Add SuperLocalMemory V3 to Memory Systems — local-first with mathematical foundations#18
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varun369 wants to merge 9 commits intoEvoMap:mainfrom
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Add SuperLocalMemory V3 to Memory Systems — local-first with mathematical foundations#18varun369 wants to merge 9 commits intoEvoMap:mainfrom
varun369 wants to merge 9 commits intoEvoMap:mainfrom
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- README.md with category sections and AUTOGEN markers - CONTRIBUTING.md with submission guidelines and JSON schema - Issue template for project submissions - generate-readme.js to build README from projects.json - search-repos.sh to discover repos via GitHub API - CC BY-SA 4.0 license Made-with: Cursor
- projects.json with AI Agent evolution, memory, multi-agent, protocol, platform, embodied, and community projects - auto-generated README.md via generate-readme.js Made-with: Cursor
17 review issues created with @mentions for project maintainers Made-with: Cursor
- monitor-github.js: searches GitHub for relevant issues/discussions, scores by relevance, outputs ranked candidates for human review - respond-template.js: generates context-aware response drafts with natural evolver/evomap references for different topic categories - run-monitor.sh: wrapper script for manual execution - monitor.yml: weekly GitHub Actions workflow for automated monitoring - Initial monitor results (52 relevant items found) Made-with: Cursor
…sion - ghSearch now uses config.maxAgeDays instead of hardcoded 7 - respond-template outputs --body-file hint instead of broken heredoc - narrowed 'self-' keyword to 'self-evolv' to avoid false positives Made-with: Cursor
- Add badges (awesome, license, PRs welcome, stars) - Add Mermaid taxonomy diagram showing classification structure - Add numbered section hierarchy (1-10) - Add research papers section with 5 subsections and 25+ papers: self-evolution, memory optimization, prompt evolution, multi-agent evolution, tool/code evolution - Add surveys and reading lists section (link to EvoAgentX) - Add benchmarks and evaluation section (SWE-bench, AgentBench, etc.) - Add star history chart (evolver + awesome-agent-evolution) - Add 10 new projects: EvoAgentX, Darwin Godel Machine, OpenEvolve, Alita, Mem0, A-MEM, DSPy, OpenHands, AFlow, Awesome-Self-Evolving-Agents - Add 12 GitHub topics for search discoverability - Total: 62 projects + 25 papers + 5 benchmarks + 3 surveys Made-with: Cursor
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SuperLocalMemory V3 is a local-first AI agent memory system with information-geometric foundations.
Results on LoCoMo benchmark:
Three mathematical contributions:
Added to: Section 2 Memory Systems
Paper: https://arxiv.org/abs/2603.14588
Code: https://github.com/qualixar/superlocalmemory
MIT license, 1400+ tests.