dsh-research-autoresearch

AutoResearch 科研协议 DSH 全家桶插件：arXiv recall + LQS 评分 + 状态持久化 + 停滞红绿灯 + 五人格中位数评审 + 可视化总控台卡片。灵感：Deli Chen "From Draft to Strong-Accept: How a Self-Play Survey Hit 8.6"。

PluginAI ModelsKnowledgeGameStorageWeb searchMemory

Verification

L2 · Structured

Risk

Pending

Health

Active

Trust

Bronze

What it doesAI

AI research automation for arXiv search, scoring, peer review, and visual monitoring.

Automated arXiv recall and LQS scoring
Persistent state with stagnation detection
Five-personality peer review and console cards

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

Installation

dsh plugin --profile web add github:yuan-source-666/dsh-research-autoresearch

Install method: GitHub · no verification record (L1-L5)

Compatibility

DSH Version	Status
not stated	no verification record

Requirements

• Node.js: not stated
• DSH: not stated
• External credentials: none detected

Author badges

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

Security Report

Automated static scan, not manual review.

DSH.SO AUDITNOT SCANNED9dcd89

Security reviewAutomated review · daily

NOT SCANNED

No security scan record for this plugin yet. Newly indexed plugins are scanned by the daily pipeline.

0 critical·0 warning·0 info·— files scanned

Version binding

plugin version—

scanned commit—

latest commit9dcd8970f2ae

The scan result is valid for the scanned commit. New commits within 7 days are tolerated (the rating still counts); after 7 days without a rescan the badge shows outdated.

Disclaimer: automated static analysis, not a security guarantee. Always review what you install.

Risk details

• Static heuristic scan: pending

• Dependency vulnerabilities: —

• Hardcoded secrets: —

• Supply chain risks: —

⚠ Static scan not run yet — results will appear here.

Activity

Last commit 2026-08-27 · activity: Active

• Repo created: 2026-08-28

• Stars: ★ 1 · Forks: 0

• Health: Active — committed within last 30 days

Source

GitHub: github.com/yuan-source-666/dsh-research-autoresearch

Plugin notes

What is the dsh-research-autoresearch DeepSeek Harness plugin?

dsh-research-autoresearch is a DeepSeek Harness plugin maintained by @yuan-source-666. It is cataloged on dsh.so as a AI Models plugin for Web search tasks, with a public GitHub source, declared install command, and automated static security scan.

How do I install dsh-research-autoresearch?

Run dsh plugin --profile web add github:yuan-source-666/dsh-research-autoresearch in a DeepSeek Harness (dsh) environment. The command is parsed from the plugin manifest, but it has not yet been tested in an isolated sandbox at the L3+ level.

Is the security scan on this page a manual audit?

No. The scan is an automated heuristic review of the repository source and can produce false positives. It is not a manual security audit and never an endorsement; review the repository and installed permissions before using the plugin.

"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 2026-08-28