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firecrawl-research-engine

Deep technical research & verification skill for LLM agents: Firecrawl search-first, graceful degradation, anti-hallucination citations. Works with DSH / Claude Code / Codex / Cursor.

Ecosystem pluginAI ModelsDeveloperKnowledgeWeb search
Verification
L5 · Ecosystem plugin
Risk
Low
Health
Stable
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

Deep technical research and verification skill for LLM agents using Firecrawl search with anti-hallucination citations.

  • Search-first research with graceful degradation
  • Anti-hallucination citation verification
  • Works with DSH, Claude Code, Codex, Cursor
aiAIweb-searchAI

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:hecailiaoPFS/firecrawl-research-engine

security scan passed · default branch source

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

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 ＼ dshdsh 0.2.0-rc.1
current
dsh 0.1.7-rc.2dsh 0.1.7-rc.1dsh 0.1.7-alpha.2dsh 0.1.6-alpha.2
bf8907○○○○○
545b60·····
Install compatibility (by plugin version, dsh versions within)
Legend:✓ L5 runtime verified○ ecosystem plugin◼ ecosystem app✗ failed
bf8907github2026-10-05

https://github.com/hecailiaoPFS/firecrawl-research-engine

○dsh 0.2.0-rc.1current2026-09-30ecosystem plugin
Environment & artifact
  • • Node.js: v24.14.0
  • • DSH: 0.2.0-rc.1
  • • Plugin artifact: github · https://github.com/hecailiaoPFS/firecrawl-research-engine (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
Passed
L5 runtime
Unknown
Install test ran: the package installs but declares no dsh.bundle and mounts no capability — an ecosystem plugin, not a usable dsh plugin (shown as L5 · ecosystem plugin)
ecosystem plugin

ID: firecrawl-research-engine@bf8907@dsh0.2.0-rc.1 · profile: l4-sandbox

Issued: 2026-09-30 · expires: 2026-10-07

View checks & evidence
L1 · Found✓ Passed
Defaulted from L3✓ Passed
defaulted to passed — L3 install spec passed (full-registry L3 sweep policy)
L2 · Structured✓ Passed
Defaulted from L3✓ Passed
defaulted to passed — L3 install spec passed (full-registry L3 sweep policy)
L3 · Install spec✓ Passed
Install command parsed✓ Passed
Source: registry verification · Method: install spec parse · Captured 2026-09-30
DSH version declared✓ Passed
Source: registry verification · Method: DSH version declaration · Captured 2026-09-30
L4 · Install tested✓ Passed
Install executed in confined sandbox✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-30
spec github:hecailiaoPFS/firecrawl-research-engine · channel GitHub source · outcome ran · exit 0
check took: 5.0s
Install succeeded✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-30
spec github:hecailiaoPFS/firecrawl-research-engine · channel GitHub source · outcome ran · exit 0
check took: 5.0s
Installed artifact confirmed✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-30
spec github:hecailiaoPFS/firecrawl-research-engine · channel GitHub source · outcome ran · exit 0
check took: 5.0s
L5 · Run tested? Unknown

not present in web-profile loader inventory

Sandbox install passed✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-30
spec github:hecailiaoPFS/firecrawl-research-engine · install mode reused L4 scratch
check took: 376ms
Web boot ready✓ Passed
Source: DSH runtime · Method: web boot · Captured 2026-09-30
ready line dsh web: http://127.0.0.1:63233/?token=…
HTTP endpoint served✓ Passed
Source: DSH runtime · Method: HTTP request · Captured 2026-09-30
path / · HTTP 200 · took 376ms
Plugin active in inventory? Unknown
Source: DSH runtime · Method: plugin inventory query · Captured 2026-09-30
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 0.1.7-rc.22026-09-26ecosystem plugin
Environment & artifact
  • • Node.js: v24.14.0
  • • DSH: 0.1.7-rc.2
  • • Plugin artifact: github · https://github.com/hecailiaoPFS/firecrawl-research-engine (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
Passed
L5 runtime
Unknown
Install test ran: the package installs but declares no dsh.bundle and mounts no capability — an ecosystem plugin, not a usable dsh plugin (shown as L5 · ecosystem plugin)
ecosystem plugin

