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Knowledge work plugins for Claude — DuckDB-First architecture, zero MCP servers, CLI-native

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Knowledge Work Plugins

Plugins that turn Claude into a specialist for your role, team, and company. Built for Claude Cowork, also compatible with Claude Code.

Architecture: DuckDB-First

All plugins use DuckDB as the primary data layer — no external MCP servers, no OAuth. Data flows through DuckDB as the central analytical layer.

  • DuckDB CLI is installed system-wide for direct terminal access
  • Extensions: VSS (vector search), FTS (full-text search), Parquet, JSON, HTTPFS, and domain-specific extensions per plugin
  • Import: CSV/JSON/Parquet exports from your tools → duckdb CLI import
  • On-Demand MCP: External MCP servers (Slack, Notion, etc.) can be connected via the duckdb_mcp community extension when needed — see MCP-SERVERS.md

Each plugin's DUCKDB.md has SQL examples, extension configs, and common queries. Each plugin's CONNECTORS.md documents the import methods.

Why Plugins

Cowork lets you set the goal and Claude delivers finished, professional work. Plugins let you go further: tell Claude how you like work done, which tools and data to pull from, how to handle critical workflows, and what slash commands to expose — so your team gets better and more consistent outcomes.

Each plugin bundles the skills, connectors, slash commands, and sub-agents for a specific job function. Out of the box, they give Claude a strong starting point for helping anyone in that role. The real power comes when you customize them for your company — your tools, your terminology, your processes — so Claude works like it was built for your team.

Plugin Marketplace

We're open-sourcing 11 plugins built and inspired by our own work:

Plugin How it helps Connectors
Plugin How it helps Data Layer
-------- ------------- ------------
productivity Manage tasks, calendars, daily workflows, and personal context so you spend less time repeating yourself. DuckDB (FTS, JSON)
sales Research prospects, prep for calls, review your pipeline, draft outreach, and build competitive battlecards. DuckDB (VSS, FTS, Parquet)
customer-support Triage tickets, draft responses, package escalations, research customer context, and turn resolved issues into knowledge base articles. DuckDB (FTS, JSON)
product-management Write specs, plan roadmaps, synthesize user research, keep stakeholders updated, and track the competitive landscape. DuckDB (VSS, FTS, Parquet)
marketing Draft content, plan campaigns, enforce brand voice, brief on competitors, and report on performance across channels. DuckDB (VSS, FTS, Parquet)
legal Review contracts, triage NDAs, navigate compliance, assess risk, prep for meetings, and draft templated responses. DuckDB (FTS, VSS)
finance Prep journal entries, reconcile accounts, generate financial statements, analyze variances, manage close, and support audits. DuckDB (Warehouse Extensions)
data Query, visualize, and interpret datasets — write SQL, run statistical analysis, build dashboards, and validate your work before sharing. DuckDB (Snowflake, BigQuery, Databricks)
enterprise-search Find anything across email, chat, docs, and wikis — one query across all your company's tools. DuckDB (FTS)
bio-research Connect to preclinical research tools and databases (literature search, genomics analysis, target prioritization) to accelerate early-stage life sciences R&D. DuckDB (VSS, FTS)
cowork-plugin-management Create new plugins or customize existing ones for your organization's specific tools and workflows.

Install these directly from Cowork, browse the full collection here on GitHub, or build your own.

Getting Started

Cowork

Install plugins from claude.com/plugins.

Claude Code

# Add the marketplace first
claude plugin marketplace add agentic-dev-io/knowledge-work-plugins

# Then install a specific plugin
claude plugin install sales@agentic-work-plugins

Once installed, plugins activate automatically. Skills fire when relevant, and slash commands are available in your session (e.g., /sales:call-prep, /data:write-query).

How Plugins Work

Every plugin follows the same structure:

plugin-name/
├── .claude-plugin/plugin.json   # Manifest
├── .mcp.json                    # Tool connections
├── commands/                    # Slash commands you invoke explicitly
└── skills/                      # Domain knowledge Claude draws on automatically
  • Skills encode the domain expertise, best practices, and step-by-step workflows Claude needs to give you useful help. Claude draws on them automatically when relevant.
  • Commands are explicit actions you trigger (e.g., /finance:reconciliation, /product-management:write-spec).
  • Connectors document the data sources and import methods for each plugin. External MCP servers can be connected on-demand via duckdb_mcp — see MCP-SERVERS.md.

Every component is file-based — markdown and JSON, no code, no infrastructure, no build steps.

Making Them Yours

These plugins are generic starting points. They become much more useful when you customize them for how your company actually works:

  • Import your data — Export CSV/JSON/Parquet from your tools and import into DuckDB via CLI.
  • Connect MCP servers — Use duckdb_mcp extension to attach external MCP servers on-demand (see MCP-SERVERS.md).
  • Add company context — Drop your terminology, org structure, and processes into skill files so Claude understands your world.
  • Adjust workflows — Modify skill instructions to match how your team actually does things, not how a textbook says to.
  • Build new plugins — Use the cowork-plugin-management plugin or follow the structure above to create plugins for roles and workflows we haven't covered yet.

As your team builds and shares plugins, Claude becomes a cross-functional expert. The context you define gets baked into every relevant interaction, so leaders and admins can spend less time enforcing processes and more time improving them.

Contributing

Plugins are just markdown files. Fork the repo, make your changes, and submit a PR.

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Knowledge work plugins for Claude — DuckDB-First architecture, zero MCP servers, CLI-native

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