Jingnanzhou Fellow
- 4 repo stars
- Updated January 31, 2026
- jingnanzhou/fellow
jingnanzhou-fellow is a Claude Code plugin that enriches requests with semantic codebase context to reduce architectural drift.
About
jingnanzhou-fellow is a Claude Code plugin that acts as an enrichment layer on top of your normal coding requests. developers adopt it when the agent repeatedly proposes changes that violate module boundaries, duplicate patterns, or ignore documented architecture. Fellow analyzes the repository, extracts semantic knowledge, and injects guardrails into the session so Claude Code reasons against your actual structure instead of generic templates. It targets both the CLI and VS Code extension, which matches how most indies split between terminal agents and editor-integrated flows. Use it throughout active implementation whenever consistency matters more than raw generation speed. It is a development guardrail plugin, not a deploy or SEO tool, and expects an existing codebase worth analyzing.
- Enriches Claude Code prompts with codebase-aware context before edits land
- Aims to prevent architectural drift and inconsistent patterns across modules
- Semantic knowledge extraction and intelligent boundary guardrails
- Works in Claude Code CLI and the VS Code extension from one plugin
- Analyzes structure automatically so you spend less time re-explaining the repo
Jingnanzhou Fellow by the numbers
- Data as of Jul 7, 2026 (Skillselion catalog sync)
/plugin install jingnanzhou-fellow@jingnanzhou/fellowAdd your badge
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| repo stars | ★ 4 |
|---|---|
| Last updated | January 31, 2026 |
| Repository | jingnanzhou/fellow ↗ |
What it does
Install Fellow when Claude Code suggestions drift from your architecture and you want automatic context enrichment and boundary guardrails before code is written.
Who is it for?
maintainers of growing SaaS or API codebases who use Claude Code daily and need consistency enforcement without manual context dumps every turn.
Skip if: Greenfield experiments with no patterns yet, or teams that want a one-shot codegen template with no architectural rules.
What you get
After install, prompts gain automatic enrichment and boundary-aware guardrails so agent edits align with how your repo is actually organized.
- Automatically enriched Claude Code requests grounded in repo knowledge
- Fewer off-architecture agent proposals during feature and refactor work
By the numbers
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Codebase context and guardrail plugin for Claude Code, not a standalone linter marketplace or MCP data connector.
FAQ
Who is Jingnanzhou Fellow for?
Fellow is for developers who already have a non-trivial codebase and want Claude Code to respect architecture, boundaries, and existing conventions.
When should I use Jingnanzhou Fellow?
Use it at the start of build sessions and before large refactors or feature work whenever agent suggestions have been drifting from your project structure.
How do I add Jingnanzhou Fellow to my agent?
Install the jingnanzhou/fellow Claude Code plugin, open your project in Claude Code CLI or VS Code with the extension, and enable Fellow so it enriches outgoing requests automatically.