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knowledge-base-and-research-ops

knowledge-base-and-research-ops is a plugin for Claude Code from tiangong-ai/skills. Its manifest loads nothing; the 19 skills it bundles cost 1,462 tokens per session together, scanned A, original, MIT.

A collection of tools for building and maintaining knowledge bases from documents, research literature, datasets, and notebooks.

In plain words
What is it for?
Use it to search courses, textbooks, papers, reports, patents, and scientific data; upload documents, fetch abstracts and metadata, and break documents into smaller parts. It also supports automated research workflows and notebook operations.
Why use it?
It reduces the manual work of collecting sources, extracting text, filling in missing metadata, and finding stored information.

Plugin for Claude Code

Written for Claude Code: a Claude Code plugin manifest.

not rated 9repo 1mo ago A scan tokens not measured original MIT

Good fit Use it to search courses, textbooks, papers, reports, patents, and scientific data; upload documents, fetch abstracts and metadata, and break documents into smaller parts. It also supports automated research workflows and notebook operations.

Compare 6 plugins from other repositories ↓
Install in Claude Code
/plugin marketplace add tiangong-ai/skills
/plugin install knowledge-base-and-research-ops
View source ↗ tiangong-ai/skills
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/tiangong-ai/skills

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for knowledge-base-and-research-ops

README.md
[![agentmods](https://agentmods.dev/badge/plugins/tiangong-ai/skills/knowledge-base-and-research-ops/github.svg)](https://agentmods.dev/plugins/tiangong-ai/skills/knowledge-base-and-research-ops)
Your own site
<a href="https://agentmods.dev/plugins/tiangong-ai/skills/knowledge-base-and-research-ops"><img src="https://agentmods.dev/badge/plugins/tiangong-ai/skills/knowledge-base-and-research-ops/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for knowledge-base-and-research-ops

Your own site · 80×15
<a href="https://agentmods.dev/plugins/tiangong-ai/skills/knowledge-base-and-research-ops"><img src="https://agentmods.dev/badge/plugins/tiangong-ai/skills/knowledge-base-and-research-ops.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session not measured What this adds to a session before it is invoked.
When invoked not measured The manifest loads nothing itself; its 19 skills cost 1,462 tokens a session between them.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Security

Grade A, and why

knowledge-base-and-research-ops scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.claude-plugin/marketplace.json#knowledge-base-and-research-ops · 27 lines

What it actually says

{
  "name": "knowledge-base-and-research-ops",
  "description": "Knowledge-base, literature, document parsing, and research workflow skills for ingestion, retrieval, metadata backfill, and notebook operations.",
  "source": "./",
  "strict": false,
  "skills": [
    "./dify-knowledge-base-search",
    "./dify-knowledge-base-upload",
    "./tiangong-kb-course-search",
    "./tiangong-kb-course-fulltext-fetch",
    "./tiangong-kb-edu-search",
    "./tiangong-kb-textbook-search",
    "./tiangong-kb-sci-search",
    "./tiangong-kb-report-search",
    "./tiangong-kb-patent-search",
    "./tiangong-auto-research",
    "./tiangong-auto-research-workbuddy",
    "./fetch-meta-to-kb",
    "./fetch-meta-from-kb",
    "./fetch-abstract-to-kb",
    "./document-granular-decompose",
    "./notebooklm-Invoke",
    "./figshare-data-download",
    "./domain-onboarding",
    "./tsinghua-graduate-thesis"
  ]
}
Contents

What it installs

The manifest is a name and a version. 19 skills travel with it, and installing the plugin installs all of them — 1,462 tokens a session between them. Each is measured on its own page, and each can be installed alone.

Files

What ships with it

1 file beside marketplace.json#knowledge-base-and-research-ops in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2mo ago First seen · 27 lines scan A fa5badda3793

Subscribe to this mod's changes

knowledge-base-and-research-ops is a plugin published in the GitHub repository tiangong-ai/skills (9 stars, last pushed 1mo ago), licensed MIT. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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Related

knowledge-base-and-research-ops compared with plugins from other repositories

knowledge-base-and-research-ops next to 6 plugins from other repositories
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knowledge-base-and-research-opstiangong-ai/skillsPlugin91mo agoMITA—Claude Code
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dokumentymatematicsolutions/awesome-matematic-skills-plPlugin86d agoMITA—Claude Code
obsidian-literatureluffysolution-svg/obsidian-vault-mcpPlugin953mo agoMITA—Claude Code
docs-generatorqte77/claude-code-pluginsPlugin3todayApache-2.0A—Claude Code
repo-to-contentdanielrosehill/Claude-Repo-To-Content-PluginPlugin15d agoMITA—Claude Code