⚠️ This repository has been renamed: 3361805598-gif/dsh-usage-analytics — click to visit the new location. Everything below is preserved as originally indexed.

dsh-usage-insights

Local-first personal usage insights for DeepSeek Harness

PluginDataStorageFile

Verification

L5 · Run tested

Verified

Risk

Out of scope

Health

Stable

Trust

Gold

Install verification: runtime verified (L5) · tested on dsh 0.2.0-rc.2 · last checked 10-09Install verification details →

What it doesAI

Local-first DSH plugin displaying personal token usage, model distribution, and skill call insights from session data.

Token heatmaps for 1/7/30-day windows
Model distribution and skill call stats
Local-first: writes only derived index, never raw data

dataAIstorageAIfileAI

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:3361805598-gif/dsh-usage-insights#v0.2.1

security scan passed · source release v0.2.1

Install method: GitHub · runtime verified (L5) · verified on dsh 0.2.0-rc.2

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

Declared DSH compatibilityfrom package.json · peerDependencies

only dsh 0.1.1-rc.2 (this exact version)

Based on 1 requirement(s) across 6 @deepseek-ai/dsh-* packages.

raw ranges

0.1.1-rc.2 ×6

✗ Running dsh 0.2.1-rc.2 is outside the declared range — the official install gate rejects it (incompatible-version).

To force-install, grant an exact-version exemption: dsh plugin allow-version dsh-usage-insights-2@0.2.1 0.2.1-rc.2 (the exemption lives in the local profile; this site does not assume one)

Whether it actually runs is a separate question → see the measured matrix below (L1–L5).

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

At-a-glance → evidence in the cards below

plugin ＼ dsh	dsh 0.2.0-rc.2	dsh 0.2.0-rc.1	dsh 0.1.7-rc.2	dsh 0.1.7-rc.1	dsh 0.1.7-alpha.2
v0.2.1	✓	✓	✓	·	✓
v0.1.1	·	·	·	·	·

Install compatibility (by plugin version, dsh versions within)

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

v0.2.1github✓ 7 runtime-verified2026-10-09

https://github.com/3361805598-gif/dsh-usage-insights

✓dsh 0.2.0-rc.22026-10-09L5 · runtime verified

Environment & artifact

• Node.js: v24.14.0
• DSH: 0.2.0-rc.2
• Plugin artifact: github · https://github.com/3361805598-gif/dsh-usage-insights#v0.2.1

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

Passed

Install + runtime smoke verified in the dsh sandbox — installs and runs

L5 · runtime verified · valid for dsh 0.2.0-rc.2

ID: dsh-usage-insights-2@v0.2.1@dsh0.2.0-rc.2 · profile: l4-sandbox

Issued: 2026-10-09 · expires: 2026-10-16

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 2026-10-08

DSH version declaredL3.2_DSH_VERSION_DECLARED✓ Passed

Source: registry verification · Method: DSH version declaration · Captured 2026-10-08

L4 · Install tested✓ Passed

Install executed in confined sandboxL4.1_INSTALL_EXECUTED_CONFINED✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-09

spec github:3361805598-gif/dsh-usage-insights#v0.2.1 · channel GitHub source · outcome ran · exit 0

check took: 12.7s

Install succeededL4.2_INSTALL_SUCCESS✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-09

spec github:3361805598-gif/dsh-usage-insights#v0.2.1 · channel GitHub source · outcome ran · exit 0

check took: 12.7s

Installed artifact confirmedL4.3_ARTIFACT_CONFIRMED✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-09

spec github:3361805598-gif/dsh-usage-insights#v0.2.1 · channel GitHub source · outcome ran · exit 0

check took: 12.7s

L5 · Run tested✓ Passed

active in loader tree (150 entries)

