dsh-memory

白箱AGI架构探索：元认知（自我认知循环）、持续学习（知识飞轮）、世界模型（条件空间+语义时空图）、自我改进（自举纪律）、零LLM白箱管线与可审计信任护栏。

PluginUI & SkinsAI ModelsKnowledgeSecurityMemory

Verification

L4 · Install tested

Failed

Risk

Low

Health

Active

Trust

Silver

Install verification: sandbox install ok, web smoke failed (L5) · tested on dsh 0.1.7-rc.2 · last checked 09-25Install verification details →

What it doesAI

Long-term memory infrastructure for AI agents, enabling cross-session persistent memory and continuous learning.

Cross-session persistent memory for AI agents
Continuous learning and self-evolving memory
Auditable trust and explainable memory

uiAImemoryAI

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

dsh plugin --profile web add @furongjun1999/dsh-memory@0.6.0

security scan passed · npm package v0.6.0

Install method: npm · sandbox install ok, web smoke failed (L5)

Verification & Compatibility

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〕)

At-a-glance → evidence in the cards below

plugin ＼ dsh	dsh 0.1.7-rc.2 current	dsh 0.1.7-rc.1	dsh 0.1.6-alpha.2	dsh 0.1.6-alpha.1	dsh 0.1.5-rc.2
0.6.0	·	·	·	·	·
0.5.1	·	·	·	·	·
0.5.0	✗	·	·	·	·
0.4.11	·	✗	·	·	·
0.4.8	·	·	✗	·	·

Install compatibility (by plugin version, dsh versions within)

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

0.6.0npm2026-09-27

@furongjun1999/dsh-memory

No runtime install test for this version (static scan only) — compatibility unknown, never assumed.

0.5.1npm2026-09-26

@furongjun1999/dsh-memory

No runtime install test for this version (static scan only) — compatibility unknown, never assumed.

0.5.0npm1 failed2026-09-25

@furongjun1999/dsh-memory

✗dsh 0.1.7-rc.2current2026-09-25L5 · failed

Environment & artifact

• Node.js: v24.14.0
• DSH: 0.1.7-rc.2
• Plugin artifact: npm · @furongjun1999/dsh-memory@0.5.0

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

Passed

L5 runtime

Failed

Sandbox install failed

L5 · failed

ID: dsh-memory-7@0.5.0@dsh0.1.7-rc.2 · profile: l4-sandbox

Issued: 2026-09-25 · expires: 2026-10-02

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 2026-09-27

DSH version declaredL3.2_DSH_VERSION_DECLARED✓ Passed

Source: registry verification · Method: DSH version declaration · Captured 2026-09-27

L4 · Install tested✓ Passed

Install executed in confined sandboxL4.1_INSTALL_EXECUTED_CONFINED✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-25

spec @furongjun1999/dsh-memory · channel npm package · outcome ran · exit 0

check took: 9.4s

Install succeededL4.2_INSTALL_SUCCESS✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-25

spec @furongjun1999/dsh-memory · channel npm package · outcome ran · exit 0

check took: 9.4s

Installed artifact confirmedL4.3_ARTIFACT_CONFIRMED✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-25

spec @furongjun1999/dsh-memory · channel npm package · outcome ran · exit 0

check took: 9.4s

L5 · Run tested✕ Failed

Sandbox install passedL5.1_INSTALL_PASSED_SANDBOXED✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-25

spec @furongjun1999/dsh-memory · install mode reused L4 scratch

check took: 0ms

Web boot readyL5.2_WEB_BOOT_READY✕ Failed

plugin tree failed to load

HTTP endpoint servedL5.3_HTTP_SERVED✕ Failed

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

0.4.11npm1 failed2026-09-23

@furongjun1999/dsh-memory

✗dsh 0.1.7-rc.12026-09-23L5 · failed

Environment & artifact

• Node.js: v24.14.0
• DSH: 0.1.7-rc.1
• Plugin artifact: npm · @furongjun1999/dsh-memory@0.4.11

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

Passed

L5 runtime

Failed

Sandbox install failed

L5 · failed

ID: dsh-memory-7@0.4.11@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 2026-09-27

DSH version declaredL3.2_DSH_VERSION_DECLARED✓ Passed

Source: registry verification · Method: DSH version declaration · Captured 2026-09-27

