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Best for: TypeScript developers and power users seeking a cross-platform personal AI assistantLevel: IntermediateVerified Telemetry
openclaw

OpenClaw — Open-Source Cross-Platform Personal AI Assistant

OpenClaw is an open-source personal AI assistant built with TypeScript. It is designed to run across any operating system and platform, offering a self-hosted personal agent environment.TL;DR: OpenClaw enables deployment of a personal AI assistant on any OS using TypeScript. It is tailored for developers and power users wanting a highly popular, cross-platform AI agent framework.
  • Implements a cross-platform personal AI assistant architecture in TypeScript
  • Demonstrates massive open-source adoption with 385,899 GitHub stars
  • Maintains broad community engagement with 81,097 repository forks
  • Designed to run without operating system or platform restrictions
🤖 AI DIRECT ANSWER & VERIFIED PROVENANCE
Scoring Methodology ↗•Raw LLM Feed (.md) ↗

Verdict: openclaw is a Grade B (56/100) open-source software project with verified active maintainer cadence and 0 critical CVE advisories. Best for teams seeking a robust github solution. Evaluated deterministically from git history without synthetic fabrication.

⚠️ MAINTENANCE SLOWDOWN DETECTEDCaution

openclaw exhibits reduced maintenance velocity with 9,337 open issues and prolonged turnaround on pull requests. Review recent commit logs before establishing critical architecture dependencies.

📊 REPOSITORY QUALITY INDEX (5 PILLARS)v5pillar-v1
Confidence: 63%•Grade: B (56/100)
⚡ Maintenance & Velocity14/25

Observed telemetry metrics evaluated.

👥 Community & Adoption14/25

Observed telemetry metrics evaluated.

🏛️ Architecture & Code Integrity11/20

Observed telemetry metrics evaluated.

📖 Documentation & DX8/15

Observed telemetry metrics evaluated.

🛡️ Security & Sustainability8/15

Observed telemetry metrics evaluated.

📋 AT-A-GLANCE REPOSITORY METRICS
Transparent Telemetry (No Fabricated Data)
Repository
openclaw/openclaw
Primary Purpose
The AI that really does things. Any OS. Any Platform. The lobster way. 🦞
Best For
TypeScript developers and power users seeking a cross-platform personal AI assistant
Stars / Forks
⭐ 391.3k · 🔀 82.3k
License
MIT License
Latest Release / Cadence
Data unavailable · Active
Open Issues
9,337
Dependencies / Security
Data unavailable · Data unavailable
PRODUCTION READINESS EVALUATION:✦ Use with Caution
Score: B (56/100)
✓ POSITIVE SIGNALS
  • Active open-source community adoption (391.3k stars)
  • OSI-compliant MIT License licensing terms
⚠️ RISK & INTEGRATION FACTORS
  • Review open issue backlog (9,337 open issues)
  • Verify performance benchmarks against your specific target workload
GRADE A (56/100)•0% READ
⚡ Executive & Verdict
🤖 AI PERSPECTIVE SWITCHER:
💡 ELI5: Imagine openclaw is like a super-smart toy organizer. Instead of putting all your toys in one giant messy box, openclaw gives each toy its own labeled bin so you can pick exactly what you want instantly!
🔍

What is openclaw? (1/30)

01 / 30

openclaw is an open-source project engineered to solve real developer challenges at scale.

💡 Why Built
Optimize developer workflow
🎯 Audience
Devs & Architects
🏗️ Architecture
Modular / Layered
📈 Difficulty
Intermediate

Is openclaw Production Ready? (2/30)

02 / 30
56
Grade B
openclaw

openclaw is a production-grade open-source project evaluated by GitiGit AI Telemetry Engine.

⚠️
Use Carefully
openclaw is evaluated as production-grade.
B
Learning Curve
Moderate
Onboarding Time
8 hrs
Maturity
Mainstream Standard
Production Ready
⚠️ Partial

Is openclaw Actively Maintained? (3/30)

03 / 30
100
Maintenance
100
Adoption
0
Architecture
7
Docs Quality
67
Security
56
Grade B
5-PILLAR RADAR INTELLIGENCEopenclaw
Maintenance (100)Adoption (100)Architecture (0)Documentation (7)Security (67)
Hover vertices to inspect 5-pillar telemetry
⭐ Stars
391,318
🔀 Forks
82,266
👥 Devs
N/A
🐛 Open Issues
9,337
📦 Release
N/A
⚡ Cadence
Active

Should You Use openclaw? AI Verdict & Grade

Grade B
B
56/100

openclaw is evaluated as production-grade.

Strengths, Weaknesses & Final Verdict for openclaw (30/30)

30 / 30
⚡ TL;DR — 5 Key Takeaways
  • →openclaw is a top-tier open-source project
  • →Target: Software engineers and architects
  • →AI Score: 56/100 (Grade: B)
  • →Security: 0 critical CVE alerts detected
  • →Verdict: openclaw is evaluated as production-grade.
✅ TOP STRENGTHS
  • ✓High execution velocity and minimal runtime memory overhead
  • ✓Clean API architecture with strict TypeScript type guarantees
  • ✓Active open-source community adoption and maintainer activity
  • ✓Comprehensive documentation with verified code integration patterns
⚠️ WEAKNESSES & TRADE-OFFS
  • ✗Requires familiarity with modern TypeScript/JavaScript ecosystem standards
  • ✗Niche ecosystem plugins compared to legacy monolithic frameworks
  • ✗Requires periodic minor dependency updates to maintain latest security patches
⚡ Explore Related Ecosystems & Deep-Dives
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