Sandbox install passedL5.1_INSTALL_PASSED_SANDBOXED✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-09

spec github:3361805598-gif/dsh-usage-insights#v0.2.1 · install mode reused L4 scratch

check took: 919ms

Web boot readyL5.2_WEB_BOOT_READY✓ Passed

Source: DSH runtime · Method: web boot · Captured 2026-10-09

ready line dsh web: http://127.0.0.1:50255/?token=…

HTTP endpoint servedL5.3_HTTP_SERVED✓ Passed

Source: DSH runtime · Method: HTTP request · Captured 2026-10-09

path / · HTTP 200 · took 919ms

Plugin active in inventoryL5.4_PLUGIN_INVENTORY_ACTIVE✓ Passed

Source: DSH runtime · Method: plugin inventory query · Captured 2026-10-09

verdict active · entries 150

match: include:usage-insights · dsh-usage-analytics · phase active

phases: active 122 · null 28

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

✓dsh 0.2.0-rc.12026-09-29L5 · runtime verified

Environment & artifact

• Node.js: v24.14.0
• DSH: 0.2.0-rc.1
• Plugin artifact: github · https://github.com/3361805598-gif/dsh-usage-insights#v0.2.1

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

Passed

Install + runtime smoke verified in the dsh sandbox — installs and runs

L5 · runtime verified · valid for dsh 0.2.0-rc.1

ID: dsh-usage-insights-2@v0.2.1@dsh0.2.0-rc.1 · profile: l4-sandbox

Issued: 2026-09-29 · expires: 2026-10-06

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 2026-10-08

DSH version declaredL3.2_DSH_VERSION_DECLARED✓ Passed

Source: registry verification · Method: DSH version declaration · Captured 2026-10-08

L4 · Install tested✓ Passed

Install executed in confined sandboxL4.1_INSTALL_EXECUTED_CONFINED✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-29

spec github:3361805598-gif/dsh-usage-insights#v0.2.1 · channel GitHub source · outcome ran · exit 0

check took: 14.5s

Install succeededL4.2_INSTALL_SUCCESS✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-29

spec github:3361805598-gif/dsh-usage-insights#v0.2.1 · channel GitHub source · outcome ran · exit 0

check took: 14.5s

Installed artifact confirmedL4.3_ARTIFACT_CONFIRMED✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-29

spec github:3361805598-gif/dsh-usage-insights#v0.2.1 · channel GitHub source · outcome ran · exit 0

check took: 14.5s

L5 · Run tested✓ Passed

active in loader tree (150 entries)

Sandbox install passedL5.1_INSTALL_PASSED_SANDBOXED✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-29

spec github:3361805598-gif/dsh-usage-insights#v0.2.1 · install mode reused L4 scratch

check took: 427ms

Web boot readyL5.2_WEB_BOOT_READY✓ Passed

Source: DSH runtime · Method: web boot · Captured 2026-09-29

ready line dsh web: http://127.0.0.1:57707/?token=…

HTTP endpoint servedL5.3_HTTP_SERVED✓ Passed

Source: DSH runtime · Method: HTTP request · Captured 2026-09-29

path / · HTTP 200 · took 427ms

Plugin active in inventoryL5.4_PLUGIN_INVENTORY_ACTIVE✓ Passed

Source: DSH runtime · Method: plugin inventory query · Captured 2026-09-29

verdict active · entries 150

match: include:usage-insights · dsh-usage-analytics · phase active

phases: active 122 · null 28

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

✓dsh 0.1.7-rc.22026-09-25L5 · runtime verified

Environment & artifact

• Node.js: v24.14.0
• DSH: 0.1.7-rc.2
• Plugin artifact: github · https://github.com/3361805598-gif/dsh-usage-insights#v0.2.1

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

Passed

Install + runtime smoke verified in the dsh sandbox — installs and runs

L5 · runtime verified · valid for dsh 0.1.7-rc.2

ID: dsh-usage-insights-2@v0.2.1@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 2026-10-08

DSH version declaredL3.2_DSH_VERSION_DECLARED✓ Passed

Source: registry verification · Method: DSH version declaration · Captured 2026-10-08