ID: firecrawl-research-engine@bf8907@dsh0.1.7-rc.2 · profile: l4-sandbox

Issued: 2026-09-26 · expires: 2026-10-03

View checks & evidence
L1 · Found✓ Passed
Defaulted from L3✓ Passed
defaulted to passed — L3 install spec passed (full-registry L3 sweep policy)
L2 · Structured✓ Passed
Defaulted from L3✓ Passed
defaulted to passed — L3 install spec passed (full-registry L3 sweep policy)
L3 · Install spec✓ Passed
Install command parsed✓ Passed
Source: registry verification · Method: install spec parse · Captured 2026-09-30
DSH version declared✓ Passed
Source: registry verification · Method: DSH version declaration · Captured 2026-09-30
L4 · Install tested✓ Passed
Install executed in confined sandbox✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-26
spec github:hecailiaoPFS/firecrawl-research-engine · channel GitHub source · outcome ran · exit 0
check took: 2.4s
Install succeeded✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-26
spec github:hecailiaoPFS/firecrawl-research-engine · channel GitHub source · outcome ran · exit 0
check took: 2.4s
Installed artifact confirmed✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-26
spec github:hecailiaoPFS/firecrawl-research-engine · channel GitHub source · outcome ran · exit 0
check took: 2.4s
L5 · Run tested? Unknown

not present in web-profile loader inventory

Sandbox install passed✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-26
spec github:hecailiaoPFS/firecrawl-research-engine · install mode reused L4 scratch
check took: 143ms
Web boot ready✓ Passed
Source: DSH runtime · Method: web boot · Captured 2026-09-26
ready line dsh web: http://127.0.0.1:49696/?token=…
HTTP endpoint served✓ Passed
Source: DSH runtime · Method: HTTP request · Captured 2026-09-26
path / · HTTP 200 · took 143ms
Plugin active in inventory? Unknown
Source: DSH runtime · Method: plugin inventory query · Captured 2026-09-26
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 0.1.7-rc.12026-09-23ecosystem plugin
Environment & artifact
  • • Node.js: v24.14.0
  • • DSH: 0.1.7-rc.1
  • • Plugin artifact: github · https://github.com/hecailiaoPFS/firecrawl-research-engine (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
Install test ran: the package installs but declares no dsh.bundle and mounts no capability — an ecosystem plugin, not a usable dsh plugin (shown as L5 · ecosystem plugin)
ecosystem plugin

ID: firecrawl-research-engine@bf8907@dsh0.1.7-rc.1 · profile: l4-sandbox

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

View checks & evidence
L1 · Found✓ Passed
Defaulted from L3✓ Passed
defaulted to passed — L3 install spec passed (full-registry L3 sweep policy)
L2 · Structured✓ Passed
Defaulted from L3✓ Passed
defaulted to passed — L3 install spec passed (full-registry L3 sweep policy)
L3 · Install spec✓ Passed
Install command parsed✓ Passed
Source: registry verification · Method: install spec parse · Captured 2026-09-30
DSH version declared✓ Passed
Source: registry verification · Method: DSH version declaration · Captured 2026-09-30
L4 · Install tested? Unknown
Sandbox install verdict? Unknown
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-23
spec github:hecailiaoPFS/firecrawl-research-engine · 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.

○dsh 0.1.7-alpha.22026-09-23ecosystem plugin
Environment & artifact
  • • Node.js: v24.14.0
  • • DSH: 0.1.7-alpha.2
  • • Plugin artifact: github · https://github.com/hecailiaoPFS/firecrawl-research-engine (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
Passed
L5 runtime
Unknown
Install test ran: the package installs but declares no dsh.bundle and mounts no capability — an ecosystem plugin, not a usable dsh plugin (shown as L5 · ecosystem plugin)
ecosystem plugin

