| name | ai-stack-watch |
| description | Use when the user wants a bounded watch brief about provider, model, pricing, policy, deprecation, or regulatory changes that could affect Meridian trust answers. |
| metadata | {"created_by":"meridian_product","session_key":"web_api:trust-ops","category":"research"} |
AI Stack Watch
Use this skill when the user asks for:
- ai stack watch
- model/vendor watch
- provider pricing or policy changes
- deprecation or regulatory monitoring for AI vendors
Workflow
- Focus on AI stack risk, not broad competitor gossip.
- Route the work through these preferred specialists: ATLAS, AEGIS.
- Gather only changes that could alter trust answers, customer assurance, pricing posture, or operational risk.
- Prefer official-source signals over commentary.
- If evidence is incomplete, keep the watch brief bounded and explicit about unknowns.
Reachable Capability Hints
- Atlas should gather the strongest provider/model/policy/regulatory signals.
- Aegis should separate verified changes from weak or stale claims.
Guardrails
- Do not fabricate changelog items, pricing changes, certifications, or policy shifts.
- Do not turn this into a generic competitor battlecard unless the user explicitly asks for that.
- State clearly when a change still needs official verification before it can update trust answers.
