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consensus-pipeline

Multi-agent department framework for long-form complex tasks, fighting AI hallucination, validated on academic research. 共识管线：多智能体部门长线任务解决框架，对抗AI幻觉，以学术研究为验证场景。

PluginAI ModelsDeveloperAutomation
Verification
L4 · Install tested
Passed
Risk
Low
Health
Active
Trust
Silver

What it doesAI

Multi-agent framework for long-form complex tasks that reduces AI hallucination, validated for academic research.

  • Multi-agent department structure
  • Reduces AI hallucination
  • Validated on academic research

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

Installation

dsh plugin --profile web add github:fangqian616/consensus-pipeline#v0.12.18

security scan passed · source release v0.12.18

Install method: GitHub · sandbox install verified (L4) · web smoke unconfirmed (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 ＼ dshdsh 0.1.3-alpha.2
current
v0.12.18○

✓ = L5 runtime verified · ◐ = L4 testing (install passed · L5 runtime pending) · ○ not a dsh plugin (nothing mounts) · ✗ failed · · untested (never assumed compatible)

Install compatibility (by plugin version, dsh versions within)
Legend:✓ L5 runtime verified◐ L4 testing · install passed○ no plugin features✗ failed
v0.12.18github2026-09-09

https://github.com/fangqian616/consensus-pipeline

○dsh 0.1.3-alpha.2current2026-09-09no plugin features
Environment & artifact
  • • Node.js: v24.14.0
  • • DSH: 0.1.3-alpha.2
  • • Plugin artifact: github · https://github.com/fangqian616/consensus-pipeline#v0.12.18
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 ordinary npm dependency without plugin features
no plugin features

ID: consensus-pipeline@v0.12.18@dsh0.1.3-alpha.2 · profile: l4-sandbox

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

View checks & evidence
L1 · Found✓ Passed
L2 · Structured✓ Passed
L3 · Install spec✓ Passed
L4 · Install tested✓ Passed
Install executed in confined sandbox✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-09
spec github:fangqian616/consensus-pipeline#v0.12.18 · channel GitHub source · outcome ran · exit 0
check took: 2.3s
Install succeeded✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-09
spec github:fangqian616/consensus-pipeline#v0.12.18 · channel GitHub source · outcome ran · exit 0
check took: 2.3s
Installed artifact confirmed✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-09-09
spec github:fangqian616/consensus-pipeline#v0.12.18 · 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 2026-09-09
spec github:fangqian616/consensus-pipeline#v0.12.18 · install mode reused L4 scratch
check took: 61ms
Web boot ready✓ Passed
Source: DSH runtime · Method: web boot · Captured 2026-09-09
ready line dsh web: http://127.0.0.1:61016/?token=…
HTTP endpoint served✓ Passed
Source: DSH runtime · Method: HTTP request · Captured 2026-09-09
path / · HTTP 200 · took 61ms
Plugin active in inventory? Unknown
Source: DSH runtime · Method: plugin inventory query · Captured 2026-09-09
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:

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

Security Report

Automated static scan, not manual review.

DSH.SO VETPASSED303ede
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 versionv0.12.18git2026-09-10
current versionv0.12.18same 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 2026-09-05 · activity: Active

• Repo created: 2026-09-08

• Stars: ★ 121 · Forks: 13

• Health: Active — committed within last 30 days

Source

GitHub: github.com/fangqian616/consensus-pipeline

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