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csyangwen /dsh-memory-evolve

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为 DeepSeek Harness 带来「跨会话长期记忆 + 后台自我进化」能力的纯插件实现：五轨记忆 · git 分支感知 · 回合内自我审查 · 技能自我进化与技能管理器 · 四轨待办 · COI 调度 · 会话广播 · 会话搜索 · 提示词管理器 · 临时信息便签——零核心修改、零运行时依赖，随装随用、卸载即净。

A pure plugin implementation that brings "cross-session long-term memory + background self-evolution" capabilities to DeepSeek Harness: five-track memory · git branch awareness · in-turn self-review · skill self-evolution and a skill manager · four-track to-dos · COI scheduling · session broadcast · session search · prompt manager · temporary information notepad — zero core modifications, zero runtime dependencies, ready to use as soon as it is installed, and clean once uninstalled. Machine translation by Claude Sonnet 5.5. A wrong translation? Report an error

Read the English README on GitHub (README.en.md, a file of the repository)

Stars
657 stars
Forks
71 forks
Language
JavaScript
License
MIT
Created
Aug 5, 2026
Last push
Oct 29, 2026
Updated
Nov 6, 2026
Tags
Why these Tags: an agent read the README and quoted it
  • Agent memory from the readme: 插件的五轨记忆让 AI 拥有**跨会话的长期工作记忆** (machine translation by Claude Sonnet 5.5: The plugin's five-track memory gives AI **long-term working memory across sessions**)
  • Coding agent plugin from the description: 为 DeepSeek Harness 带来「跨会话长期记忆 + 后台自我进化」能力的纯插件实现 (machine translation by Claude Sonnet 5.5: A pure plugin implementation that brings "cross-session long-term memory + background self-evolution" capabilities to DeepSeek Harness)
  • Multi-agent orchestration from the readme: **内部会话负责「需要上下文和来回打磨的活」，外部代理负责「一次性重活」，两者通过记忆、房间、提示词串成一条流水线。** (machine translation by Claude Sonnet 5.5: **Internal sessions handle "work that needs context and back-and-forth refinement," while external agents handle "one-off heavy work," and the two are chained into one pipeline through memory, rooms, and prompts.**)

An agent gave these Tags from the fixed Tag list in the AwesomeRepos source code. A code check kept each Tag only when its quote is in the text. A wrong Tag? Report an errorwith the form at the end of this page.

GitHub topics

Admitted to the Repository Index on Nov 4, 2026: +150 stars in 7 days.

Star History

93 days recorded, Aug 6, 2026 – Nov 6, 2026 (UTC). Net change +672 stars.

Stars at the end of each day657 now
100500
Aug 6, 2026Nov 6, 2026
Net stars each dayhighest +54
+54 on Nov 3, 2026v26092802, Sep 28, 2026v26092801, Sep 28, 2026v26091501, Sep 15, 2026v26090901, Sep 9, 2026v26090801, Sep 8, 2026
Aug 6, 2026Nov 6, 2026

The star count of each day is the latest count minus the net stars of the later days.

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Badge

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Timeline

It gained stars on 87 of the 93 days recorded since Aug 6, 2026.

Its largest 7 days were Oct 31, 2026 to Nov 6, 2026: 205 stars.

In the 30 days to Nov 6, 2026 it got 317 stars, 301% more than in the 30 days before.

  1. Created on the Repository Host
  2. +34 stars in one day
  3. Reached 100 stars, 11 days after it was created
  4. Release v26090801
  5. Release v26090901
  6. Release v26091501
  7. Release v26092802
  8. Release v26092801
  9. Latest push
  10. Reached 500 stars, 89 days after it was created
  11. Largest star day recorded: +54 stars
  12. Entered the Repository Index: +150 stars in 7 days
  13. +33 stars in one day

The timeline comes from the creation date and the releases on the Repository Host, the Admission, the Star History, and the Observations. Star milestones show only when the Star History records the day. The list shows up to 5 stable releases from the latest 10 releases recorded. When none of them is stable, one item counts the pre-releases. On the chart of net stars each day, a solid line marks each recorded release.

Forks and pushes

From 3 Observations, Nov 5, 2026 – Nov 7, 2026. Forks +5. AwesomeRepos saw a new push on 0 of 2 days.

Forks71
  1. Nov 6, 2026: no new push
  2. Nov 7, 2026: no new push

A filled day: the last push time changed since the Observation before it.

Health facts

Measured facts in four separate dimensions, each with a date and a source. AwesomeRepos does not add them into one score. AwesomeRepos last read these facts from GitHub on Nov 6, 2026. How AwesomeRepos defines each check

Maintenance

3 of 4 checks

  • Yes: Not archived

    GitHub does not mark the repository as archived. Source

  • Yes: A push in the last 90 days

    Last push on 2026-10-29, 8 days ago. Source

  • Yes: Commits in the last 13 weeks

    292 commits on the default branch in the last 13 weeks (GitHub, 2026-11-06). Source

  • No: Commits in 26 or more of the last 52 weeks

    Commits in 8 of the last 52 weeks (GitHub, 2026-11-06). Source

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Commits on the default branch each week, the oldest week at the left.

Releases

1 of 3 checks

  • Yes: A release in the last 365 days

    Newest release v26092802 on 2026-09-28, 39 days ago. 5 releases in the last 365 days. Source

  • No: The newest release tag is a semantic version

    The newest release tag is v26092802. Source

  • No: A changelog file at the root

    No changelog file at the root (GitHub, 2026-11-06).

Security practice

0 of 1 check

  • No: A security policy

    GitHub finds no security policy (GitHub, 2026-11-06).

OpenSSF Scorecard has no result for this repository from the last 90 days.

Community files

1 of 3 checks

  • Yes: A licence

    GitHub finds the licence MIT. Source

  • No: A contributing guide

    GitHub finds no contributing guide (GitHub, 2026-11-06).

  • No: A code of conduct

    GitHub finds no code of conduct (GitHub, 2026-11-06).

Dependencies in the index

This section shows the packages that connect this repository to other repositories in the index.

GitHub has no dependency graph for this repository (scanned on Nov 6, 2026).

No scanned repository names a package from this repository.

Uses (in the index) · 0

None.

Used by (in the index) · 0

None.

Sources: the GitHub dependency graph of each repository, and deps.dev for the source repository of each package. A dependency graph also names development packages. deps.dev takes most source repositories from package metadata. How the dependency graph is made

Observations

Latest Observation, Nov 7, 2026: 657 stars, 71 forks, last push Oct 29, 2026, not archived. One of 3 Observations since Nov 5, 2026.

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