OpenClaw Improvements

This repository tracks all improvement initiatives for OpenClaw.

Quick Wins (In Progress)

1. Model Cost Router

Repo: openclaw-model-router
Status: 🟡 In Progress
Description: Route simple tasks to cheaper models automatically

2. Skill Update Notifier

Repo: openclaw-skill-notifier
Status: 🟡 In Progress
Description: Check for and notify about outdated skills

3. Natural Language CLI

Repo: openclaw-nl-cli
Status: 🟡 In Progress
Description: Convert natural language to OpenClaw commands

Major Improvements

4. Memory System Consolidation

Repo: openclaw-memory-system
Status: 🔵 Planning
Effort: 2-3 weeks

5. Secret Manager

Repo: openclaw-secret-manager
Status: 🔵 Planning
Effort: 1 week

6. Agent Harness

Repo: openclaw-agent-harness
Status: 🔵 Planning
Effort: 4-6 weeks

7. MCP Registry

Repo: openclaw-mcp-registry
Status: 🔵 Planning
Effort: 2-3 weeks

8. Web UI Enhancement

Repo: openclaw-web-ui
Status: 🔵 Planning
Effort: 3-4 weeks

Status Legend

• 🔴 Not Started
• 🟡 In Progress
• 🟢 Complete
• 🔵 Planning

Contributing

See individual repos for contribution guidelines.

Research

Original research report available at:

• Oracle LFG instance: ~/openclaw-research-report.md
• Full analysis of OpenClaw codebase and improvement opportunities

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