ or a karpathy-graph output) instead of ad-hoc grepping. Use when a graph already exists for the target codebase and the user wants to plan, scope, or architect a feature that plausibly touches more than one module — surfaces god nodes, community boundaries, and cross-file relationships before any code is written. If no graph exists yet, this skill says so and defers to building one (graphify update . or the karpathy-graph plugin) rather than guessing relationships.

- Skill: `andersonlimahw/graph-feature-architect` (Agent Skill, multi-file: 3 files)
- Install (CLI): `npx skillmds@latest add andersonlimahw/graph-feature-architect`
- Raw SKILL.md: https://api.skillmd.com/api/skills/andersonlimahw/graph-feature-architect/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: Andersonlimahw (https://skillmd.com/u/andersonlimahw)
- Updated: 2026-09-22
- Page: https://skillmd.com/skills/andersonlimahw/graph-feature-architect

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# Graph Feature Architect

Minimal skeleton, recreated after the original plugin was removed from the hub while consumer repos still symlinked to it. See `agents/graph-feature-architect.md` for the operating flow: locate the graph, scope the feature into 1-3 graph queries, rank blast radius, sequence the plan leaf-to-god-node, and report honestly when the graph is missing or stale.

Use `karpathy-graph` first if no graph exists yet — this plugin only plans against a graph that is already built.