| name | agentstack-agents-ai |
| description | Use when the user mentions Agents Fleet, agent templates, agent runs, promotion gates, traces, AI Builder, UAM manifests, generation, media creation, or app composition. Routes to agents.*, ai_builder.*, generation.*, and media actions. |
AgentStack Agents + AI Builder
Use this skill for autonomous agents and generated application surfaces. Keep the flow decision-first: discover available actions, preview when possible, then run the smallest mutation.
Decision matrix
| User says | MCP action family |
|---|
| "create an agent" / "agent template" | agents.templates_list, agents.template_preview, agents.create_from_template, agents.create |
| "run this agent" / "stop it" | agents.run, agents.stop, agents.traces |
| "promote / gates / rollout" | agents.gates, agents.promote, agents.rollout_advance |
| "compose an app" / "validate UAM" | ai_builder.manifest.get, ai_builder.manifest.validate, ai_builder.compose.preview |
| "generate image/media/content" | generation.* or media.* from the live capability catalog |
Rules
- First call discovery (
GET /mcp/actions or /agentstack-capability-matrix) if an exact action name is uncertain.
- Prefer preview actions before persistence:
agents.template_preview, ai_builder.compose.preview.
- For destructive lifecycle changes (
agents.delete, agents.kill), ask for confirmation and surface the trace id.
- Do not invent agent metrics or run status. Use
agents.metrics and agents.traces.
Example
{
"tool": "agentstack.execute",
"params": {
"steps": [
{ "action": "agents.templates_list", "params": {} },
{ "action": "agents.create_from_template", "params": { "template_id": "support_triage", "project_id": 1025 } },
{ "action": "agents.run", "params": { "agent_uuid": "{{agent_uuid}}", "input": { "ticket_id": "T-123" } } }
]
}
}
References
- Live action catalog:
GET https://agentstack.tech/mcp/actions or /agentstack-capability-matrix.
- Backend index:
agentstack-core/services/AI_INDEX.md (core.agents.fleet.gen1).
- AI Builder index:
agentstack-core/ai_builder/INDEX.md.
Triggers
agent, agents fleet, template, run, trace, promotion, rollout, gates, AI Builder, UAM, compose, generation, media