ID: firecrawl-research-engine@bf8907@dsh0.1.7-alpha.2 · profile: l4-sandbox

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

View checks & evidence
L1 · Found✓ Passed
Defaulted from L3✓ Passed
defaulted to passed — L3 install spec passed (full-registry L3 sweep policy)
L2 · Structured✓ Passed
Defaulted from L3✓ Passed
defaulted to passed — L3 install spec passed (full-registry L3 sweep policy)
L3 · Install spec✓ Passed
Install command parsed✓ Passed
Source: registry verification · Method: install spec parse · Captured 2026-09-30
DSH version declared✓ Passed
Source: registry verification · Method: DSH version declaration · Captured 2026-09-30
L4 · Install tested✓ Passed
Install executed in confined sandbox✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-23
spec github:hecailiaoPFS/firecrawl-research-engine · channel GitHub source · outcome ran · exit 0
check took: 2.9s
Install succeeded✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-23
spec github:hecailiaoPFS/firecrawl-research-engine · channel GitHub source · outcome ran · exit 0
check took: 2.9s
Installed artifact confirmed✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-23
spec github:hecailiaoPFS/firecrawl-research-engine · channel GitHub source · outcome ran · exit 0
check took: 2.9s
L5 · Run tested? Unknown

not present in web-profile loader inventory

Sandbox install passed✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-23
spec github:hecailiaoPFS/firecrawl-research-engine · install mode reused L4 scratch
check took: 20ms
Web boot ready✓ Passed
Source: DSH runtime · Method: web boot · Captured 2026-09-23
ready line dsh web: http://127.0.0.1:59776/?token=…
HTTP endpoint served✓ Passed
Source: DSH runtime · Method: HTTP request · Captured 2026-09-23
path / · HTTP 200 · took 20ms
Plugin active in inventory? Unknown
Source: DSH runtime · Method: plugin inventory query · Captured 2026-09-23
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 0.1.6-alpha.22026-09-20ecosystem plugin
Environment & artifact
  • • Node.js: v24.14.0
  • • DSH: 0.1.6-alpha.2
  • • Plugin artifact: github · https://github.com/hecailiaoPFS/firecrawl-research-engine (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
Passed
L5 runtime
Unknown
Install test ran: the package installs but declares no dsh.bundle and mounts no capability — an ecosystem plugin, not a usable dsh plugin (shown as L5 · ecosystem plugin)
ecosystem plugin

ID: firecrawl-research-engine@bf8907@dsh0.1.6-alpha.2 · profile: l4-sandbox

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

View checks & evidence
L1 · Found✓ Passed
Defaulted from L3✓ Passed
defaulted to passed — L3 install spec passed (full-registry L3 sweep policy)
L2 · Structured✓ Passed
Defaulted from L3✓ Passed
defaulted to passed — L3 install spec passed (full-registry L3 sweep policy)
L3 · Install spec✓ Passed
Install command parsed✓ Passed
Source: registry verification · Method: install spec parse · Captured 2026-09-30
DSH version declared✓ Passed
Source: registry verification · Method: DSH version declaration · Captured 2026-09-30
L4 · Install tested✓ Passed
Install executed in confined sandbox✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-20
spec github:hecailiaoPFS/firecrawl-research-engine · channel GitHub source · outcome ran · exit 0
check took: 2.2s
Install succeeded✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-20
spec github:hecailiaoPFS/firecrawl-research-engine · channel GitHub source · outcome ran · exit 0
check took: 2.2s
Installed artifact confirmed✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-20
spec github:hecailiaoPFS/firecrawl-research-engine · channel GitHub source · outcome ran · exit 0
check took: 2.2s
L5 · Run tested? Unknown

not present in web-profile loader inventory

Sandbox install passed✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-20
spec github:hecailiaoPFS/firecrawl-research-engine · install mode reused L4 scratch
check took: 68ms
Web boot ready✓ Passed
Source: DSH runtime · Method: web boot · Captured 2026-09-20
ready line dsh web: http://127.0.0.1:51455/?token=…
HTTP endpoint served✓ Passed
Source: DSH runtime · Method: HTTP request · Captured 2026-09-20
path / · HTTP 200 · took 68ms
Plugin active in inventory? Unknown
Source: DSH runtime · Method: plugin inventory query · Captured 2026-09-20
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 0.1.6-alpha.12026-09-17ecosystem plugin
Environment & artifact
  • • Node.js: v24.14.0
  • • DSH: 0.1.6-alpha.1
  • • Plugin artifact: github · https://github.com/hecailiaoPFS/firecrawl-research-engine (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
Passed
L5 runtime
Unknown
Install test ran: the package installs but declares no dsh.bundle and mounts no capability — an ecosystem plugin, not a usable dsh plugin (shown as L5 · ecosystem plugin)
ecosystem plugin