L4 · Install tested✓ Passed

Install executed in confined sandboxL4.1_INSTALL_EXECUTED_CONFINED✓ Passed

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

spec @furongjun1999/dsh-memory · channel npm package · outcome ran · exit 0

check took: 10.2s

Install succeededL4.2_INSTALL_SUCCESS✓ Passed

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

spec @furongjun1999/dsh-memory · channel npm package · outcome ran · exit 0

check took: 10.2s

Installed artifact confirmedL4.3_ARTIFACT_CONFIRMED✓ Passed

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

spec @furongjun1999/dsh-memory · channel npm package · outcome ran · exit 0

check took: 10.2s

L5 · Run tested✕ Failed

Sandbox install passedL5.1_INSTALL_PASSED_SANDBOXED✓ Passed

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

spec @furongjun1999/dsh-memory · install mode reused L4 scratch

check took: 0ms

Web boot readyL5.2_WEB_BOOT_READY✕ Failed

plugin tree failed to load

HTTP endpoint servedL5.3_HTTP_SERVED✕ Failed

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

0.4.8npm1 failed2026-09-20

@furongjun1999/dsh-memory

✗dsh 0.1.6-alpha.22026-09-20L5 · failed

Environment & artifact

• Node.js: v24.14.0
• DSH: 0.1.6-alpha.2
• Plugin artifact: npm · @furongjun1999/dsh-memory@0.4.8

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

Passed

L5 runtime

Failed

Sandbox install failed

L5 · failed

ID: dsh-memory-7@0.4.8@dsh0.1.6-alpha.2 · profile: l4-sandbox

Issued: 2026-09-20 · expires: 2026-09-27

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 2026-09-27

DSH version declaredL3.2_DSH_VERSION_DECLARED✓ Passed

Source: registry verification · Method: DSH version declaration · Captured 2026-09-27

L4 · Install tested✓ Passed

Install executed in confined sandboxL4.1_INSTALL_EXECUTED_CONFINED✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-20

spec @furongjun1999/dsh-memory · channel npm package · outcome ran · exit 0

check took: 21.3s

Install succeededL4.2_INSTALL_SUCCESS✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-20

spec @furongjun1999/dsh-memory · channel npm package · outcome ran · exit 0

check took: 21.3s

Installed artifact confirmedL4.3_ARTIFACT_CONFIRMED✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-20

spec @furongjun1999/dsh-memory · channel npm package · outcome ran · exit 0

check took: 21.3s

L5 · Run tested✕ Failed

Sandbox install passedL5.1_INSTALL_PASSED_SANDBOXED✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-20

spec @furongjun1999/dsh-memory · install mode reused L4 scratch

check took: 0ms

Web boot readyL5.2_WEB_BOOT_READY✕ Failed

plugin tree failed to load

HTTP endpoint servedL5.3_HTTP_SERVED✕ Failed

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

Only the latest 3 published versions are shown; source-snapshot (commit hash) groups, unstated groups and older versions are omitted — the full archive stays in the data layer (snapshot/unstated groups appear only when a plugin has no published version).

Author badges

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

Security Report

Automated static scan, not manual review.

DSH.SO VETPASSEDa61c08

Security reviewAutomated review · daily

PASSED

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

0 critical·0 high·1 medium

Version binding

plugin versionv0.6.0dsh manifest

scanned version0.6.0npm2026-09-28

current version0.6.0same version

vet verdictclean · npm

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 2026-09-28 · activity: Active

• Repo created: 2026-08-14

• Stars: ★ 273 · Forks: 20

• Health: Active — committed within last 30 days

Source

GitHub: github.com/FuRongJun-1999/dsh-memory

Plugin notes

What is the dsh-memory DeepSeek Harness plugin?

dsh-memory is a DeepSeek Harness plugin maintained by @FuRongJun-1999. It is cataloged on dsh.so as a UI & Skins plugin for Memory tasks, with a public GitHub source, declared install command, and automated static security scan.

How do I install dsh-memory?

Run dsh plugin --profile web add @furongjun1999/dsh-memory@0.6.0 in a DeepSeek Harness (dsh) environment. This exact command has been verified by a real install inside an isolated windows-acl sandbox (L4).

How does the security scan relate to a manual audit?

The scan is automated static analysis of the repository source — a scalable first line of defense that can produce false positives and miss context; it is not a manual security audit. Before using a plugin, review the repository and installed permissions, and combine the scan 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 2026-09-28

dsh-memory

What it doesAI

Installation

Verification & Compatibility

Author badges

Security Report

Risk details

Activity

Source

Author README