7. The Domain Expert (Supercharging Cowork with Plugins)

7. The Domain Expert (Supercharging Cowork with Plugins)

In Episode 7, we explore how to transform Claude from a general-purpose AI into a specialized expert tailored to your specific job function. Instead of relying on generic responses, Claude can be extended with structured capabilities that allow it to operate within the exact workflows your team uses every day.

This episode dives into the architecture of Claude Cowork Plugins—modular packages that bundle skills, data connectors, and specialized sub-agents into a single deployable unit. These plugins allow Claude to interact with external systems and execute complex tasks without requiring users to manually configure every step.

We start by examining Anthropic’s pre-built plugins designed for common business roles such as Sales, Finance, Marketing, and Legal. These tools make it possible to automate many standard industry workflows almost instantly.

From there, we move into the enterprise layer: building organization-managed plugins. These allow technical teams to embed their company’s unique methodologies, CRM integrations, and governance rules directly into Claude’s operating context.

The result is a powerful system where everyday users can trigger complex workflows with simple commands such as /sales-forecast Q2 or /legal-review-contract. Behind the scenes, Claude executes multi-step processes automatically—allowing teams to run standardized, reliable workflows without writing a single line of code.

This episode shows how Claude can evolve from a helpful assistant into a domain-specific operational system.

If you want to explore how these ideas connect to broader AI workflows across Chat, Cowork, and Code, they are covered in greater depth in my book Master Claude Chat, Cowork and Code: From Prompting to Operational AI.

Learn more about the book on Amazon

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20. Teams, Sessions and Worktrees (Four Ways to Run AI Work in Parallel)

20. Teams, Sessions and Worktrees (Four Ways to Run AI Work in Parallel)

In Episode 20 of Beyond Prompting, author Sho Shimoda clarifies how to run multiple AI tasks concurrently without getting tangled in state or disk conflicts. While Chapter 19 focused on subagents, Cha...

16 Loka 35min

19. Preventing Context Pollution with Subagents (Delegating Heavy Lifting)

19. Preventing Context Pollution with Subagents (Delegating Heavy Lifting)

In Episode 19 of Beyond Prompting, author Sho Shimoda explores how to manage complex, search-heavy engineering tasks without cluttering your main conversation window using Subagents. When an agent rea...

14 Loka 52min

18. Packaging and Distributing Workflows (Plugins and Marketplaces)

18. Packaging and Distributing Workflows (Plugins and Marketplaces)

In Episode 18 of Beyond Prompting, author Sho Shimoda explores how to bundle your team's custom skills, commands, subagents, hooks, and MCP server configurations into a single, installable unit using ...

12 Loka 29min

17. Connecting Systems with MCP (The Stateless Wire Protocol)

17. Connecting Systems with MCP (The Stateless Wire Protocol)

In Episode 17 of Beyond Prompting, author Sho Shimoda breaks down the Model Context Protocol (MCP)—the open standard that connects Claude Code to external systems like ticket trackers, wikis, and data...

11 Loka 47min

16. Packaging Standard Operating Procedures (Agent Skills)

16. Packaging Standard Operating Procedures (Agent Skills)

In Episode 16 of Beyond Prompting, author Sho Shimoda breaks down how to turn your team's recurring instructions and workflows into executable Agent Skills. Rather than re-explaining multi-step proced...

9 Loka 50min

15. Prompt Caching and Durable State (The Economics of Context and Memory)

15. Prompt Caching and Durable State (The Economics of Context and Memory)

In Episode 15 of Beyond Prompting, author Sho Shimoda breaks down prompt caching—the single largest cost lever in the Claude Code ecosystem—and demonstrates how to manage long-term project memory. We ...

5 Loka 48min

14. Memory, Compaction and Checkpoints (Managing Context in Long Sessions)

14. Memory, Compaction and Checkpoints (Managing Context in Long Sessions)

In Episode 14 of Beyond Prompting, author Sho Shimoda breaks down how to manage context budgets and session state when conversations run long. We examine the three core mechanisms that control what Cl...

4 Loka 45min

13. Curing AI Amnesia (CLAUDE.md and Rules)

13. Curing AI Amnesia (CLAUDE.md and Rules)

In Episode 13 of Beyond Prompting, author Sho Shimoda breaks down how to configure persistent repository instructions using CLAUDE.md and rule files. Rather than treating CLAUDE.md as a generic style ...

30 Syys 46min