ID: firecrawl-research-engine@bf8907@dsh0.1.6-alpha.1 · profile: l4-sandbox

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

View checks & evidence
L1 · Found✓ Passed
Defaulted from L3✓ Passed
defaulted to passed — L3 install spec passed (full-registry L3 sweep policy)
L2 · Structured✓ Passed
Defaulted from L3✓ Passed
defaulted to passed — L3 install spec passed (full-registry L3 sweep policy)
L3 · Install spec✓ Passed
Install command parsed✓ Passed
Source: registry verification · Method: install spec parse · Captured 2026-09-30
DSH version declared✓ Passed
Source: registry verification · Method: DSH version declaration · Captured 2026-09-30
L4 · Install tested✓ Passed
Install executed in confined sandbox✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-17
spec github:hecailiaoPFS/firecrawl-research-engine · channel GitHub source · outcome ran · exit 0
check took: 2.8s
Install succeeded✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-17
spec github:hecailiaoPFS/firecrawl-research-engine · channel GitHub source · outcome ran · exit 0
check took: 2.8s
Installed artifact confirmed✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-17
spec github:hecailiaoPFS/firecrawl-research-engine · channel GitHub source · outcome ran · exit 0
check took: 2.8s
L5 · Run tested? Unknown

not present in web-profile loader inventory

Sandbox install passed✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-17
spec github:hecailiaoPFS/firecrawl-research-engine · install mode reused L4 scratch
check took: 45ms
Web boot ready✓ Passed
Source: DSH runtime · Method: web boot · Captured 2026-09-17
ready line dsh web: http://127.0.0.1:62387/?token=…
HTTP endpoint served✓ Passed
Source: DSH runtime · Method: HTTP request · Captured 2026-09-17
path / · HTTP 200 · took 45ms
Plugin active in inventory? Unknown
Source: DSH runtime · Method: plugin inventory query · Captured 2026-09-17
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 0.1.5-rc.22026-09-12ecosystem plugin
Environment & artifact
  • • Node.js: v24.14.0
  • • DSH: 0.1.5-rc.2
  • • Plugin artifact: github · https://github.com/hecailiaoPFS/firecrawl-research-engine (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
Passed
L5 runtime
Unknown
Install test ran: the package installs but declares no dsh.bundle and mounts no capability — an ecosystem plugin, not a usable dsh plugin (shown as L5 · ecosystem plugin)
ecosystem plugin

ID: firecrawl-research-engine@bf8907@dsh0.1.5-rc.2 · profile: l4-sandbox

Issued: 2026-09-12 · expires: 2026-09-19

View checks & evidence
L1 · Found✓ Passed
Defaulted from L3✓ Passed
defaulted to passed — L3 install spec passed (full-registry L3 sweep policy)
L2 · Structured✓ Passed
Defaulted from L3✓ Passed
defaulted to passed — L3 install spec passed (full-registry L3 sweep policy)
L3 · Install spec✓ Passed
Install command parsed✓ Passed
Source: registry verification · Method: install spec parse · Captured 2026-09-30
DSH version declared✓ Passed
Source: registry verification · Method: DSH version declaration · Captured 2026-09-30
L4 · Install tested✓ Passed
Install executed in confined sandbox✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-12
spec github:hecailiaoPFS/firecrawl-research-engine · channel GitHub source · outcome ran · exit 0
check took: 3.4s
Install succeeded✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-12
spec github:hecailiaoPFS/firecrawl-research-engine · channel GitHub source · outcome ran · exit 0
check took: 3.4s
Installed artifact confirmed✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-12
spec github:hecailiaoPFS/firecrawl-research-engine · channel GitHub source · outcome ran · exit 0
check took: 3.4s
L5 · Run tested? Unknown

