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I Built an 'Open World' AI Coding Agent — It Works From ANY Folder

The Problem Every AI coding agent I've used has the same fatal flaw: it forgets when you close the session. Open from folder A → works great Close → Open fol…

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The Problem



Every AI coding agent I've used has the same fatal flaw: it forgets when you close the session.



Open from folder A → works great

Close → Open folder B → "Who are you? What are we working on?"



Forgetting context isn't just annoying. It's a productivity killer.






The Solution: Open World Architecture



I built a memory system for OpenCode that transforms it from a stateless assistant into a persistent collaborator.






What I Created






~/.config/opencode/
├── .global/ ← YOUR WORKSPACE
│ ├── skills/ ← Custom skills
│ ├── memory/ ← Persistent memory
│ └── projects/ ← Work tracking
├── skills/ ← Base skills
└── plugins/ ← System plugins






The magic: .global/ folder survives folder changes.






Key Features






1. Global Memory



Memory persists across ALL folders. Your preferences, decisions, and context follow you everywhere.






2. Sandbox Upgrades



Want to test a new skill? Create it in .global/skills/. It runs without touching the base installation. Broken? Delete it. Base unaffected.






3. Self-Healing



Crash recovery built-in. The agent auto-restores from backup if something breaks.






4. One-Command Install






git clone https://github.com/Kshitiz-Maurya/opencode-enhanced.git
.\install.ps1
# Done!









How It's Different






































Feature Traditional AI Agent My Creation
Memory Session only Global (all folders)
Upgrades Risk breaking Sandbox safe
Setup Manual One-command
Recovery Manual Auto-healing
Sharing Copy files Git clone





Try It Yourself






# Clone the starter kit
git clone https://github.com/Kshitiz-Maurya/opencode-enhanced.git

# Run install
.\install.ps1

# Restart OpenCode
# Done! Memory persists from any folder









What's Next?



This is v1. I'm testing it myself before public launch. But the concept is solid: an AI that remembers, learns, and grows with you — not just in one project, but across your entire development workflow.



What do you think? Would a persistent-memory AI coding agent help your workflow?






Built with OpenCode. The architecture is MIT licensed — fork it and make it yours.

2. Cyber Threat Intelligence & Forensik

CTI Threat Relationship Graph3 Knoten / 2 Relationen
CVE / Incident Software MITRE ATT&CK CWE Weakness IoC
MITRE ATT&CK Matrix Navigator 14 Taktiken
1 belegte TechnikenLive-Mapping
Reconnaissance
Resource Development
Initial Access
Execution
Persistence
Privilege Escalation
Defense Evasion
Credential Access
Discovery
Lateral Movement
Collection
Command and Control
Exfiltration
Impact
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