potiuk commented on code in PR #449:
URL: https://github.com/apache/airflow-steward/pull/449#discussion_r3357208737


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docs/index.md:
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+<!-- START doctoc generated TOC please keep comment here to allow auto update 
-->
+<!-- DON'T EDIT THIS SECTION, INSTEAD RE-RUN doctoc TO UPDATE -->
+**Table of Contents**  *generated with 
[DocToc](https://github.com/thlorenz/doctoc)*
+
+- [What is Apache Magpie?](#what-is-apache-magpie)
+  - [How it works](#how-it-works)
+  - [Who is this for?](#who-is-this-for)
+    - [Maintainers wanting to adopt Magpie in their 
project](#maintainers-wanting-to-adopt-magpie-in-their-project)
+    - [Security team members](#security-team-members)
+    - [Contributors to the Magpie framework 
itself](#contributors-to-the-magpie-framework-itself)
+    - [People evaluating whether to adopt](#people-evaluating-whether-to-adopt)
+    - [People who are concerned for security and privacy when using their 
agents](#people-who-are-concerned-for-security-and-privacy-when-using-their-agents)
+  - [Key concepts in 60 seconds](#key-concepts-in-60-seconds)
+  - [Where to go next](#where-to-go-next)
+
+<!-- END doctoc generated TOC please keep comment here to allow auto update -->
+
+# What is Apache Magpie?
+
+Apache Magpie is an AI assistant for open-source project maintainers. It 
handles the repetitive parts of running a project — triaging issues, reviewing 
PRs, onboarding contributors, managing security reports, cutting releases — so 
maintainers can spend their time on design, relationships, and the work that 
actually requires a human.
+
+**The agent proposes. The human decides.** Magpie never merges, never pushes, 
never sends mail, never flips a label without a maintainer confirming first.
+
+---
+
+## How it works
+
+Magpie provides **skills** — step-by-step workflows an AI agent follows. You 
pick which skills your project uses. The agent reads your issues, PRs, or 
security reports, does the analysis, and drafts a response. You review it and 
hit "go" (or don't).
+
+Five **modes** describe what the agent can do, from low-risk to high:
+
+| Mode | What it does | Status |
+|---|---|---|
+| **Triage** | Classify issues/PRs, spot duplicates, propose labels | Stable |

Review Comment:
   Indeed :). I think for prime-time we will defnitely need to do some 
consistency sweeps.



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