not present in web-profile loader inventory

Sandbox install passed✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-12
spec github:hecailiaoPFS/firecrawl-research-engine · install mode reused L4 scratch
check took: 15ms
Web boot ready✓ Passed
Source: DSH runtime · Method: web boot · Captured 2026-09-12
ready line dsh web: http://127.0.0.1:63594/?token=…
HTTP endpoint served✓ Passed
Source: DSH runtime · Method: HTTP request · Captured 2026-09-12
path / · HTTP 200 · took 15ms
Plugin active in inventory? Unknown
Source: DSH runtime · Method: plugin inventory query · Captured 2026-09-12
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 0.1.3-alpha.22026-09-10ecosystem plugin
Environment & artifact
  • • Node.js: v24.14.0
  • • DSH: 0.1.3-alpha.2
  • • Plugin artifact: github · https://github.com/hecailiaoPFS/firecrawl-research-engine (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
Passed
L5 runtime
Unknown
Install test ran: the package installs but declares no dsh.bundle and mounts no capability — an ecosystem plugin, not a usable dsh plugin (shown as L5 · ecosystem plugin)
ecosystem plugin

ID: firecrawl-research-engine@bf8907@dsh0.1.3-alpha.2 · profile: l3-fullscan

Issued: 2026-09-10 · expires: 2026-09-17

View checks & evidence
L1 · Found✓ Passed
Defaulted from L3✓ Passed
defaulted to passed — L3 install spec passed (full-registry L3 sweep policy)
L2 · Structured✓ Passed
Defaulted from L3✓ Passed
defaulted to passed — L3 install spec passed (full-registry L3 sweep policy)
L3 · Install spec✓ Passed
Install command parsed✓ Passed
Source: registry verification · Method: install spec parse · Captured 2026-09-30
DSH version declared✓ Passed
Source: registry verification · Method: DSH version declaration · Captured 2026-09-30
L4 · Install tested✓ Passed
Install executed in confined sandbox✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-08
spec github:hecailiaoPFS/firecrawl-research-engine · channel GitHub source · outcome ran · exit 0
check took: 2.3s
Install succeeded✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-08
spec github:hecailiaoPFS/firecrawl-research-engine · channel GitHub source · outcome ran · exit 0
check took: 2.3s
Installed artifact confirmed✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-08
spec github:hecailiaoPFS/firecrawl-research-engine · channel GitHub source · outcome ran · exit 0
check took: 2.3s
L5 · Run tested? Unknown

not present in web-profile loader inventory

Sandbox install passed✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-08
spec github:hecailiaoPFS/firecrawl-research-engine · install mode reused L4 scratch
check took: 51ms
Web boot ready✓ Passed
Source: DSH runtime · Method: web boot · Captured 2026-09-08
ready line dsh web: http://127.0.0.1:65184/?token=…
HTTP endpoint served✓ Passed
Source: DSH runtime · Method: HTTP request · Captured 2026-09-08
path / · HTTP 200 · took 51ms
Plugin active in inventory? Unknown
Source: DSH runtime · Method: plugin inventory query · Captured 2026-09-08
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 0.1.3-alpha.12026-09-07ecosystem plugin
Environment & artifact
  • • Node.js: v24.14.0
  • • DSH: 0.1.3-alpha.1
  • • Plugin artifact: github · https://github.com/hecailiaoPFS/firecrawl-research-engine (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
Passed
L5 runtime
Unknown
Install test ran: the package installs but declares no dsh.bundle and mounts no capability — an ecosystem plugin, not a usable dsh plugin (shown as L5 · ecosystem plugin)
ecosystem plugin

ID: firecrawl-research-engine@bf8907@dsh0.1.3-alpha.1 · profile: l4-sandbox

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

View checks & evidence
L1 · Found✓ Passed
Defaulted from L3✓ Passed
defaulted to passed — L3 install spec passed (full-registry L3 sweep policy)
L2 · Structured✓ Passed
Defaulted from L3✓ Passed
defaulted to passed — L3 install spec passed (full-registry L3 sweep policy)
L3 · Install spec✓ Passed
Install command parsed✓ Passed
Source: registry verification · Method: install spec parse · Captured 2026-09-30
DSH version declared✓ Passed
Source: registry verification · Method: DSH version declaration · Captured 2026-09-30
L4 · Install tested✓ Passed
Install executed in confined sandbox✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-07
spec github:hecailiaoPFS/firecrawl-research-engine · channel GitHub source · outcome ran · exit 0
check took: 2.0s
Install succeeded✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-07
spec github:hecailiaoPFS/firecrawl-research-engine · channel GitHub source · outcome ran · exit 0
check took: 2.0s
Installed artifact confirmed✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-07
spec github:hecailiaoPFS/firecrawl-research-engine · channel GitHub source · outcome ran · exit 0
check took: 2.0s
L5 · Run tested? Unknown

