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ideas/dev-tooling/coding-assistant.md

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+# Coding Assistant Agent
+An agent that takes assigned tasks from Gitea and implements them within the repository.
+
+## Overview
+A tightly integrated coding companion that interfaces with [assign-me-openclaw](https://gitea.reversed.dev/space/assign-me-openclaw). This project uses the **SHSF (Serverless High-Speed Functions)** runner to handle Gitea webhooks and notify an AI agent via the **OpenClaw API** when it is assigned to an issue or pull request.
+
+## Features
+- **Gitea Webhook Integration**: Uses `assign-me-openclaw` to listen for `assigned` and `unassigned` events from Gitea.
+- **Stateful Assignment Tracking**: Employs a database (via SHSF's `_db_com.py`) to track assignees across events, ensuring the agent is correctly notified even when payload data is sparse.
+- **OpenClaw Notification**: Automatically sends formatted Markdown notifications to the OpenClaw API when the configured `AGENT_USERNAME` is assigned.
+- **SHSF Deployment**: Designed to run as a serverless function, making it lightweight and highly reactive.
+- **Automated Workflow**: Once notified, the agent can be programmed to clone the repository, create a branch, and implement changes based on the Gitea issue description.
+- **Task Assignment Logic**: Identifies specific triggers (like labels or comments) to initiate coding tasks.
+
+## Technical Details
+- **Environment Driven**: Configurable via `OPENCLAW_URL`, `OPENCLAW_TOKEN`, and `AGENT_USERNAME`.
+- **Primary Logic**: Driven by `main.py`, which processes incoming POST requests and filters relevant Gitea events.
+- **Integration Point**: Works seamlessly with [SHSF](https://github.com/Space-Banane/shsf) for deployment and database management.