dshpluginsdshplugins.cc

JimChen-g/dsh-frontier-repro

Clusters arXiv, first-party lab, official artifact, hardware-vendor, and opt-in X signals into versioned release evidence bundles, then gates claim-level reproduction on commands, artifacts, metrics, and verifiers.

workflowLicense MITJavaScript
66Health score

About this plugin

This is not another generic news reader, arXiv search engine, or paper summarizer. It covers the missing path from a curated primary-source signal to a versioned release evidence bundle and then to an auditable reproduction decision. Executed attempts are retained—including failures and negative results—and a successful exact/scaled claim requires commands, artifacts, measured claim results, and independent verifier evidence.

Keywords
ai-agentsai-researcharxivdeepseek-harnessdsh-pluginreproducibility
Install · dsh CLI
npm$ dsh plugin --profile web add dsh-frontier-repro
github$ dsh plugin --profile web add github:jimchen-g/dsh-frontier-repro

Health breakdown

66 / 100
License25 / 25
Repo verified15 / 15
Documentation15 / 15
Adoption · stars2 / 20
Community · forks0 / 10
Distribution · downloads9 / 15

Score reflects license, community signals, documentation and distribution. It is not a code audit — review the source before installing.

Security

LicenseMIT ✓
Risk disclosurepartial — review the source
Network callsnone
Credentialsno
Manifestdeclared

Key metrics

Downloads / mo771
Star trend1
↓ 6%past week
Stars
1
Forks
0
Listed
Aug 18, 2026
Last updated
Oct 1, 2026

Related

Related plugins

MichengAI/dsh-automation80

DSH Automation is a community-maintained DeepSeek Harness (DSH) plugin, not an official DeepSeek AI product.

118.8k 20
NanmiCoder/dsh-agent-teams100

dsh-agent-teams turns the current DeepSeek Harness session into a captain that can assemble durable sub-agents, split a goal into dependency-aware tasks, and coordinate work through direct messages.

58.8k 1.9k
zuoyunlai/lunheng-article-pipeline-dsh75

DeepSeek Harness bundle registering one skill that turns long-form production (academic papers, industry analysis, business commentary) into a 9-role pipeline: T1 literature / T2 data / T3 case scouts running in parallel, T4 analyst, T5 writer, T6 critical companion, T7 auditor, T8 finalizer run by the coordinator, T9 peer reviewer — across 6 phases with triangular evidence verification, a 23-check M-gate, a G0-G14 audit including a Chinese AI-trace gate, peer-review scoring with journal matching, and 4 human checkpoints. Installs with `dsh plugin add lunheng-article-pipeline` (package.json#dsh.bundle.patch plus a lib/index.js entry that registers the skill); ships role cards for T1-T9, templates and 11 zero-dependency verification scripts, with five-language READMEs.

22.4k 7
shanliuling/dsh-image-gen91

Native conversational image generation for DeepSeek Harness: ask the agent to create an image, and it handles generation and keeps the result directly in the conversation.

14.8k 538
ChongCyrus/Vibe-Mathematics75

Installs four multi-agent math-research presets for DSH: v2 (probability-driven pipeline with multi-verifier debate), v3 (paper-style Markdown knowledge base with a planner agent and a reusable method library), v4 (persistent self-organizing residents that message and meet), and v5 (a research institute with an academician who decomposes and assigns work, voting researchers, temp workers, group chat and a compare-and-set task board); all four support checkpoint resume, human intervention, and an optional Lean formal-verification switch (off/encourage/require) whose passing proof turns the vote into a fidelity check of the Lean statements.

9.7k 34
GooDAnDReaDY/dsh-cron77

Automated Cron Scheduling, Background Automation & Agent Execution Engine for DeepSeek Harness

9.6k 5