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dsh-memgas

DeepSeek Harness 长期记忆插件：四通道检索融合 + 记忆演化闭环，检索方法来自 ICLR 2026 论文 MemGAS。Long-term memory plugin for DeepSeek Harness (dsh).

PluginAI ModelsKnowledgeMemoryStorageDatabase
Verification
L5 · Run tested
Passed
Risk
Low
Health
Active
Trust
Gold

What it doesAI

Long-term memory plugin for DeepSeek Harness with four-channel retrieval fusion and memory evolution loop, based on MemGAS (ICLR 2026).

  • Four-channel retrieval fusion for accurate memory recall
  • Memory evolution loop with consolidation and forgetting
  • Based on MemGAS (ICLR 2026), uses SQLite and supports MCP

AI-generated from the repo README — for reference only.

Installation

dsh plugin --profile web add dsh-memgas@0.2.1

security scan passed · npm package v0.2.1

Install method: npm · sandbox install verified (L5)

Verification & Compatibility

Records are archived per dsh version under test: each card shows the newest real L1–L5 verdicts on that version (static levels included; fall back to all-time newest with a carried note when absent).

External credentials (plugin-level): none detected

Per-dsh-version verification (L1–L5)
dsh 0.1.2-rc.1current2026-09-05L5 · verified
Environment & artifact
  • • Node.js: v24.14.0
  • • DSH: 0.1.2-rc.1
  • • Plugin artifact: github · github:quqxui/dsh-memgas#c8fd70
Levels (newest real verdicts on this version)
L1 static
Passed
L2 static
Passed
L3 static
Passed
L4 sandbox
Passed
L5 runtime
Passed
Sandbox install verified
L5 · verified · valid for dsh 0.1.2-rc.1

ID: dsh-memgas@c8fd70@dsh0.1.2-rc.1 · profile: l4-sandbox

Issued: 2026-09-05 · expires: 2026-09-12

View checks & evidence
L1 · Found✓ Passed

↳ carried from earlier record dsh-memgas@66c2d1@dsh0.1.2-rc.1 (l3-fullscan)

Defaulted from L3✓ Passed
defaulted to passed — L3 install spec passed (full-registry L3 sweep policy)
L2 · Structured✓ Passed

↳ carried from earlier record dsh-memgas@66c2d1@dsh0.1.2-rc.1 (l3-fullscan)

Defaulted from L3✓ Passed
defaulted to passed — L3 install spec passed (full-registry L3 sweep policy)
L3 · Install spec✓ Passed

↳ carried from earlier record dsh-memgas@66c2d1@dsh0.1.2-rc.1 (l3-fullscan)

Install command parsed✓ Passed
Source: registry verification · Method: install spec parse · Captured 2026-09-06
DSH version declared✓ Passed
Source: registry verification · Method: DSH version declaration · Captured 2026-09-06
L4 · Install tested✓ Passed
Install executed in confined sandbox✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-05
spec github:quqxui/dsh-memgas · channel GitHub source · outcome ran · exit 0
check took: 3.4s
Install succeeded✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-05
spec github:quqxui/dsh-memgas · channel GitHub source · outcome ran · exit 0
check took: 3.4s
Installed artifact confirmed✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-05
spec github:quqxui/dsh-memgas · channel GitHub source · outcome ran · exit 0
check took: 3.4s
L5 · Run tested✓ Passed

active in loader tree (150 entries)

Sandbox install passed✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-05
spec github:quqxui/dsh-memgas · install mode reused L4 scratch
check took: 56ms
Web boot ready✓ Passed
Source: DSH runtime · Method: web boot · Captured 2026-09-05
ready line dsh web: http://127.0.0.1:54006/?token=…
HTTP endpoint served✓ Passed
Source: DSH runtime · Method: HTTP request · Captured 2026-09-05
path / · HTTP 200 · took 56ms
Plugin active in inventory✓ Passed
Source: DSH runtime · Method: plugin inventory query · Captured 2026-09-05
verdict active · entries 150
match: include:memgas · dsh-memgas · phase active
phases: active 122 · null 28

Author badges

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

dsh.so risk
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dsh.so install
`[![dsh.so install](https://www.dsh.so/badge/install/dsh-memgas.svg)](https://www.dsh.so/artifact/dsh-memgas/)`

Security Report

Automated static scan, not manual review.

DSH.SO VETPASSED3bdd74
Security reviewAutomated review · daily
PASSED

Vet static analysis found no suspicious behavior — verdict is clean.

0 critical·0 high·3 medium·81 score
Version binding
plugin version0.2.1dsh manifest
scanned commit3bdd741085072026-09-05
latest commit3bdd74108507
vet verdictclean · npmscore 81

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

Disclaimer: automated static analysis, not a security guarantee. Always review what you install.

Risk details

No critical or warning findings.

Activity

Last commit 2026-09-05 · activity: Active

• Repo created: 2026-09-05

• Stars: ★ 0 · Forks: 0

• Health: Active — committed within last 30 days

Source

GitHub: github.com/quqxui/dsh-memgas

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