DeepSeek Harness 插件

litkit-search

DeepSeek Harness (dsh) plugin adapter for litkit — academic literature search, citation audit, and download tools. Root npm package of the polyglot litkit-search monorepo, so `dsh plugin add(英文原文)

跳到安装方式

来源信息

GitHub 仓库
bpc-oss/litkit-search
最近更新
2026年8月20日
分类
文档与渲染
GitHub stars
0
载体类型
plugin
目录证据
上游声明已找到 dsh.bundle
证据路径
package.json#dsh.bundle
核对版本
0.1.0-rc.8
上游核对日期
2026-08-20

该证据由上游目录提供。本站没有安装、运行或安全审核这个插件。

安装

默认先复制一段 Prompt,让 Agent 读 GitHub 仓库和源码;需要自己装时再切到命令。

复制这段 Prompt,发给 DSH、Codex 或其他 Agent,让它先读 GitHub 仓库和源码。

请先不要安装或执行任何命令。阅读这个插件的 GitHub 仓库、README 和关键源码,然后用清楚、直接的方式回答以下问题,帮助我判断它是否适合我的需求:

1. 这个插件是什么,解决什么问题;
2. 适合哪些用户和典型使用场景;
3. 安装后如何使用,并给出一个最小使用示例;
4. 有哪些已知限制,以及隐私、安全、兼容性或维护风险;
5. 给出“推荐 / 有条件推荐 / 不推荐”的明确建议和理由。

请区分仓库明确说明、根据源码推断和未知信息。证据不足时请明确说明,不要猜测或照抄 README。

GitHub:https://github.com/bpc-oss/litkit-search
插件名:litkit-search
作者:bpc-oss

检查来源文件

安装前先看这个插件目录里的 README 和其他文件。

文件资源管理器3 个文件
README.md来源说明 · 只读预览

litkit-dsh — Unified Academic Literature Search Toolkit

![Python](https://www.python.org/) ![License: MIT](LICENSE) ![GitHub release](https://github.com/bpc-oss/litkit-search/releases) ![CI](https://github.com/bpc-oss/litkit-search/actions)

Search, download, verify, and export scholarly literature from 25+ sources with one CLI. Bulk retrieval with deduplication, citation audit for manuscripts, a multi-strategy PDF download chain, and agent-client integrations (MCP + DSH).

> Distributed on GitHub as litkit-search — import name and CLI stay > litkit-dsh. PyPI publishing is planned.

---

Features

  • 25 academic sources — arXiv, PubMed, Crossref, Semantic Scholar, OpenAlex,

DBLP, IEEE Xplore, Scopus, Web of Science, SSRN, bioRxiv, ChemRxiv, Zenodo, DOAJ, Scite, OpenCitations, ACM, BASE, CORE, Dimensions, Lens, Springer, ORCID, and more. Most work out of the box with zero API keys.

  • Bulk retrieval with deduplication and ranked results.
  • Citation audit (litkit-dsh verify) — check a manuscript's (docx/pdf)

references against the sources.

  • PDF download chain — open-access first, then institutional access, then

browser-assisted and shadow-library fallbacks (see [Legal notice](#legal-notice)).

  • Export to BibTeX / RIS / JSON.
  • Workflowstopic-search, deep-search, bulk-review.
  • Chinese literature search (zh-search).
  • Agent-ready — MCP server for any agent client, plus a DeepSeek Harness

(dsh) plugin adapter.

Quick start

# 1. Install (Python >= 3.11) — GitHub-only distribution (PyPI planned)
pip install "litkit-search @ git+https://github.com/bpc-oss/litkit-search.git"
# or from source: git clone https://github.com/bpc-oss/litkit-search && pip install .

# 2. (Optional) Configure API keys — most sources need none
litkit-dsh sync-keys                   # interactive: point to a keys file

# 3. Search
litkit-dsh search "deep learning drug discovery" --limit 20 --export ris

# 4. Run a citation audit on a manuscript
litkit-dsh verify paper.docx -o report/

# 5. Check your environment
litkit-dsh doctor

See [docs/install.md](docs/install.md) for platform-specific guides (Windows / macOS / Linux) and [docs/configuration.md](docs/configuration.md) for the full configuration reference.

Configuration

  • Zero-key default: arXiv, PubMed, Crossref, Semantic Scholar, OpenAlex,

DBLP, DOAJ, Zenodo, bioRxiv and most other sources work without keys.

  • Optional keys (enable higher rate limits / richer metadata): Scopus, WoS,

OpenAlex, Semantic Scholar, PubMed — configure via litkit-dsh sync-keys or a .env file (copy .env.example and fill in).

  • Institutional access: set INSTITUTIONAL_PROXY / INSTITUTIONAL_DIRECT

in .env to use your university's EZProxy or on-campus/VPN access for publisher PDFs. You are responsible for using only access you are entitled to.

  • Chinese literature (zh-search): requires institutional library access

(e.g. SZU library); see [docs/configuration.md](docs/configuration.md).

CLI overview

CommandPurpose
litkit-dsh searchMulti-source search with dedup
litkit-dsh downloadSearch + download PDFs
litkit-dsh download-supplDownload supplementary materials
litkit-dsh verifyCheck references in a manuscript
litkit-dsh workflow citation-auditCitation audit workflow
litkit-dsh workflow bulk-reviewBulk review by topic
litkit-dsh topic-search / deep-searchResearch expansion
litkit-dsh zh-searchChinese literature search
litkit-dsh sourcesList all 25 sources + status
litkit-dsh exportExport results (BibTeX/RIS/JSON; conversion in progress)
litkit-dsh doctorEnvironment self-check

Agent integration

litkit-dsh speaks MCP, so any MCP-capable agent client can use it:

  • MCP server (litkit-mcp): works with Claude Desktop, Codex, Cursor,

OpenCode, DeepSeek Harness, and others. See [docs/mcp.md](docs/mcp.md).

  • DeepSeek Harness plugin: install the Cordis adapter into any dsh profile.

See [docs/dsh-plugin.md](docs/dsh-plugin.md).

# dsh install (GitHub-only distribution):
dsh plugin --profile web add github:bpc-oss/litkit-search

Legal notice

This project includes download strategies that may access paywalled content:

  • Institutional access: uses your own university credentials/VPN. Only use

access you are entitled to, and respect your institution's terms.

  • Shadow-library fallbacks (Sci-Hub / LibGen / Anna's Archive): included as

a declared, optional download path. Availability varies by network, and accessing paywalled content this way may violate publisher terms or local law in your jurisdiction. Use at your own risk; the maintainers assume no liability. These paths are only engaged as a last-resort fallback and can be disabled via configuration.

Roadmap

  • Full BibTeX/RIS export conversion (litkit-dsh export).
  • More sources and per-source rate-limit tuning.
  • Additional agent adapters and MCP resource/prompt endpoints.
  • Lazily-loaded/opt-in DNS resolution for shadow-library domains.

Contributing

See [CONTRIBUTING.md](CONTRIBUTING.md). Adding a new source? Follow the conventions in [src/litkit-dsh/sources/](src/litkit-dsh/sources/) — each source is a self-contained module registered in the source registry.

License

[MIT](LICENSE) © 2026 bpshil. Changelog: [CHANGELOG.md](CHANGELOG.md).