@mengxiaoxian/lookover

在当前页面提问，把解决经验留给下次：DSH 悬浮气泡、按需页面上下文与个人解决经验插件（dsh-bubble / dsh-look / dsh-expmem）

Ecosystem pluginDesktopAI ModelsVisionVision / OCRMemory

Verification

L5 · Ecosystem plugin

Ecosystem plugin

Risk

LowRisk

Health

Active

Trust

Silver

Install verification: Ecosystem plugin: installs via dsh plugin add but declares no dsh.bundle and mounts no plugin capability — the L1-L5 install ladder does not rate it; the security scan still runs.Install verification details →

What it doesAI

A floating DSH bubble for asking questions on the current page, reading on-screen context on demand, and saving reusable solutions as experience memory.

dsh bubble: floating chat beside the working page, no window switching
dsh look: reads window/screen content on demand to give real context
dsh expmem: stores problem, solution, source and applicability for reuse

desktopAIvisionAImemoryAI

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 github:mengxiaoxian/lookover#lookover-2026.10.12

verified lookover-2026.10.12

Install method: GitHub · runtime test inconclusive (L5 unknown)

Verification & Compatibility○ Ecosystem plugin

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

Declared DSH compatibilityfrom package.json · peerDependencies

package manifest not collected

package manifest not collected — the declared range is unknown.

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

○ Ecosystem plugin

At-a-glance → evidence in the cards below

plugin ＼ dsh	dsh 0.2.1-rc.2 current	dsh 0.2.1-alpha.4	dsh 0.2.1-alpha.2
lookover-2026.10.12	○	○	○

Install compatibility (by plugin version, dsh versions within)

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

lookover-2026.10.12github○ 3 ecosystem plugin2026-10-18

https://github.com/mengxiaoxian/lookover

○dsh 0.2.1-rc.2current2026-10-18Ecosystem plugin

Environment & artifact

• Node.js: v24.14.0
• DSH: 0.2.1-rc.2
• Plugin artifact: github · https://github.com/mengxiaoxian/lookover#lookover-2026.10.12

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

Unknown

Ecosystem plugin: no install verdict — not a usable dsh plugin (shown as L5 · ecosystem plugin)

Ecosystem plugin

ID: lookover@lookover-2026.10.12@dsh0.2.1-rc.2 · profile: l4-sandbox

Issued: 2026-10-18 · expires: 2026-10-25

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 2026-10-18

DSH version declaredL3.2_DSH_VERSION_DECLARED✓ Passed

Source: registry verification · Method: DSH version declaration · Captured 2026-10-18

L4 · Install tested✓ Passed

Install executed in confined sandboxL4.1_INSTALL_EXECUTED_CONFINED✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-18

spec github:mengxiaoxian/lookover#lookover-2026.10.12 · channel GitHub source · outcome ran · exit 0

check took: 2.1s

Install succeededL4.2_INSTALL_SUCCESS✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-18

spec github:mengxiaoxian/lookover#lookover-2026.10.12 · channel GitHub source · outcome ran · exit 0

check took: 2.1s

Installed artifact confirmedL4.3_ARTIFACT_CONFIRMED✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-18

spec github:mengxiaoxian/lookover#lookover-2026.10.12 · channel GitHub source · outcome ran · exit 0

check took: 2.1s

L5 · Run tested? Unknown

not present in web-profile loader inventory

Sandbox install passedL5.1_INSTALL_PASSED_SANDBOXED✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-18

spec github:mengxiaoxian/lookover#lookover-2026.10.12 · install mode reused L4 scratch

check took: 740ms

Web boot readyL5.2_WEB_BOOT_READY✓ Passed

Source: DSH runtime · Method: web boot · Captured 2026-10-18

ready line dsh web: http://127.0.0.1:51532/?token=…

HTTP endpoint servedL5.3_HTTP_SERVED✓ Passed

Source: DSH runtime · Method: HTTP request · Captured 2026-10-18

path / · HTTP 200 · took 740ms

Plugin active in inventoryL5.4_PLUGIN_INVENTORY_ACTIVE? Unknown

Source: DSH runtime · Method: plugin inventory query · Captured 2026-10-18

verdict not-found · entries 149

phases: active 121 · null 28

not present in web-profile loader inventory

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

○dsh 0.2.1-alpha.42026-10-15Ecosystem plugin

Environment & artifact

• Node.js: v24.14.0
• DSH: 0.2.1-alpha.4
• Plugin artifact: github · https://github.com/mengxiaoxian/lookover#lookover-2026.10.12

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

Unknown

Ecosystem plugin: no install verdict — not a usable dsh plugin (shown as L5 · ecosystem plugin)

Ecosystem plugin

ID: lookover@lookover-2026.10.12@dsh0.2.1-alpha.4 · profile: l4-sandbox

Issued: 2026-10-15 · expires: 2026-10-22

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 2026-10-18

DSH version declaredL3.2_DSH_VERSION_DECLARED✓ Passed

Source: registry verification · Method: DSH version declaration · Captured 2026-10-18

