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Kevinweisl/browser-agent

Generic browser automation agent with self-correction and 7-tier locator ladder. Built on Playwright + Claude.

🛠 AI-built Python MIT GitHub ↗

★ 0

stars

AI relevance

solo dev

tool sigs

SUMMARY AI summary by gpt-5-mini

このリポジトリは、自然言語の指示を受けて実際の Chromium ブラウザを操作する汎用自動化エージェントです。主に開発者や研究者、デモ用途向けで、Playwright と Claude/NIM ホストの LLM を組み合わせています。特徴は（1）自己訂正：アクション失敗時に LLM プランナーが再計画し、K=2 の LLM バリデータで誤判定を弾く、（2）自己保守：6段階のロケータ階層（キャッシュ→role→label→testid→text→CSS→ビジョン）と aria フィンガープリントでセレクタドリフトを補正し、動作するセレクタを Postgres にキャッシュする点です。アーキテクチャは Planner→Actor(Playwright)→Validator(LLM) のループで、失敗時に再計画します。評価スイートで 10/10 を達成。ローカルの Web デモ（FastAPI）と Zeabur でのデプロイ手順、制約（単一同時実行、短時間制限、無認証など）も含まれます。ライセンスは MIT。

AI Coding Tools Used

This repository contains config files from these AI coding tools, indicating AI-assisted development.

Claude Code CLAUDE.md

DETECTED Detected AI stack

AI-related keywords found in this repo's description, topics, or README summary — grouped by category. Each badge links to the corresponding ranking detail page.

🤖 LLM models (1)

Claude

🌐 Web frameworks (1)

FastAPI

Language breakdown (by bytes)

CSS

5.7%

HTML

2.6%

Python

81.5%

Dockerfile

1.4%

JavaScript

8.8%

Owner

Account

Kevinweisl

Type

User

Followers

Ph.D. Candidate, National Taiwan University

Dates

Created on GitHub	2026-05-03
Last push	2026-05-09
First seen here	2026-05-09
Last fetched	2026-05-09 18:19

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