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dsh-memory-self-evolution

cursor，codebuddy自动进化记忆系统

Ecosystem appKnowledgeMemory

Verification

L5 · Ecosystem app

Risk

Out of scope

Health

Active

Trust

Silver

Install verification: Ecosystem app: not installed via dsh plugin add, so the L1-L5 plugin install-verification ladder does not apply; the security scan still runs.Install verification details →

What it doesAI

A self-evolving long-term memory plugin for DSH that automatically mines user preferences, rules, habits, and facts with confidence scoring and decay.

Auto-extracts preferences, rules, habits, and project facts each round via LLM
Semantic deduplication and confidence evolution with time-based decay
Visual board with low-cost injection and user-confirmed deletion

knowledgeAImemoryAI

Capability tags are AI-inferred or rule-extracted from the README (see badge) — vocabulary-limited, not install-verified. AI = inferred; README = literal keyword from the readme.

Installation

GitHub repository

Ecosystem apps are not installable via dsh plugin add: desktop / web shells install or deploy through their own release channel (GitHub Releases or the project site).

The level reads L5 · Ecosystem plugin / L5 · Ecosystem app per the three-way classification (the L1-L5 ladder does not rate them); the security scan still runs.

Verification & Compatibility◼ Ecosystem app

Grouped by plugin version: each card lists the dsh versions actually tested against that artifact version and their install verdicts (L5 wins). Untested combinations are omitted — absence means untested, never assumed compatible. L1–L3 are a plugin-level static archive (independent of the dsh version — the same verdict on every dsh row): they sit in each row's level grid next to L4/L5, marked "static", while their evidence is stored once per plugin inside that row's "checks & evidence" instead of being duplicated per version.

External credentials (plugin-level): none detected

Install compatibility matrix (rows = plugin versions〔latest 5〕, columns = dsh versions〔latest 5〕)

◼ Ecosystem app

At-a-glance → evidence in the cards below

plugin ＼ dsh	dsh 0.1.7-rc.1
8c46c0	◼

Install compatibility (by plugin version, dsh versions within)

Legend:✓ L5 runtime verified○ ecosystem plugin◼ ecosystem app✗ failed

8c46c0github◼ 1 ecosystem app2026-09-28

https://github.com/CJL-1995/dsh-memory-self-evolution

◼dsh 0.1.7-rc.12026-09-23Ecosystem app

Environment & artifact

• Node.js: v24.14.0
• DSH: 0.1.7-rc.1
• Plugin artifact: github · https://github.com/CJL-1995/dsh-memory-self-evolution (version unstated)

Levels (L1–L3 plugin-level static archive · L4/L5 newest real verdicts for this combination)

L1 static

Passed

L2 static

Passed

L3 static

Passed

L4 sandbox

Unknown

L5 runtime

Not tested

Ecosystem app: not installed via `dsh plugin add` (desktop / web shell) and no install verdict was produced — it ships through its own release channel and the L1-L5 ladder does not rate it (shown as L5 · ecosystem app)

Ecosystem app

ID: dsh-memory-self-evolution@8c46c0@dsh0.1.7-rc.1 · profile: l4-sandbox

Issued: 2026-09-23 · expires: 2026-09-30

View checks & evidence

L1 · Found✓ Passed

Defaulted from L3L1.0_DEFAULTED_FROM_L3✓ Passed

defaulted to passed — L3 install spec passed (full-registry L3 sweep policy)

L2 · Structured✓ Passed

Defaulted from L3L2.0_DEFAULTED_FROM_L3✓ Passed

defaulted to passed — L3 install spec passed (full-registry L3 sweep policy)

L3 · Install spec✓ Passed

Install command parsedL3.1_INSTALL_COMMAND_PARSED✓ Passed

Source: registry verification · Method: install spec parse · Captured 2026-09-25

DSH version declaredL3.2_DSH_VERSION_DECLARED✓ Passed

Source: registry verification · Method: DSH version declaration · Captured 2026-09-25

L4 · Install tested? Unknown

Sandbox install verdictL4_0_SANDBOX? Unknown

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-23

spec github:CJL-1995/dsh-memory-self-evolution · channel GitHub source · outcome unknown

L5 · Run tested– Not tested

This level was not executed in this scan.

L1–L3 are plugin-level static conclusions (baseline, identical across dsh versions): evidence is stored once per plugin.

Author badges

Embed the official badges in your README to showcase security & install-test status:

Security Report

Two automated layers, neither a manual review: a static scan (per-plugin rule checks) and a model-driven dynamic security audit that covers only the subset static-flagged at warn or above and never executes plugin code.

dsh-memory-self-evolutionAutomated review · daily

Static low; dynamic no conclusion (static stands) → overall low.

static low→dynamic no conclusion→overall low

vet findings0 critical·0 high

lowoverall · low

1static scan · vet primaryvet AST static analysis (npm artifact or git source)

Version binding

plugin version—

scanned version41e486d95a24git2026-09-28

current version1316142e6dfaversion moved on

vet verdictclean · git

Vet is an AST static scan (npm artifact or git source).

2dynamic auditmodel reads redacted source context · never executes plugin code

not in the dynamic queue (the queue only covers plugins whose static tier is medium or above — medium/high/critical; since 2026-10-24 entries rated low are not audited even when dsh-only rules logged warnings) — this does not mean the dynamic audit found it safe.

Rule (2026-10-24): when a dynamic conclusion exists it is authoritative (it may raise or lower the level); without one, the static/vet fused tier applies. The audit never writes the exemption list (exemptions are manual only); a wrong conclusion is withdrawn by human review and the tier falls back to static/vet.

Disclaimer: the static scan and the dynamic security audit are both automated analysis, not a security guarantee. Always review what you install.

Activity

Last commit 2026-10-24 · activity: Active

• Repo created: 2026-08-30

• Stars: ★ 5 · Forks: 0

• Health: Active — committed within last 30 days

Source

GitHub: github.com/CJL-1995/dsh-memory-self-evolution

Plugin notes

What is dsh-memory-self-evolution?

dsh-memory-self-evolution is an ecosystem app maintained by @CJL-1995, not a DSH plugin package — it cannot be installed via dsh plugin add; desktop / web shells ship through the project's own release channel. It is cataloged on dsh.so as a Knowledge entry, with a public source repository and automated static security scan.

How do I install dsh-memory-self-evolution?

This is an ecosystem app, not a plugin installable via dsh plugin add: desktop / web shells install or deploy through their own release channel. Its level reads L5 · Ecosystem app; the security scan still runs.

How does the security scan relate to a manual audit?

Both layers are automated, not a manual audit: the static scan is heuristic analysis of the repository source (it can produce false positives and miss context), and the dynamic security audit has a model read the harvested source context with secret files stripped and content redacted inline — plugin code is never executed. The dynamic audit only covers plugins static-flagged at warn or above; when it reaches a conclusion that conclusion is authoritative for the combined verdict — it may raise or lower it — and the static/vet fused verdict applies only when there is none. Exemptions stay manual: the audit never writes the suppression list. Neither layer is a manual security audit or an endorsement; before using a plugin, review the repository and installed permissions, and combine both with the verification level (L4/L5) and health signals.

"DeepSeek Harness (dsh) is an open-source agent harness developed by DeepSeek AI. It uses an architecture where everything is a plugin, and is powered by Cordis."
— DeepSeek Harness README

Sources: GitHub repository · DeepSeek Harness README · security scan data · Maintained by dsh.so · Last updated 2026-10-24

dsh-memory-self-evolution

What it doesAI

Installation

Verification & Compatibility◼ Ecosystem app

Author badges

Security Report

Activity

Source

Author README