Agent use cases
Cited playbooks: what an agent can do with the servers in the directory.
76 use cases
Every playbook cites a vendor page and was reviewed before publishing.
| Use case | Category | Effect | Open |
|---|---|---|---|
Generate AI App Development Prompt from CompetitorA structured prompt for AI coding tools that outlines features, business model, and improvements based on a competitor app, enabling the creation of a unique MVP. | Software development | Read-only | |
Generate AI delivery evidence pack outlineThe agent creates a structured outline of required evidence classes, register entries, risk records, and incident records for an AI delivery change, aligned to AI-Controlled Delivery standards. | Software development | Read-only | |
Generate Algolia API client code for app integrationThe agent produces version-specific, working code snippets for initializing the Algolia client, configuring index settings, saving records, and performing searches, tailored to the project's language and dependencies. | Software development | Changes data in your accounts | |
Generate course structure from educational materialsA structured course with modules, lessons, and tests is created in the school's draft cabinet, ready for human review and publication. | Software development | Changes data in your accounts | |
Generate deterministic test suites from markdown specsThe agent creates a complete, typed test suite (Vitest or Jest) from a Markdown business rule spec, eliminating boilerplate and ensuring tests reflect actual requirements without hallucination. | Software development | Changes data in your accounts | |
Generate distribution plan for new agentA structured distribution plan with candidate channels, requirements, and next steps for publishing the agent service. | Software development | Read-only | |
Generate STRIDE threat model from architectureA structured threat model diagram is created with identified STRIDE/LINDDUN threats, stored in the Aribot workspace for further verification and compliance tracking. | Software development | Changes data in your accounts | |
Identify high-risk repositoriesObtain a list of the most at-risk source repositories based on low maintenance forecasts and high dependency counts, enabling proactive security or maintenance planning. | Software development | Read-only | |
Implement service-to-service integrationsAgents write glue code to connect existing systems like CRM and billing platforms, automating data syncs and triggering actions across third-party APIs based on events. | Software development | Changes data in your accounts | |
Manage tracking plan taxonomyThe product's event and property definitions are updated, created, or cleaned up in the tracking plan to ensure consistent data collection. | Software development | Changes data in your accounts | |
Provision and verify ephemeral infrastructure testbedsA disposable, isolated network environment with configured nodes and services is created, verified via command execution, and then cleaned up, allowing safe infrastructure testing without persistent resource costs. | Software development | Changes data in your accounts | |
Provision user-scoped API access via AlterThe application backend securely calls third-party APIs on behalf of authenticated users without storing tokens or tracking grant IDs, leveraging Alter's Connect flow and JWT-based identity resolution. | Software development | Changes data in your accounts |
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Where these playbooks come from
Each playbook is drawn from the vendor page it cites and reviewed by Koskamo before it is published. Koskamo does not run these servers or your agent: check what each tool will do before you let it act on your accounts.
Koskamo reads the example, tutorial, and guide pages that vendors publish for their own MCP servers. A playbook is only drafted when the page says the server can do it, and the supporting quote is shown on every playbook.