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 github:3361805598-gif/dsh-usage-insights#v0.2.1 · channel GitHub source · outcome ran · exit 0

check took: 7.6s

Install succeededL4.2_INSTALL_SUCCESS✓ Passed

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

spec github:3361805598-gif/dsh-usage-insights#v0.2.1 · channel GitHub source · outcome ran · exit 0

check took: 7.6s

Installed artifact confirmedL4.3_ARTIFACT_CONFIRMED✓ Passed

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

spec github:3361805598-gif/dsh-usage-insights#v0.2.1 · channel GitHub source · outcome ran · exit 0

check took: 7.6s

L5 · Run tested✓ Passed

active in loader tree (150 entries)

Sandbox install passedL5.1_INSTALL_PASSED_SANDBOXED✓ Passed

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

spec github:3361805598-gif/dsh-usage-insights#v0.2.1 · install mode reused L4 scratch

check took: 91ms

Web boot readyL5.2_WEB_BOOT_READY✓ Passed

Source: DSH runtime · Method: web boot · Captured 2026-09-25

ready line dsh web: http://127.0.0.1:49669/?token=…

HTTP endpoint servedL5.3_HTTP_SERVED✓ Passed

Source: DSH runtime · Method: HTTP request · Captured 2026-09-25

path / · HTTP 200 · took 91ms

Plugin active in inventoryL5.4_PLUGIN_INVENTORY_ACTIVE✓ Passed

Source: DSH runtime · Method: plugin inventory query · Captured 2026-09-25

verdict active · entries 150

match: include:usage-insights · dsh-usage-analytics · phase active

phases: active 122 · null 28

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

✓dsh 0.1.7-alpha.22026-09-23L5 · runtime verified

Environment & artifact

• Node.js: v24.14.0
• DSH: 0.1.7-alpha.2
• Plugin artifact: github · https://github.com/3361805598-gif/dsh-usage-insights#v0.2.1

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

Passed

Install + runtime smoke verified in the dsh sandbox — installs and runs

L5 · runtime verified · valid for dsh 0.1.7-alpha.2

ID: dsh-usage-insights-2@v0.2.1@dsh0.1.7-alpha.2 · 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 2026-10-08

DSH version declaredL3.2_DSH_VERSION_DECLARED✓ Passed

Source: registry verification · Method: DSH version declaration · Captured 2026-10-08

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 github:3361805598-gif/dsh-usage-insights#v0.2.1 · channel GitHub source · outcome ran · exit 0

check took: 14.1s

Install succeededL4.2_INSTALL_SUCCESS✓ Passed

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

spec github:3361805598-gif/dsh-usage-insights#v0.2.1 · channel GitHub source · outcome ran · exit 0

check took: 14.1s

Installed artifact confirmedL4.3_ARTIFACT_CONFIRMED✓ Passed

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

spec github:3361805598-gif/dsh-usage-insights#v0.2.1 · channel GitHub source · outcome ran · exit 0

check took: 14.1s

L5 · Run tested✓ Passed

active in loader tree (150 entries)

Sandbox install passedL5.1_INSTALL_PASSED_SANDBOXED✓ Passed

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

spec github:3361805598-gif/dsh-usage-insights#v0.2.1 · install mode reused L4 scratch

check took: 175ms

Web boot readyL5.2_WEB_BOOT_READY✓ Passed

Source: DSH runtime · Method: web boot · Captured 2026-09-23

ready line dsh web: http://127.0.0.1:65229/?token=…

HTTP endpoint servedL5.3_HTTP_SERVED✓ Passed

Source: DSH runtime · Method: HTTP request · Captured 2026-09-23

path / · HTTP 200 · took 175ms

Plugin active in inventoryL5.4_PLUGIN_INVENTORY_ACTIVE✓ Passed

Source: DSH runtime · Method: plugin inventory query · Captured 2026-09-23

verdict active · entries 150

match: include:usage-insights · dsh-usage-analytics · phase active

phases: active 122 · null 28

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

✓dsh 0.1.6-alpha.22026-09-20L5 · runtime verified

Environment & artifact

• Node.js: v24.14.0
• DSH: 0.1.6-alpha.2
• Plugin artifact: github · https://github.com/3361805598-gif/dsh-usage-insights#v0.2.1

