ops-eng-o2r-remote-debug

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Use when the reflex is to SSH into a host to debug or coordinate work that o2r-coordinated agents own - a stuck CI runner, a failed deploy, a pod that needs a look. Hard pointer: route remote debugging through an o2r agent channel, not ad-hoc ssh. Triggers - ssh, ssh into, log into the box, get on the host, remote debug, debug the runner, kubectl exec, jump on the server, why isn't it running, no tasks dispatched.

coilyco-flight-deck By coilyco-flight-deck schedule Updated 6/9/2026

name: "ops-eng-o2r-remote-debug" description: "Use when the reflex is to SSH into a host to debug or coordinate work that o2r-coordinated agents own - a stuck CI runner, a failed deploy, a pod that needs a look. Hard pointer: route remote debugging through an o2r agent channel, not ad-hoc ssh. Triggers - ssh, ssh into, log into the box, get on the host, remote debug, debug the runner, kubectl exec, jump on the server, why isn't it running, no tasks dispatched."

Remote debugging goes through o2r, not ssh

otel-a2a-relay (o2r) is a coordination layer for autonomous agents working across different hosts. When something on a remote host needs a look - a CI runner that will not dispatch, a deploy that failed, a pod that is misbehaving - the reflex is to ssh in and run commands directly. On o2r-coordinated infrastructure that reflex is the wrong one. The agent that lives on that host holds local autonomy. You coordinate with it over a channel.

Why ssh is the wrong tool here

Reaching across a host boundary by hand throws away everything o2r exists to provide:

  • No audit trail. The channel event log records who asked for what and what happened; a raw ssh session records nothing reconstructable.
  • No trace. Every channel event emits an OTel span, so debugging shows up in the same Phoenix / Tempo view as the work. An ssh session is invisible there.
  • No trust envelope. A handwritten command or pasted URL crossing into another agent's host is presumed hostile and refused at the relay's ingress check.
  • No role discipline. The local agent acts as its own gated worker / deployer; an ssh operator impersonates all roles at once with none of the gating.

An ssh into the box is a bypass of the coordination substrate, leaving the next operator no record of what changed.

The reflex, redirected

When you catch yourself about to ssh to debug remote state:

  1. Find or open the channel for the host or workstream. o2r channel list shows open channels. If none fits, o2r channel create --title <what-you-are-debugging> mints a fresh 4-char id.
  2. Post the ask as an event: o2r channel post <id> --kind comms --payload <what-you-observe-and-need>. Describe the symptom (runner dispatched no tasks, deploy job exited 401), not a command to run. The local agent decides how to act on its own host.
  3. Hand off the concept with a --kind state event so the host-local agent picks it up. It acts with full local autonomy - it has the access, you have the context.
  4. Read the result back off the channel (o2r channel read <id>), not off an ssh terminal. The fix and its evidence land as channel events plus their spans.

If no agent is live on the target host, that is a gap to fill (stand one up, or hand the task to a human operator through the same channel), not a reason to ssh around the coordination layer.

When a human still has to touch the box

Some one-time bootstrap genuinely needs a human at a terminal (first runner registration, a secret only a person can mint). That is a human handover and still goes through the channel as the record: post the ask as a comms event, let the human act, and have the outcome posted back. Nothing agent-to-agent crosses a host boundary as a raw command.

When this skill is active

Any session where the next step is "ssh in and look" at a host that runs o2r-coordinated agents - a CI runner that dispatched nothing, a failed remote job, a pod to inspect. Reach for o2r channel first.

See also

Install via CLI
npx skills add https://github.com/coilyco-flight-deck/otel-a2a-relay --skill ops-eng-o2r-remote-debug
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