Borrowing it
Nothing to install: this file belongs to lensesio/agentic-engineering-for-apache-kafka. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/lensesio/agentic-engineering-for-apache-kafka/main/AGENTS.mdgit clone --depth 1 https://github.com/lensesio/agentic-engineering-for-apache-kafkaWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/lensesio/agentic-engineering-for-apache-kafka/agents-md)<a href="https://agentmods.dev/instructions/lensesio/agentic-engineering-for-apache-kafka/agents-md"><img src="https://agentmods.dev/badge/instructions/lensesio/agentic-engineering-for-apache-kafka/agents-md.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.02495 | $0.02495 |
| Opus 5 | $0.01247 | $0.01247 |
| Sonnet 5 | $0.00499 | $0.00499 |
| Haiku 4.5 | $0.00249 | $0.00249 |
Grade A, and why
agentic-engineering-for-apache-kafka AGENTS.md 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 7d 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.
How it starts
The opening of the file, as written. The whole thing — 119 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md
Project Overview
A drop-in collection of agent skills that turn AI agents and tools such as Claude Code and Cursor into Kafka-specialised engineering assistants. The repository is the plugin - the same skills/ payload at the repo root is consumed by both the Claude Code marketplace (.claude-plugin/) and the Cursor marketplace (.cursor-plugin/).
Maintained by Lenses.io. Skills are MCP-agnostic by design but observed against the Lenses MCP Server; any Kafka MCP server that exposes an equivalent tool surface works.
This repo is a Markdown skills payload. It deliberately ships no source code, build system, tests, or runtime configuration - just SKILL.md files, their references/, plugin manifests, and documentation.
Project Structure
.claude-plugin/
├── marketplace.json # Claude Code marketplace catalog (lists kafka-skills)
└── plugin.json # Claude Code plugin manifest
.cursor-plugin/
├── marketplace.json # Cursor marketplace catalog (lists kafka-skills)
└── plugin.json # Cursor plugin manifest (references assets/logo.svg)
assets/
└── logo.svg # Plugin logo (consumed by the Cursor manifest)
skills/ # Shared SKILL.md payload (Claude Code + Cursor)
├── kafka-topic-audit/ (+ references/)
├── kafka-consumer-lag/ (+ references/)
├── kafka-perf-review/ (+ references/)
├── kafka-schema-review/ (+ references/)
├── kafka-security-audit/ (+ references/)
├── kafka-connector-review/ (+ references/)
├── kafka-dlq-review/ (+ references/)
└── kafka-python-client/ (+ references/, evals/)
AGENTS.md # Agent memory (this file)
README.md # Source of truth for end-user installation and usage
CONTRIBUTING.md # How to add a new skill, conventions, release process
TROUBLESHOOTING.md # Common issues (upload errors, triggering, MCP failures)
LICENSE # MIT
.gitignore # Includes .claude/ so Claude Code's per-user state stays out of git
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.
- 7d ago First seen · 119 lines · 2,495 tokens per session scan A 7e2a46fcaeb9
agentic-engineering-for-apache-kafka AGENTS.md is an instructions file published in the GitHub repository lensesio/agentic-engineering-for-apache-kafka (57 stars, last pushed 16d ago), licensed MIT. It adds 2,495 tokens to every session, about $0.0125 per session on Opus 5. 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.
Other instructions, from other repositories
next.js AGENTS.md
AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
codex AGENTS.md
AGENTS.md instructions for openai/codex, covering rust/codex-rs, the codex-core crate, code review rules, crate api surface and model visible context.
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, applying the notice (cutover) and fallback chain (never fail the build).
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
spec-kit AGENTS.md
AGENTS.md instructions for github/spec-kit, covering agents.md, about spec kit and specify, quickstart — add a new integration in 5 steps, integration architecture and integrationmanifest — file tracking.