Generalist Agent

Meet Anna. Your Principal Generalist & Team Lead.

Anna is the orchestrator of the CloudThinker Multi-Agent System. She routes work to the right specialist, coordinates parallel agent runs during incidents, owns the playbook from page to post-mortem, and signs the report that goes to your leadership team.

Anna, the CloudThinker Principal Generalist & Team Lead
Sub-skills

Leading use cases, customizable Skills

These are leading patterns customers run with Anna across operations — orchestration, runbooks, routing, post-mortems, SLOs, and on-call. They're starting points, not the limit — extend, replace, or add your own sub-skill with the Skills Framework.

/incident-orchestration

War Room Coordination

Spins up war rooms in Slack / Teams, pulls in the right specialist agents (SRE, Cloud, Kubernetes, Database), and keeps the incident channel synthesized in real time.

Slack / Teams war rooms
Parallel specialist routing
Real-time synthesis

/runbook-execution

Playbook Library

Selects and executes from the 325+ pre-built runbook library — failover, scale, rotate, restart — and chains them with /create-task and approval gates.

325+ runbooks
Chained automation
Approval gates

/cross-team-routing

Specialist Routing

Reads the request, classifies the domain, and routes to Olivier, Alex, Kai, Tony, or all of them in parallel — with consolidated output for the requester.

Domain classification
Parallel routing
Consolidated output

/postmortem-author

Blameless Post-Mortems

Generates a blameless RCA with timeline, contributing factors, and action items — drafted directly into your wiki, Notion, or Confluence.

Timeline reconstruction
Contributing-factor analysis
Action-item assignment

/sla-governance

SLO / SLI Reporting

Tracks SLO burn across every service, alerts on error-budget exhaustion, and generates monthly availability reports for leadership review.

Multi-service SLO tracking
Error-budget alerts
Leadership-ready reports

/escalation-policy

On-Call & Paging

Configures and audits PagerDuty / Opsgenie / Rootly escalation paths, rotation health, and out-of-hours fairness across the on-call team.

PagerDuty / Opsgenie / Rootly
Rotation fairness
Out-of-hours audit
Workflow

From prompt to repeatable Command in three steps

Start with a prompt

Ask Anna in chat to coordinate an incident, run a routine, or generate a post-mortem. She executes a one-shot run inside Sandbox Isolation, calls the specialist agents she needs in parallel, and posts a synthesized status to your incident channel.

@anna please coordinate the incident on payment-service — pull in the SRE Agent, Database Agent, and Cloud Agent, and post a synthesized status in #incident-alpha every 5 minutes.

Persist as a Skill

Use /create-skill to capture the discovered surface, auth flow, Rules of Engagement, validation logic, and notification routing as a reusable Skill versioned in the Knowledge Base.

/create-skill orchestrate-payment-incident
  --from-thread #current
  --specialists sre,database,cloud
  --channel #incident-alpha
  --status-cadence 5m

Run anywhere as a Command

Invoke the saved Skill as a /-prefix Command from chat, webhook, or schedule. Re-runs are deterministic — same RoE, same surface, same CVE-mapped report.

/orchestrate-payment-incident
Anna detects environment drift on each run and proposes a Skill update for human-approved merge — no manual maintenance.
Safety

Safe by construction — from sandbox to audit

Anna inherits the same platform primitives that protect every CloudThinker agent. Every orchestrated run is sandboxed, every approval gate is enforced, every routed action is recorded — so incident response is fast without ever bypassing the controls your security and compliance teams expect.

Sandbox Isolation

Every run executes inside an ephemeral microVM with strict egress and a tamper-evident audit trail.

Per-run microVM
Egress allowlist
Auto-destroy on completion

Guardrails Engine

Guard-in and guard-out policy enforcement on every model call — PII / PHI redaction and secret detection by default.

PII / PHI redaction
Secret detection
Prompt-injection defense

Rules of Engagement

Strict scope, method, and rate-limit constraints. Read-only proof-of-concept execution. No destructive operations.

Scope allowlist
Read-only PoC
Pre-execution query filters

Immutable audit

Every reasoning step, tool call, and finding is recorded — exportable to your SIEM and reviewable by compliance.

Tamper-evident logs
SIEM-exportable
Replayable decisions

Compliance Certifications

We maintain the highest industry standards and regularly undergo rigorous third-party audits to ensure compliance.

Talk to Operations Leadership

Ready to let Anna run your operating rhythm?

Our operations team partners directly with your SRE, platform, and incident management leads — war-room playbook reviews, post-mortem templates, and SLO governance walkthroughs on request.

  • Multi-agent orchestration
  • Blameless post-mortems
  • SLO governance + on-call audits