DeepSeek Harness Plugin
🔍 中文

memtrace-public

🧠 Memory ⭐ 454 stars DSH Plugin

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.

Plugin facts

GitHub stars⭐ 454
LicenseNOASSERTION
Primary languagePython
Last push2026-08-17T07:08:49Z
Maintainersyncable-dev
Added to this directory2026-08-17

Screenshots

About this plugin

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

Install this DSH plugin

Copy the command below and run it in your DeepSeek Harness terminal.

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

⚠️ Plugins run with the permissions of your dsh process and may execute code at install time. Review the source repository and its license before installing. Pin the commit hash for reproducible installs. Plugin safety →

More about this plugin

🧭 Run a fleet of coding agents on the same repo without merge hell. Each agent reads the same call graph, sees the same blast radius, inherits the same temporal history. No collisions. No stale context.

🔁 Replay any refactor with full causal awareness. Agents see exactly what depends on what, and what changed when. No more “I refactored a function and 14 tests broke that nobody saw.”

⚡ Index a 50k-file repo in under 90 seconds. Rust + Tree-sitter, $0 in API costs, 20+ languages plus framework-aware scanners (Vapor, Lapis, Kong, GitHub Actions, Terraform, RLS policies, …), fully local. Your code never leaves your machine.

🆕 LeanCTX Native — compressed reads, smart trees, and a value ledger. Four new compression modes on get_source_window, single-call directory maps, a real-time token-savings dashboard, and an opt-in adaptive learner that beats the static table by about 14%.

About this plugin: memtrace-public

What is memtrace-public?

memtrace-public is a memory plugin maintained by syncable-dev. 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.

How do I install memtrace-public?

Run dsh plugin add github:syncable-dev/memtrace-public in your DeepSeek Harness terminal. The dsh CLI resolves the plugin from GitHub and installs it into your active profile. For reproducible installs, pin a commit hash: dsh plugin add github:syncable-dev/memtrace-public#commit.

Is memtrace-public free?

memtrace-public is a community open-source project released under the NOASSERTION license. You can inspect its source and install it for free.

graph-memory

★ Featured ⭐ 540

Memory

A knowledge-graph memory plugin for AI agents: conversations are distilled into structured triples, compressing context by up to 75% and enabling traceable, searchable, cross-session experience reuse. One memory core, native to DeepSeek Harness, with the OpenClaw plugin entry retained.

View plugin → adoresever GitHub profile image adoresever

mnemon

★ Featured ⭐ 469

Memory

LLM-supervised persistent memory for AI agents — graph-based recall and knowledge management.

View plugin → mnemon-dev GitHub profile image mnemon-dev

Memory

Cross-session long-term memory plus background self-evolution for DeepSeek Harness — five memory tracks, git-aware branching, self-review and a skill manager.

View plugin → csyangwen GitHub profile image csyangwen