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Structural memory for AI encoding agents

syncable-dev/memtrace-public · skills

Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · DeepSeek Harness · Hermes · VS Code · Windsurf.

★ 454GitHub stars
41Forks
2026-08-17Last updated
PythonLanguage
NOASSERTIONLicense

Project overview

Memtrace turns your codebase into a live knowledge graph that AI coding agents can query in milliseconds — every function, class, call edge, and version, across every session, without re-reading files or breaking things they can't see.

Get your fleet on shared structural memory in under 90 seconds.

Structural · zero LLM calls · Bi-temporal · time-travel queries · Replay-aware · zero blind refactors DeepSeek Harness

Install command

dsh plugin --profile web add github:syncable-dev/memtrace-public
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