auk

A plugin that examines a codebase and improves its agent instructions, then produces rule files for several coding assistants.

In plain words
What is it for?
Running the plugin’s analysis or enhancement commands and compiling instructions into CLAUDE.md, AGENTS.md, .cursor-rules, or Copilot instruction files.
Why use it?
It helps turn project-specific knowledge into clearer instructions for coding agents. The description does not explain how the analysis or enhancement works internally.

Plugin for Claude Code

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Claude Code
/plugin marketplace add sandeepshekhar26/develop-anything
agentmods
npx agentmods add plugins/sandeepshekhar26/develop-anything/claude-code
Clone the repo
git clone --depth 1 https://github.com/sandeepshekhar26/develop-anything

Made for: Claude Code.

Per session not measured What this adds to a session before it is invoked.
When invoked not measured Not applicable: nothing here is loaded into a session.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Security

Grade A, and why

auk scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/claude-code/.claude-plugin/plugin.json · 8 lines

What it actually says

{
  "name": "auk",
  "description": "AI context engineering — analyze your codebase and let this agent deep-enhance every rule, then compile CLAUDE.md / AGENTS.md / .cursor-rules / copilot-instructions. Commands: /auk:run, /auk:enhance.",
  "version": "1.1.1",
  "author": { "name": "Sandeep Kumar" },
  "homepage": "https://github.com/sandeepshekhar26/develop-anything"
}
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2d ago First seen · 8 lines scan A a981e96088ef

Subscribe to this mod's changes

auk is a plugin published in the GitHub repository sandeepshekhar26/develop-anything (17 stars, last pushed 2mo ago), licensed MIT. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.