not present in web-profile loader inventory

Sandbox install passed✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-07
spec github:hecailiaoPFS/firecrawl-research-engine · install mode reused L4 scratch
check took: 92ms
Web boot ready✓ Passed
Source: DSH runtime · Method: web boot · Captured 2026-09-07
ready line dsh web: http://127.0.0.1:59415/?token=…
HTTP endpoint served✓ Passed
Source: DSH runtime · Method: HTTP request · Captured 2026-09-07
path / · HTTP 200 · took 92ms
Plugin active in inventory? Unknown
Source: DSH runtime · Method: plugin inventory query · Captured 2026-09-07
verdict not-found · entries 150
phases: active 122 · 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.

○prehistory2026-10-05ecosystem plugin
Environment & artifact
  • • Node.js: v24.14.0
  • • DSH: unknown
  • • Plugin artifact: github · https://github.com/hecailiaoPFS/firecrawl-research-engine (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
Passed
L5 runtime
Unknown
Install test ran: the package installs but declares no dsh.bundle and mounts no capability — an ecosystem plugin, not a usable dsh plugin (shown as L5 · ecosystem plugin)
ecosystem plugin

ID: firecrawl-research-engine@bf8907@dshunknown · profile: l4-sandbox

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

View checks & evidence
L1 · Found✓ Passed
Defaulted from L3✓ Passed
defaulted to passed — L3 install spec passed (full-registry L3 sweep policy)
L2 · Structured✓ Passed
Defaulted from L3✓ Passed
defaulted to passed — L3 install spec passed (full-registry L3 sweep policy)
L3 · Install spec✓ Passed
Install command parsed✓ Passed
Source: registry verification · Method: install spec parse · Captured 2026-09-30
DSH version declared✓ Passed
Source: registry verification · Method: DSH version declaration · Captured 2026-09-30
L4 · Install tested✓ Passed
Install executed in confined sandbox✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-05
spec github:hecailiaoPFS/firecrawl-research-engine · channel GitHub source · outcome ran · exit 0
check took: 4.1s
Install succeeded✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-05
spec github:hecailiaoPFS/firecrawl-research-engine · channel GitHub source · outcome ran · exit 0
check took: 4.1s
Installed artifact confirmed✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-05
spec github:hecailiaoPFS/firecrawl-research-engine · channel GitHub source · outcome ran · exit 0
check took: 4.1s
L5 · Run tested? Unknown

not present in web-profile loader inventory

Sandbox install passed✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-05
spec github:hecailiaoPFS/firecrawl-research-engine · install mode reused L4 scratch
check took: 350ms
Web boot ready✓ Passed
Source: DSH runtime · Method: web boot · Captured 2026-10-05
ready line dsh web: http://127.0.0.1:50215/?token=…
HTTP endpoint served✓ Passed
Source: DSH runtime · Method: HTTP request · Captured 2026-10-05
path / · HTTP 200 · took 350ms
Plugin active in inventory? Unknown
Source: DSH runtime · Method: plugin inventory query · Captured 2026-10-05
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.

545b60github2026-09-04

github:hecailiaoPFS/firecrawl-research-engine

○dsh 0.1.2-rc.12026-09-04ecosystem plugin
Environment & artifact
  • • Node.js: v24.14.0
  • • DSH: 0.1.2-rc.1
  • • Plugin artifact: github · github:hecailiaoPFS/firecrawl-research-engine#545b60
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
Install test ran: the package installs but declares no dsh.bundle and mounts no capability — an ecosystem plugin, not a usable dsh plugin (shown as L5 · ecosystem plugin)
ecosystem plugin

