graph-feature-architect SKILL.md skillA
graph-feature-architect from andersonlimahw/lemon-ai-hub is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add andersonlimahw/lemon-ai-hub/graph-feature-architect@git:20260913.b3afa6bPins git:20260913.b3afa6b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- andersonlimahw/lemon-ai-hub
- Path
plugins/graph-feature-architect/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260913.b3afa6b, committed Sep 13, 2026
- Size
- 1,127 bytes
- Repository stars
- 17
- License
- MIT
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…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 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.
Read the whole file at its exact version.
How to install
mdr add andersonlimahw/lemon-ai-hub/graph-feature-architect@sha256:a3ca316998c552c8The line at the top of this page pins the label git:20260913.b3afa6b, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_5s6rb5yn2mcib6zz)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 13, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (1127 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
andersonlimahw/lemon-ai-hub · 17 stars · license MIT · pushed 2026-10-16 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_5s6rb5yn2mcib6zz GET https://markdownregistry.com/api/v1/resolve?ref=andersonlimahw/lemon-ai-hub/graph-feature-architect GET https://markdownregistry.com/api/v1/blob/a3ca316998c552c8b0621f8480bf2dd09e2360a422b981fa88a2128904614bec
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.