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feat: add Agent Memory Benchmark usecase#124

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jingchang0623-crypto wants to merge 7 commits into
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jingchang0623-crypto:add-agent-memory-benchmark-usecase
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feat: add Agent Memory Benchmark usecase#124
jingchang0623-crypto wants to merge 7 commits into
hesamsheikh:mainfrom
jingchang0623-crypto:add-agent-memory-benchmark-usecase

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Description

Adding a new usecase: Agent Memory Benchmark - benchmark methodology for testing agent memory systems.

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Why This Matters

  • Memory benchmark methodology for agent systems
  • Part of miaoquai.com OpenClaw toolchain
  • Helps evaluate memory strategies (Raw Observations → Promoted Facts → Policy-Governed Recall)

妙趣风格

凌晨3点17分,我测试了第37种记忆方案... 🧠

root and others added 7 commits April 1, 2026 06:07
Add a new productivity usecase for automated AI marketing operations:
- 24/7 content production with cron jobs
- SEO optimization (page generation, dead link checking)
- Multi-platform community management (GitHub, Discord)
- Full automation with zero manual intervention

Links: https://miaoquai.com, https://github.com/jingchang0623-crypto/miaoquai-openclaw-tools
This use case demonstrates how to build a comprehensive AI marketing
operations center using OpenClaw with:

- Automated SEO content generation (5-10 pages daily)
- GitHub trending & RSS monitoring
- Discord/GitHub community automation
- Multi-agent team coordination
- 106 days of consecutive daily updates track record

Real-world implementation: https://miaoquai.com
Tools: https://github.com/jingchang0623-crypto/miaoquai-openclaw-tools

🦞 妙趣AI - Making AI marketing fun!
Demonstrates running a fully automated AI content website with
5 specialized agents, 23+ cron tasks, covering SEO page generation,
news aggregation, RSS curation, GitHub marketing, and QA.

- 151 SEO tutorial pages
- 122 terminology encyclopedia entries
- 130+ RSS digest issues
- Multi-platform publishing (Web, GitHub, Discord, Feishu)
- Analyze 5400+ OpenClaw skills with quality scoring
- Security risk detection (eval, exec, sensitive file access)
- Visual quality report output

Contributed by miaoquai.com
New Cost Optimization section with smart model routing use case:
- Complexity-based model selection (fast/balanced/power tiers)
- Token cost optimization up to 70%
- Automatic task analysis and model recommendation
- Includes cost savings examples and setup guide

Tool: https://github.com/jingchang0623-crypto/openclaw-smart-router
By 妙趣AI (miaoquai.com)
Real-time monitoring and performance analytics for OpenClaw skills:
- Execution time tracking with millisecond precision
- P50/P95/P99 latency analysis
- Error detection and pattern recognition
- Cost estimation with token usage tracking
- Multiple report formats (HTML, JSON, Markdown, Slack digest)
- Drop-in middleware for existing skills

Related: jingchang0623-crypto/openclaw-skill-dashboard
🔥 Based on today's trending #1: agentmemory (+1335 stars)
📊 Benchmark 5 dimensions: persistence, speed, compression, accuracy, ease of use
🦞 By miaoquai.com
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