Match the project to your task before installing it.
Browser Automation · Public
oc-piloci
Browser automation project for web operations, testing, extraction, and permission-boundary checks.
Check whether this project matches your task before installing it.
What it can doBrowser automation task planning, permission boundaries, recovery steps, and acceptance checksReview the portable capability path.
Before continuingVerify in a sandboxDo not treat a preview pack as a proven local install.
GitHub snapshot0 stars0 forks · 3 contributors
Publication status · 2026-05-25
What is oc-piloci?
- oc-piloci supports browser task automation, web operations, or web data workflows.
- Best fit: Developers who need AI-assisted web tasks, browser testing, page extraction, or structured web operations.
- Not for: Not for workflows that cannot isolate browser state, account permissions, cookies, or real user data.
- Capability added to an AI workflow: Browser automation task planning, permission boundaries, recovery steps, and acceptance checks
- First safe verification step: Verify one minimal web task with an isolated browser profile and test account first.
- Verification state: source, Quick Start, and sandbox install checks are recorded as passed.
- Top risk: Upgrade or migration may change expected behavior: Release v0.3.61
- Evidence base: https://github.com/jshsakura/oc-piloci, https://github.com/jshsakura/oc-piloci#readme, Human Manual, Pitfall Log
01
Quick decision
Use this section to decide whether the project is worth a deeper read.Browser automation project for web operations, testing, extraction, and permission-boundary checks.
0 stars · 0 forks
02
What it can do
Translate the upstream project into concrete capabilities the user can judge before installing.Introduction to piLoci
Related topics: System Architecture, Getting Started, Technology Stack
Sources: [README.md](https://github.com/jshsakura/oc-piloci/blob/main/README.md)
Getting Started
Related topics: Introduction to piLoci
Sources: [README.md](https://github.com/jshsakura/oc-piloci/blob/main/README.md)
System Architecture
Related topics: Introduction to piLoci, Technology Stack, Storage Layer, MCP Server Implementation
Sources: [README.md:1-50]()
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)
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.Community Discussion Evidence
12 source-linked itemsReview 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.
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01
Release v0.3.77
github / github_release
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02
Release v0.3.76
github / github_release
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03
Release v0.3.75
github / github_release
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04
Release v0.3.74
github / github_release
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05
Release v0.3.73
github / github_release
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06
Release v0.3.72
github / github_release
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07
Release v0.3.71
github / github_release
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08
Release v0.3.70
github / github_release
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09
Release v0.3.69
github / github_release
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10
Release v0.3.68
github / github_release
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11
Release v0.3.67
github / github_release
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12
Release v0.3.66
github / github_release
04
How to start
Only source-backed commands are shown here. Verify them in an isolated environment first.Try the prompt first
Test the workflow without installing the upstream project.
previewRead the Human Manual
Understand inputs, outputs, limits, and failure modes.
manualTake context to your AI host
Use the compiled assets in your preferred AI environment.
contextRun sandbox verification
Confirm install commands and rollback before using a primary environment.
verifypip install -U oc-pilociOfficial 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- oc-piloci Human Manual
- Table of Contents
- Introduction to piLoci
- Related Pages
- Overview
- Core Value Proposition
- Design Philosophy
- Architecture
Introduction to piLoci
Related topics: System Architecture, Getting Started, Technology Stack
Sources: [README.md](https://github.com/jshsakura/oc-piloci/blob/main/README.md)
Getting Started
Related topics: Introduction to piLoci
Sources: [README.md](https://github.com/jshsakura/oc-piloci/blob/main/README.md)
System Architecture
Related topics: Introduction to piLoci, Technology Stack, Storage Layer, MCP Server Implementation
Sources: [README.md:1-50]()
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)
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.- The manual is generated from source-linked project files and Doramagic validation signals.
- Community evidence warnings stay visible instead of being converted into marketing claims.
- This English page is indexable because the locale quality gate passed and explicit English index approval is enabled.
- Use the upstream repository as the final authority for installation commands, license, and version-specific behavior.
08
Pitfall Log and verification risks
Doramagic surfaces high-risk items before users treat a candidate capability as verified.Review upstream issue
Upgrade or migration may change expected behavior: Release v0.3.61
Review upstream issue
Upgrade or migration may change expected behavior: Release v0.3.62
Review upstream issue
Upgrade or migration may change expected behavior: Release v0.3.63
Review upstream issue
Upgrade or migration may change expected behavior: Release v0.3.64
Review upstream issue
Upgrade or migration may change expected behavior: Release v0.3.65
Review upstream issue
Upgrade or migration may change expected behavior: Release v0.3.66
Review upstream issue
Upgrade or migration may change expected behavior: Release v0.3.67
Review upstream issue
Upgrade or migration may change expected behavior: Release v0.3.68