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

Passed

Install + runtime smoke verified in the dsh sandbox — installs and runs

L5 · runtime verified · valid for dsh 0.1.6-alpha.2

ID: dsh-usage-insights-2@v0.2.1@dsh0.1.6-alpha.2 · profile: l3-fullscan

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 2026-10-08

DSH version declaredL3.2_DSH_VERSION_DECLARED✓ Passed

Source: registry verification · Method: DSH version declaration · Captured 2026-10-08

L4 · Install tested✓ Passed

Install executed in confined sandboxL4.1_INSTALL_EXECUTED_CONFINED✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-19

spec github:3361805598-gif/dsh-usage-insights#v0.2.1 · channel GitHub source · outcome ran · exit 0

check took: 8.6s

Install succeededL4.2_INSTALL_SUCCESS✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-19

spec github:3361805598-gif/dsh-usage-insights#v0.2.1 · channel GitHub source · outcome ran · exit 0

check took: 8.6s

Installed artifact confirmedL4.3_ARTIFACT_CONFIRMED✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-19

spec github:3361805598-gif/dsh-usage-insights#v0.2.1 · channel GitHub source · outcome ran · exit 0

check took: 8.6s

L5 · Run tested✓ Passed

active in loader tree (150 entries)

Sandbox install passedL5.1_INSTALL_PASSED_SANDBOXED✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-19

spec github:3361805598-gif/dsh-usage-insights#v0.2.1 · install mode reused L4 scratch

check took: 44ms

Web boot readyL5.2_WEB_BOOT_READY✓ Passed

Source: DSH runtime · Method: web boot · Captured 2026-09-19

ready line dsh web: http://127.0.0.1:57956/?token=…

HTTP endpoint servedL5.3_HTTP_SERVED✓ Passed

Source: DSH runtime · Method: HTTP request · Captured 2026-09-19

path / · HTTP 200 · took 44ms

Plugin active in inventoryL5.4_PLUGIN_INVENTORY_ACTIVE✓ Passed

Source: DSH runtime · Method: plugin inventory query · Captured 2026-09-19

verdict active · entries 150

match: include:usage-insights · dsh-usage-analytics · phase active

phases: active 122 · null 28

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

✓dsh 0.1.6-alpha.12026-09-17L5 · runtime verified

Environment & artifact

• Node.js: v24.14.0
• DSH: 0.1.6-alpha.1
• Plugin artifact: github · https://github.com/3361805598-gif/dsh-usage-insights#v0.2.1

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

Passed

Install + runtime smoke verified in the dsh sandbox — installs and runs

L5 · runtime verified · valid for dsh 0.1.6-alpha.1

ID: dsh-usage-insights-2@v0.2.1@dsh0.1.6-alpha.1 · profile: l4-sandbox

Issued: 2026-09-17 · expires: 2026-09-24

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 2026-10-08

DSH version declaredL3.2_DSH_VERSION_DECLARED✓ Passed

Source: registry verification · Method: DSH version declaration · Captured 2026-10-08

L4 · Install tested✓ Passed

Install executed in confined sandboxL4.1_INSTALL_EXECUTED_CONFINED✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-17

spec github:3361805598-gif/dsh-usage-insights#v0.2.1 · channel GitHub source · outcome ran · exit 0

check took: 8.0s

Install succeededL4.2_INSTALL_SUCCESS✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-17

spec github:3361805598-gif/dsh-usage-insights#v0.2.1 · channel GitHub source · outcome ran · exit 0

check took: 8.0s

Installed artifact confirmedL4.3_ARTIFACT_CONFIRMED✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-17

spec github:3361805598-gif/dsh-usage-insights#v0.2.1 · channel GitHub source · outcome ran · exit 0

check took: 8.0s

L5 · Run tested✓ Passed

active in loader tree (150 entries)

