Wild V2 Execution Ops Protocol

Wild V2 Execution Ops Protocol

This is the canonical protocol for execution operations in Wild V2. Use this skill as the source of truth instead of duplicating long operational instructions in prompts.

A. Preflight

Before planning or execution, verify:

curl -sf "$SERVER_URL/docs" >/dev/null
curl -sf "$SERVER_URL/openapi.json" >/dev/null
curl -sf "$SERVER_URL/prompt-skills/wild_v2_execution_ops_protocol" >/dev/null
curl -sf "$SERVER_URL/wild/v2/system-health" >/dev/null

If preflight fails, abort loop work immediately.

B. Auditability Rules

• Every experiment trial must be a run created through POST /runs.
• Runs must be attached to a sweep (sweep_id) created via POST /sweeps/wild.
• For all create endpoints (POST /runs, POST /sweeps, POST /sweeps/wild, POST /sweeps/{id}/runs), include chat_session_id in the JSON body using the current chat session id.
• Direct local execution without API run creation is non-compliant and not user-auditable.

C. Grid Search Rule

• One configuration = one run.
• For grid search, create multiple runs (repeat POST /runs), one per config.

D. Cluster/GPU Discovery

curl -X POST "$SERVER_URL/cluster/detect" -H "X-Auth-Token: $AUTH_TOKEN"
curl -X GET "$SERVER_URL/cluster" -H "X-Auth-Token: $AUTH_TOKEN"
curl -X GET "$SERVER_URL/wild/v2/system-health" -H "X-Auth-Token: $AUTH_TOKEN"

Use:

• cluster.type
• cluster.gpu_count
• system-health.running

E. Recommended Parallelism Formula

Let:

• g = max(1, cluster.gpu_count or 1) for local_gpu
• g = max(1, cluster.gpu_count or 4) for slurm (conservative default if unknown)
• g = 1 for cpu_only or unknown
• r = system_health.running
• q = number_of_ready_or_queued_runs

Then:

target_parallel = g
max_new_runs = max(0, min(q, target_parallel - r))

Interpretation:

• Start up to max_new_runs additional runs now.
• If max_new_runs == 0, wait or stop low-priority runs before starting more.

F. Scheduling Guidance

• Local multi-GPU: pin run commands per GPU (CUDA_VISIBLE_DEVICES=i).
• Slurm: include scheduler resource flags in command and allow queue placement.
• CPU-only: keep low parallelism unless clearly safe.

G. Practical Launch Pattern

1. Create sweep.
2. Create run per config.
3. Compute max_new_runs.
4. If capacity available:
   • set auto_start=true for up to max_new_runs, or
   • create as ready and call POST /runs/{id}/start for selected runs.
5. Monitor via GET /runs and GET /wild/v2/system-health.