Model skills library

Generic B2B value-chain playbooks you can install into a tenant with Trace AI. Each item is a business playbook (resource maps, stages, quality gates, definition of done), not a prompt. Canonical records live in DataPool schemas. Default notifications are in-app.

Document information
FieldValue
Canonical URL/docs/07_ai-agents-and-mcp/model_skills/00_index
Version (published date)2026-08-26
Tagsai, skills, playbooks, datapool, trace-ai

How to install

In Trace AI, ask to install a named playbook from this library (for example “Install tenant-data-model from the model skills library”). Trace loads load_platform_skill with skill_id: model-skill-import, fetches this catalog, resolves Prerequisites against the tenant (DataPool schemas, recipient users), then writes SKILLS/{skill_id}/.

Trace searches the tenant first. If a Prerequisite is missing or ambiguous, it asks you and may propose a default. It does not assume Mattermost or any other chat product exists. Installed playbooks must contain bound values, not leftover {{tokens}}.

Blank-slate authoring (no library page) still uses skill_id: tenant-skill-authoring.

Value chain

Marketing  →  Sales  →  Delivery  →  Customer Support
     \           \           \
      handovers (own playbooks)

Shared foundation (tenant-data-model, crm-field-mapping) must be installed before stage playbooks that read or write those DataPool schemas.

Stagesuggested_skill_idKindPrerequisites (summary)Page
Sharedtenant-data-modelResource / canonical modelBind or create DataPool schemastenant-data-model
Sharedcrm-field-mappingResource guardrailscrm_integration_id; depends on tenant-data-modelcrm-field-mapping
Marketingmarketing-lead-qualificationProcedureleads schemamarketing-lead-qualification
Salessales-processProcedureopportunities schemasales-process
Deliverydelivery-processProceduredeliveries schemadelivery-process
Customer Supportsupport-processProceduresupport_cases schemasupport-process
Handovermarketing-to-sales-handoverHandoverhandovers schema; in-app recipientmarketing-to-sales-handover
Handoversales-to-delivery-handoverHandoverhandovers schema; in-app recipientsales-to-delivery-handover
Handoverdelivery-to-support-handoverHandoverhandovers schema; in-app recipientdelivery-to-support-handover

Paired Autonomic Agent templates: Model agents library.

What this library is not

  • Platform MCP playbooks (load_platform_skill ids such as datapool, entities, notifications) — those stay in the product SKILLS/ tree.
  • Persona or style prompts.
  • Skills an agent can invent without org knowledge (generic “search the CRM”).

See also