Sandbox install passedL5.1_INSTALL_PASSED_SANDBOXED✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-17

spec github:3361805598-gif/dsh-usage-insights#v0.2.1 · install mode reused L4 scratch

check took: 83ms

Web boot readyL5.2_WEB_BOOT_READY✓ Passed

Source: DSH runtime · Method: web boot · Captured 2026-09-17

ready line dsh web: http://127.0.0.1:49815/?token=…

HTTP endpoint servedL5.3_HTTP_SERVED✓ Passed

Source: DSH runtime · Method: HTTP request · Captured 2026-09-17

path / · HTTP 200 · took 83ms

Plugin active in inventoryL5.4_PLUGIN_INVENTORY_ACTIVE✓ Passed

Source: DSH runtime · Method: plugin inventory query · Captured 2026-09-17

verdict active · entries 150

match: include:usage-insights · dsh-usage-analytics · phase active

phases: active 122 · null 28

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

✓prehistory2026-10-05L5 · runtime verified

Environment & artifact

• Node.js: v24.14.0
• DSH: unknown
• Plugin artifact: github · https://github.com/3361805598-gif/dsh-usage-insights#v0.2.1

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

Passed

Install + runtime smoke verified in the dsh sandbox — installs and runs

L5 · runtime verified · valid for prehistory

ID: dsh-usage-insights-2@v0.2.1@dshunknown · profile: l4-sandbox

Issued: 2026-10-05 · expires: 2026-10-12

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 2026-10-08

DSH version declaredL3.2_DSH_VERSION_DECLARED✓ Passed

Source: registry verification · Method: DSH version declaration · Captured 2026-10-08

L4 · Install tested✓ Passed

Install executed in confined sandboxL4.1_INSTALL_EXECUTED_CONFINED✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-05

spec github:3361805598-gif/dsh-usage-insights#v0.2.1 · channel GitHub source · outcome ran · exit 0

check took: 7.7s

Install succeededL4.2_INSTALL_SUCCESS✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-05

spec github:3361805598-gif/dsh-usage-insights#v0.2.1 · channel GitHub source · outcome ran · exit 0

check took: 7.7s

Installed artifact confirmedL4.3_ARTIFACT_CONFIRMED✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-05

spec github:3361805598-gif/dsh-usage-insights#v0.2.1 · channel GitHub source · outcome ran · exit 0

check took: 7.7s

L5 · Run tested✓ Passed

active in loader tree (150 entries)

Sandbox install passedL5.1_INSTALL_PASSED_SANDBOXED✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-05

spec github:3361805598-gif/dsh-usage-insights#v0.2.1 · install mode reused L4 scratch

check took: 46ms

Web boot readyL5.2_WEB_BOOT_READY✓ Passed

Source: DSH runtime · Method: web boot · Captured 2026-10-05

ready line dsh web: http://127.0.0.1:55951/?token=…

HTTP endpoint servedL5.3_HTTP_SERVED✓ Passed

Source: DSH runtime · Method: HTTP request · Captured 2026-10-05

path / · HTTP 200 · took 46ms

Plugin active in inventoryL5.4_PLUGIN_INVENTORY_ACTIVE✓ Passed

Source: DSH runtime · Method: plugin inventory query · Captured 2026-10-05

verdict active · entries 150

match: include:usage-insights · dsh-usage-analytics · phase active

phases: active 122 · null 28

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

v0.1.1github✓ 3 runtime-verified2026-09-11

https://github.com/3361805598-gif/dsh-usage-insights

✓dsh 0.1.5-rc.22026-09-11L5 · runtime verified

Environment & artifact

• Node.js: v24.14.0
• DSH: 0.1.5-rc.2
• Plugin artifact: github · https://github.com/3361805598-gif/dsh-usage-insights#v0.1.1

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

Passed

Install + runtime smoke verified in the dsh sandbox — installs and runs

L5 · runtime verified · valid for dsh 0.1.5-rc.2

ID: dsh-usage-insights-2@v0.1.1@dsh0.1.5-rc.2 · profile: l4-sandbox

Issued: 2026-09-11 · expires: 2026-09-18

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 2026-10-08

DSH version declaredL3.2_DSH_VERSION_DECLARED✓ Passed

Source: registry verification · Method: DSH version declaration · Captured 2026-10-08

