Doramagic.ai Chinese

Browser Automation · Public

oc-piloci

Browser automation project for web operations, testing, extraction, and permission-boundary checks.

Browser automationWeb tasksTest accountsCookie boundariesPermission control

Publication status · 2026-05-25

What is oc-piloci?

01

Quick decision

Use this section to decide whether the project is worth a deeper read.
Best forDevelopers who need AI-assisted web tasks, browser testing, page extraction, or structured web operations.

Match the project to your task before installing it.

CapabilityBrowser automation task planning, permission boundaries, recovery steps, and acceptance checks

Browser automation project for web operations, testing, extraction, and permission-boundary checks.

Repositoryjshsakura/oc-piloci

0 stars · 0 forks

02

What it can do

Translate the upstream project into concrete capabilities the user can judge before installing.
1

Introduction to piLoci

Related topics: System Architecture, Getting Started, Technology Stack

Sources: [README.md](https://github.com/jshsakura/oc-piloci/blob/main/README.md)
2

Getting Started

Related topics: Introduction to piLoci

Sources: [README.md](https://github.com/jshsakura/oc-piloci/blob/main/README.md)
3

System Architecture

Related topics: Introduction to piLoci, Technology Stack, Storage Layer, MCP Server Implementation

Sources: [README.md:1-50]()
4

Technology Stack

Related topics: System Architecture, Storage Layer, Web Dashboard

Sources: [pyproject.toml:1-50](https://github.com/jshsakura/oc-piloci/blob/main/pyproject.toml)
5

MCP Server Implementation

Related topics: API Routes, Authentication & Security, Curator Pipeline

Sources: [README.md](https://github.com/jshsakura/oc-piloci/blob/main/README.md)

Sources: https://github.com/jshsakura/oc-piloci, Human Manual, Project Pack evidence, and downstream validation signals.

03

Community Discussion Evidence

Project-level external discussion stays visible on the detail page, not only inside the manual.
Stars0 stars
Forks0 forks
Contributors3 contributors
Licenseunknown

Community Discussion Evidence

12 source-linked items

Review these external discussions before using oc-piloci with real data or production workflows. They are review inputs, not standalone proof that the project is production-ready.

04

How to start

Only source-backed commands are shown here. Verify them in an isolated environment first.
1

Try the prompt first

Test the workflow without installing the upstream project.

preview
2

Read the Human Manual

Understand inputs, outputs, limits, and failure modes.

manual
3

Take context to your AI host

Use the compiled assets in your preferred AI environment.

context
4

Run sandbox verification

Confirm install commands and rollback before using a primary environment.

verify
pip install -U oc-piloci

Official start command · https://github.com/jshsakura/oc-piloci#readme · verified: yes

05

Human Manual

The English page must expose the real manual, not a short placeholder.

8+ sections · Human Manual

oc-piloci Manual

piLoci bridges the gap between ephemeral AI coding sessions and persistent knowledge storage. When developers use AI assistants like Claude Code or OpenCode, piLoci captures session contex...

Open the full manual
  1. oc-piloci Human Manual
  2. Table of Contents
  3. Introduction to piLoci
  4. Related Pages
  5. Overview
  6. Core Value Proposition
  7. Design Philosophy
  8. Architecture
1

Introduction to piLoci

Related topics: System Architecture, Getting Started, Technology Stack

Sources: [README.md](https://github.com/jshsakura/oc-piloci/blob/main/README.md)
2

Getting Started

Related topics: Introduction to piLoci

Sources: [README.md](https://github.com/jshsakura/oc-piloci/blob/main/README.md)
3

System Architecture

Related topics: Introduction to piLoci, Technology Stack, Storage Layer, MCP Server Implementation

Sources: [README.md:1-50]()
4

Technology Stack

Related topics: System Architecture, Storage Layer, Web Dashboard

Sources: [pyproject.toml:1-50](https://github.com/jshsakura/oc-piloci/blob/main/pyproject.toml)
5

MCP Server Implementation

Related topics: API Routes, Authentication & Security, Curator Pipeline

Sources: [README.md](https://github.com/jshsakura/oc-piloci/blob/main/README.md)

06

AI Context Pack and portable assets

After deciding to continue, take the project context into your own AI host.

Complete pack plus user-owned assets

These files are planning and verification assets for Claude Code, Codex, Gemini, Cursor, ChatGPT, and other AI hosts.

07

Preflight checks

Treat this page as a planning asset, not proof that your local environment is ready.

08

Pitfall Log and verification risks

Doramagic surfaces high-risk items before users treat a candidate capability as verified.
medium

Review upstream issue

Upgrade or migration may change expected behavior: Release v0.3.61

medium

Review upstream issue

Upgrade or migration may change expected behavior: Release v0.3.62

medium

Review upstream issue

Upgrade or migration may change expected behavior: Release v0.3.63

medium

Review upstream issue

Upgrade or migration may change expected behavior: Release v0.3.64

medium

Review upstream issue

Upgrade or migration may change expected behavior: Release v0.3.65

medium

Review upstream issue

Upgrade or migration may change expected behavior: Release v0.3.66

medium

Review upstream issue

Upgrade or migration may change expected behavior: Release v0.3.67

medium

Review upstream issue

Upgrade or migration may change expected behavior: Release v0.3.68