cyberneticlibrary

Agentic ops surface taxonomy and guardrails

agentic-ops-coreskillsetup L20
Sheshiyer/skill-clusters
What it does

Operate live surfaces with evidence-first loop

Best for

Shared loop discipline for all live-surface operations: read state, smallest reversible action, prove it, report exact status.

Inputs
  • · Surface type
  • · Live state query
  • · Mutation intent
Outputs
  • · Status word
  • · Evidence snapshot
  • · Proof of action
Preconditions

Resolve exact surface before reading state; read-before-write discipline

Failure modes

Ambiguous surface = wrong action; vague status words = lost proof; claims without evidence

Trust signals
  • · Evidence-first proof model
  • · Bounded status vocabulary
  • · Secrets/PII guardrails
  • · No-duplicate rule