L4 · Install tested✓ Passed

Install executed in confined sandboxL4.1_INSTALL_EXECUTED_CONFINED✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-15

spec github:mengxiaoxian/lookover#lookover-2026.10.12 · channel GitHub source · outcome ran · exit 0

check took: 3.0s

Install succeededL4.2_INSTALL_SUCCESS✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-15

spec github:mengxiaoxian/lookover#lookover-2026.10.12 · channel GitHub source · outcome ran · exit 0

check took: 3.0s

Installed artifact confirmedL4.3_ARTIFACT_CONFIRMED✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-15

spec github:mengxiaoxian/lookover#lookover-2026.10.12 · channel GitHub source · outcome ran · exit 0

check took: 3.0s

L5 · Run tested? Unknown

not present in web-profile loader inventory

Sandbox install passedL5.1_INSTALL_PASSED_SANDBOXED✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-15

spec github:mengxiaoxian/lookover#lookover-2026.10.12 · install mode reused L4 scratch

check took: 433ms

Web boot readyL5.2_WEB_BOOT_READY✓ Passed

Source: DSH runtime · Method: web boot · Captured 2026-10-15

ready line dsh web: http://127.0.0.1:62606/?token=…

HTTP endpoint servedL5.3_HTTP_SERVED✓ Passed

Source: DSH runtime · Method: HTTP request · Captured 2026-10-15

path / · HTTP 200 · took 433ms

Plugin active in inventoryL5.4_PLUGIN_INVENTORY_ACTIVE? Unknown

Source: DSH runtime · Method: plugin inventory query · Captured 2026-10-15

verdict not-found · entries 149

phases: active 121 · null 28

not present in web-profile loader inventory

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

○dsh 0.2.1-alpha.22026-10-14Ecosystem plugin

Environment & artifact

• Node.js: v24.14.0
• DSH: 0.2.1-alpha.2
• Plugin artifact: github · https://github.com/mengxiaoxian/lookover#lookover-2026.10.12

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

Unknown

Ecosystem plugin: no install verdict — not a usable dsh plugin (shown as L5 · ecosystem plugin)

Ecosystem plugin

ID: lookover@lookover-2026.10.12@dsh0.2.1-alpha.2 · profile: l4-sandbox

Issued: 2026-10-14 · expires: 2026-10-21

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 2026-10-18

DSH version declaredL3.2_DSH_VERSION_DECLARED✓ Passed

Source: registry verification · Method: DSH version declaration · Captured 2026-10-18

L4 · Install tested✓ Passed

Install executed in confined sandboxL4.1_INSTALL_EXECUTED_CONFINED✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-14

spec github:mengxiaoxian/lookover#lookover-2026.10.12 · channel GitHub source · outcome ran · exit 0

check took: 4.0s

Install succeededL4.2_INSTALL_SUCCESS✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-14

spec github:mengxiaoxian/lookover#lookover-2026.10.12 · channel GitHub source · outcome ran · exit 0

check took: 4.0s

Installed artifact confirmedL4.3_ARTIFACT_CONFIRMED✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-14

spec github:mengxiaoxian/lookover#lookover-2026.10.12 · channel GitHub source · outcome ran · exit 0

check took: 4.0s

L5 · Run tested? Unknown

not present in web-profile loader inventory

Sandbox install passedL5.1_INSTALL_PASSED_SANDBOXED✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-14

spec github:mengxiaoxian/lookover#lookover-2026.10.12 · install mode reused L4 scratch

check took: 624ms

Web boot readyL5.2_WEB_BOOT_READY✓ Passed

Source: DSH runtime · Method: web boot · Captured 2026-10-14

ready line dsh web: http://127.0.0.1:53811/?token=…

HTTP endpoint servedL5.3_HTTP_SERVED✓ Passed

Source: DSH runtime · Method: HTTP request · Captured 2026-10-14

path / · HTTP 200 · took 624ms

Plugin active in inventoryL5.4_PLUGIN_INVENTORY_ACTIVE? Unknown

Source: DSH runtime · Method: plugin inventory query · Captured 2026-10-14

verdict not-found · entries 149

phases: active 121 · null 28

not present in web-profile loader inventory

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.

lookoverAutomated review · daily

Static low, dynamic no conclusion — stricter wins → overall low.

static low→dynamic no conclusion→overall low

0 critical·0 high

lowoverall · low

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

Version binding

plugin version—

scanned versionlookover-2026.10.12git2026-10-21

current versionlookover-2026.10.12same version

vet verdictclean · git

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

show static findings (2)

warningchildProcess · code-execdsh-bubble/lib/index.js:13
const child = spawn(fileURLToPath(new URL('../bin/Xiaoguang Companion.app/Contents/MacOS/xiaoguang-helper', import.meta.url)), args,
warningchildProcess · code-execdsh-look/lib/index.js:68
const child = spawn(HELPER, [...extraArgs, '--self-bundle', SELF_BUNDLE, ...EXCLUDED_BUNDLES.flatMap(bundle => ['--exclude-bundle', bundle])

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

not in the dynamic queue (queue only covers plugins static-flagged at warn or above) — this does not mean the dynamic audit found it safe.

Rule: the dynamic audit can only raise risk, never lower it (raise-only, never an exemption); a wrong raise is withdrawn by human review and the tier falls back to the static verdict. Overall verdict = the stricter of the two layers.

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 2026-10-12 · activity: Active

• Repo created: 2026-09-22

• Stars: ★ 0 · Forks: 0

• Health: Active — committed within last 30 days

Source

GitHub: github.com/mengxiaoxian/lookover

Plugin notes

What is @mengxiaoxian/lookover?

@mengxiaoxian/lookover is an ecosystem plugin maintained by @mengxiaoxian: it installs via dsh plugin add but declares no dsh.bundle and mounts nothing — installing it adds no plugin capability; use the source repository directly. It is cataloged on dsh.so as a Desktop entry, with a public source repository and automated static security scan.

How do I install @mengxiaoxian/lookover?

This is an ecosystem plugin: it installs via dsh plugin add but declares no dsh.bundle and mounts nothing — installing one adds no plugin capability; use the source repository directly. Its level reads L5 · Ecosystem plugin; 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, and its conclusion can only raise the combined verdict, never exempt it. 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 2026-10-13

@mengxiaoxian/lookover

What it doesAI

Installation

Verification & Compatibility○ Ecosystem plugin

Author badges

Security Report

Activity

Source

Author README