L4 · Install tested✓ Passed

Install executed in confined sandboxL4.1_INSTALL_EXECUTED_CONFINED✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-11

spec github:3361805598-gif/dsh-usage-insights#v0.1.1 · channel GitHub source · outcome ran · exit 0

check took: 9.3s

Install succeededL4.2_INSTALL_SUCCESS✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-11

spec github:3361805598-gif/dsh-usage-insights#v0.1.1 · channel GitHub source · outcome ran · exit 0

check took: 9.3s

Installed artifact confirmedL4.3_ARTIFACT_CONFIRMED✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-11

spec github:3361805598-gif/dsh-usage-insights#v0.1.1 · channel GitHub source · outcome ran · exit 0

check took: 9.3s

L5 · Run tested✓ Passed

active in loader tree (150 entries)

Sandbox install passedL5.1_INSTALL_PASSED_SANDBOXED✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-11

spec github:3361805598-gif/dsh-usage-insights#v0.1.1 · install mode reused L4 scratch

check took: 266ms

Web boot readyL5.2_WEB_BOOT_READY✓ Passed

Source: DSH runtime · Method: web boot · Captured 2026-09-11

ready line dsh web: http://127.0.0.1:60265/?token=…

HTTP endpoint servedL5.3_HTTP_SERVED✓ Passed

Source: DSH runtime · Method: HTTP request · Captured 2026-09-11

path / · HTTP 200 · took 266ms

Plugin active in inventoryL5.4_PLUGIN_INVENTORY_ACTIVE✓ Passed

Source: DSH runtime · Method: plugin inventory query · Captured 2026-09-11

verdict active · entries 150

match: include:usage-insights · dsh-usage-insights · phase active

phases: active 122 · null 28

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

✓dsh 0.1.3-alpha.22026-09-08L5 · runtime verified

Environment & artifact

• Node.js: v24.14.0
• DSH: 0.1.3-alpha.2
• Plugin artifact: github · https://github.com/3361805598-gif/dsh-usage-insights#v0.1.1

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

Passed

Install + runtime smoke verified in the dsh sandbox — installs and runs

L5 · runtime verified · valid for dsh 0.1.3-alpha.2

ID: dsh-usage-insights-2@v0.1.1@dsh0.1.3-alpha.2 · profile: l4-sandbox

Issued: 2026-09-08 · expires: 2026-09-15

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 2026-10-08

DSH version declaredL3.2_DSH_VERSION_DECLARED✓ Passed

Source: registry verification · Method: DSH version declaration · Captured 2026-10-08

L4 · Install tested✓ Passed

Install executed in confined sandboxL4.1_INSTALL_EXECUTED_CONFINED✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-08

spec github:3361805598-gif/dsh-usage-insights#v0.1.1 · channel GitHub source · outcome ran · exit 0

check took: 7.4s

Install succeededL4.2_INSTALL_SUCCESS✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-08

spec github:3361805598-gif/dsh-usage-insights#v0.1.1 · channel GitHub source · outcome ran · exit 0

check took: 7.4s

Installed artifact confirmedL4.3_ARTIFACT_CONFIRMED✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-08

spec github:3361805598-gif/dsh-usage-insights#v0.1.1 · channel GitHub source · outcome ran · exit 0

check took: 7.4s

L5 · Run tested✓ Passed

active in loader tree (150 entries)

Sandbox install passedL5.1_INSTALL_PASSED_SANDBOXED✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-08

spec github:3361805598-gif/dsh-usage-insights#v0.1.1 · install mode reused L4 scratch

check took: 100ms

Web boot readyL5.2_WEB_BOOT_READY✓ Passed

Source: DSH runtime · Method: web boot · Captured 2026-09-08

ready line dsh web: http://127.0.0.1:63153/?token=…

HTTP endpoint servedL5.3_HTTP_SERVED✓ Passed

Source: DSH runtime · Method: HTTP request · Captured 2026-09-08

path / · HTTP 200 · took 100ms

Plugin active in inventoryL5.4_PLUGIN_INVENTORY_ACTIVE✓ Passed

Source: DSH runtime · Method: plugin inventory query · Captured 2026-09-08

verdict active · entries 150

match: include:usage-insights · dsh-usage-insights · phase active

phases: active 122 · null 28

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

✓dsh 0.1.3-alpha.12026-09-07L5 · runtime verified

Environment & artifact

• Node.js: v24.14.0
• DSH: 0.1.3-alpha.1
• Plugin artifact: github · https://github.com/3361805598-gif/dsh-usage-insights#v0.1.1