ID: firecrawl-research-engine@545b60@dsh0.1.2-rc.1 · profile: l5-web-smoke

Issued: 2026-09-04 · expires: 2026-12-03

View checks & evidence
L1 · Found✓ Passed
Defaulted from L3✓ Passed
defaulted to passed — L3 install spec passed (full-registry L3 sweep policy)
L2 · Structured✓ Passed
Defaulted from L3✓ Passed
defaulted to passed — L3 install spec passed (full-registry L3 sweep policy)
L3 · Install spec✓ Passed
Install command parsed✓ Passed
Source: registry verification · Method: install spec parse · Captured 2026-09-30
DSH version declared✓ Passed
Source: registry verification · Method: DSH version declaration · Captured 2026-09-30
L4 · Install tested✓ Passed
Install succeeded✓ Passed
L5 · Run tested? Unknown

ecosystem plugin: no dsh.bundle declaration

Sandbox install passed✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-04
spec github:hecailiaoPFS/firecrawl-research-engine · install mode reused L4 scratch
check took: 29ms
Web boot ready✓ Passed
Source: DSH runtime · Method: web boot · Captured 2026-09-04
ready line dsh web: http://127.0.0.1:50686/?token=…
HTTP endpoint served✓ Passed
Source: DSH runtime · Method: HTTP request · Captured 2026-09-04
path / · HTTP 200 · took 29ms
Plugin active in inventory? Unknown
Source: DSH runtime · Method: plugin inventory query · Captured 2026-09-04
verdict not-found · entries 149
phases: active 121 · null 28
ecosystem plugin: installed, but declares no dsh.bundle — not mounted as a plugin (shown as L5 · ecosystem plugin)

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

○dsh 0.1.2-alpha.12026-09-02ecosystem plugin
Environment & artifact
  • • Node.js: v24.14.0
  • • DSH: 0.1.2-alpha.1
  • • Plugin artifact: artifact unstated (historical)
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
Install test ran: the package installs but declares no dsh.bundle and mounts no capability — an ecosystem plugin, not a usable dsh plugin (shown as L5 · ecosystem plugin)
ecosystem plugin

ID: firecrawl-research-engine@545b60@dsh0.1.2-alpha.1 · profile: l5-web-smoke

Issued: 2026-09-02 · expires: 2026-12-01

View checks & evidence
L1 · Found✓ Passed
Defaulted from L3✓ Passed
defaulted to passed — L3 install spec passed (full-registry L3 sweep policy)
L2 · Structured✓ Passed
Defaulted from L3✓ Passed
defaulted to passed — L3 install spec passed (full-registry L3 sweep policy)
L3 · Install spec✓ Passed
Install command parsed✓ Passed
Source: registry verification · Method: install spec parse · Captured 2026-09-30
DSH version declared✓ Passed
Source: registry verification · Method: DSH version declaration · Captured 2026-09-30
L4 · Install tested✓ Passed
Install succeeded✓ Passed
L5 · Run tested? Unknown

ecosystem plugin: no dsh.bundle declaration

Sandbox install passed✓ Passed
check took: 98ms
Web boot ready✓ Passed
Source: DSH runtime · Method: web boot · Captured 2026-09-02
ready line dsh web: http://127.0.0.1:49902/?token=…
HTTP endpoint served✓ Passed
Source: DSH runtime · Method: HTTP request · Captured 2026-09-02
path / · HTTP 200 · took 98ms
Plugin active in inventory? Unknown
Source: DSH runtime · Method: plugin inventory query · Captured 2026-09-02
verdict not-found · entries 148
phases: active 121 · null 27
ecosystem plugin: installed, but declares no dsh.bundle — not mounted as a plugin (shown as L5 · ecosystem plugin)

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:

dsh.so risk
`[![dsh.so risk](https://www.dsh.so/badge/firecrawl-research-engine.svg)](https://www.dsh.so/artifact/firecrawl-research-engine/)`

Security Report

Automated static scan, not manual review.

DSH.SO VETPASSED2e3f63
Security reviewAutomated review · daily
PASSED

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

0 critical·0 high·0 medium
Version binding
plugin version—
scanned version2e3f63ec64dfgit2026-10-07
current version2e3f63ec64dfsame version
vet verdictclean · git

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 2026-08-31 · activity: Stable

• Repo created: 2026-08-24

• Stars: ★ 0 · Forks: 0

• Health: Stable — committed within 90 days

Source

GitHub: github.com/hecailiaoPFS/firecrawl-research-engine

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