AGENTS.mdA

AGENTS.md from goldsky-io/streamling is an AGENTS.md file: the standing instructions coding agents read in that repo.

Install it, pinned

mdr add goldsky-io/streamling/AGENTS.md@git:20261022.a6bec2b

Pins git:20261022.a6bec2b in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 14 of 14 checks passed
Kind: AGENTS.md file
Repository: goldsky-io/streamling
Path: AGENTS.md
Versions recorded: 3
Latest version: git:20261022.a6bec2b, committed Oct 22, 2026
First version recorded: Jun 7, 2026
Size: 10,249 bytes
Repository stars: 107
License: a license file GitHub does not identify

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

# Streamling Development Guide

Streamling is a Rust-based data processing engine built on Arrow and DataFusion. It reads from sources (Kafka), applies transforms (SQL, HTTP, WASM), and writes to sinks (Postgres, ClickHouse, Kafka, SQS, webhook, etc.).

## Project Layout

```
crates/
├── streamling/              # Main binary
├── streamling-core/         # Core topology, operators, pipeline engine
├── streamling-config/       # Pipeline YAML parsing and configuration
├── streamling-connectors/   # Table providers (sources/sinks)
├── streamling-plugin/       # FFI-based plugin system
├── streamling-state/        # State backend (checkpointing)
├── streamling-flink-compat/ # Flink state compatibility
└── streamling-e2e/          # End-to-end test framework (see crates/streamling-e2e/AGENT.md)

plugin_examples/             # Example plugins (basic, low_level)
scripts/                     # k3s setup/teardown scripts
```

## Command Runner (just)

All common tasks use `just`. Run `just --list` to see everything.

| Command               | Purpose                                            |
| --------------------- |----------------------------------------------------|
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add goldsky-io/streamling/AGENTS.md@sha256:9de7ab47c396e8c0

The line at the top of this page pins the label git:20261022.a6bec2b, 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.

Badge

[![mdr](https://markdownregistry.com/badge/art_vc4lg6l5ydpt2h4m.svg)](https://markdownregistry.com/a/art_vc4lg6l5ydpt2h4m)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 3 versions of this file, between Jun 7, 2026 and Oct 22, 2026, about one every 68 days.

version	committed	commit	size	audit
git:20261022.a6bec2b latest	2026-10-22	a6bec2b	10,249 B	A	view · diff
git:20260923.551a88c	2026-09-23	551a88c	10,192 B	A	view · diff
git:20260607.ff0927f	2026-06-07	ff0927f	10,997 B	A	view

Audit of the latest version

A 14 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

pass: Size between 200 bytes and 200 KB (10249 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

GitHub

goldsky-io/streamling · 107 stars · license a license file GitHub does not identify · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_vc4lg6l5ydpt2h4m
GET https://markdownregistry.com/api/v1/resolve?ref=goldsky-io/streamling/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/9de7ab47c396e8c0bc382070a6ed5626e6b575751c3449dc9ac4817dc0e10077

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: how to write a good AGENTS.md · AGENTS.md vs CLAUDE.md · which agent file does what.

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