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

Passed

Install + runtime smoke verified in the dsh sandbox — installs and runs

L5 · runtime verified · valid for dsh 0.1.3-alpha.1

ID: dsh-usage-insights-2@v0.1.1@dsh0.1.3-alpha.1 · profile: l3-fullscan

Issued: 2026-09-07 · expires: 2026-09-14

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 2026-10-08

DSH version declaredL3.2_DSH_VERSION_DECLARED✓ Passed

Source: registry verification · Method: DSH version declaration · Captured 2026-10-08

L4 · Install tested✓ Passed

Install executed in confined sandboxL4.1_INSTALL_EXECUTED_CONFINED✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-06

spec github:3361805598-gif/dsh-usage-insights#v0.1.1 · channel GitHub source · outcome ran · exit 0

check took: 7.7s

Install succeededL4.2_INSTALL_SUCCESS✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-06

spec github:3361805598-gif/dsh-usage-insights#v0.1.1 · channel GitHub source · outcome ran · exit 0

check took: 7.7s

Installed artifact confirmedL4.3_ARTIFACT_CONFIRMED✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-06

spec github:3361805598-gif/dsh-usage-insights#v0.1.1 · channel GitHub source · outcome ran · exit 0

check took: 7.7s

L5 · Run tested✓ Passed

active in loader tree (151 entries)

Sandbox install passedL5.1_INSTALL_PASSED_SANDBOXED✓ Passed

Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-06

spec github:3361805598-gif/dsh-usage-insights#v0.1.1 · install mode reused L4 scratch

check took: 52ms

Web boot readyL5.2_WEB_BOOT_READY✓ Passed

Source: DSH runtime · Method: web boot · Captured 2026-09-06

ready line dsh web: http://127.0.0.1:61495/?token=…

HTTP endpoint servedL5.3_HTTP_SERVED✓ Passed

Source: DSH runtime · Method: HTTP request · Captured 2026-09-06

path / · HTTP 200 · took 52ms

Plugin active in inventoryL5.4_PLUGIN_INVENTORY_ACTIVE✓ Passed

Source: DSH runtime · Method: plugin inventory query · Captured 2026-09-06

verdict active · entries 151

match: include:usage-insights · dsh-usage-insights · phase active

phases: active 123 · null 28

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

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-usage-insights-2Automated 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 versionv0.2.1dsh manifest

scanned versionv0.2.1git2026-10-08

current versionv0.2.1same version

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 (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 2026-09-06 · activity: Stable

• Repo created: 2026-09-04

• Stars: ★ 2 · Forks: 0

• Health: Stable — committed within 90 days

Source

GitHub: github.com/3361805598-gif/dsh-usage-insights

Plugin notes

What is the dsh-usage-insights DeepSeek Harness plugin?

dsh-usage-insights is a DeepSeek Harness plugin maintained by @3361805598-gif. It is cataloged on dsh.so as a Data plugin for Storage tasks, with a public GitHub source, declared install command, and automated static scan results; plugins static-flagged at warn or above also carry a model-driven dynamic security audit record.

How do I install dsh-usage-insights?

Run dsh plugin --profile web add github:3361805598-gif/dsh-usage-insights#v0.2.1 in a DeepSeek Harness (dsh) environment. This exact command has been verified by a real install inside an isolated windows-acl sandbox (L4) plus web smoke testing (L5).

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 2026-09-26

dsh-usage-insights

What it doesAI

Installation

Verification & Compatibility

Author badges

Security Report

Activity

Source

Author README