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ayushcodes10/echo-mem

Shared memory for AI agents on your own Postgres. The server never calls an LLM to write.

This repository also configures its own agents. See what echo-mem tells them →

Open on GitHub echo-mem.com
2Stars on the repository
284Mods indexed here, across every type
1mo agoLast push, which is what freshness is scored on
Apache-2.0Licence, which decides whether bodies are shown
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V3 Deep Integration

25

ayushcodes10/echo-mem

Skill Claude CodeCodex

Deep agentic-flow@alpha integration implementing ADR-001. Eliminates 10,000+ duplicate lines by building Codex-flow as specialized extension rather than parallel implementation.

not rated 2 changed 1mo ago A 39 tokens copy · 100% Apache-2.0

V3 MCP Optimization

26

ayushcodes10/echo-mem

Skill Claude CodeCodex

MCP server optimization and transport layer enhancement for Codex-flow v3. Implements connection pooling, load balancing, tool registry optimization, and performance monitoring for sub-100ms response times.

not rated 2 changed 1mo ago A 42 tokens copy · 100% Apache-2.0

V3 Memory Unification

27

ayushcodes10/echo-mem

Skill Claude CodeCodex

Unify 6+ memory systems into AgentDB with HNSW indexing for 150x-12,500x search improvements. Implements ADR-006 (Unified Memory Service) and ADR-009 (Hybrid Memory Backend).

not rated 2 1mo ago A 51 tokens copy · 100% Apache-2.0

V3 Performance Optimization

28

ayushcodes10/echo-mem

Skill Claude CodeCodex

Achieve aggressive v3 performance targets: 2.49x-7.47x Flash Attention speedup, 150x-12,500x search improvements, 50-75% memory reduction. Comprehensive benchmarking and optimization suite.

not rated 2 changed 1mo ago A 53 tokens copy · 100% Apache-2.0

V3 Security Overhaul

29

ayushcodes10/echo-mem

Skill Claude CodeCodex

Complete security architecture overhaul for Codex-flow v3. Addresses critical CVEs (CVE-1, CVE-2, CVE-3) and implements secure-by-default patterns. Use for security-first v3 implementation.

not rated 2 changed 1mo ago A 52 tokens copy · 100% Apache-2.0

V3 Swarm Coordination

30

ayushcodes10/echo-mem

Skill Claude CodeCodex

15-agent hierarchical mesh coordination for v3 implementation. Orchestrates parallel execution across security, core, and integration domains following 10 ADRs with 14-week timeline.

not rated 2 changed 1mo ago A 40 tokens copy · 100% Apache-2.0

Verification & Quality Assurance

31

ayushcodes10/echo-mem

Skill Claude CodeCodex needs its repo

Comprehensive truth scoring, code quality verification, and automatic rollback system with 0.95 accuracy threshold for ensuring high-quality agent outputs and codebase reliability.

not rated 2 changed 1mo ago A 36 tokens copy · 97% Apache-2.0

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