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ops-chutes

Manage Chutes.ai resources, tracking subscription quota and account balance. Integrates with scheduler to pause operations when quota is reached.

personAuthor: jakexiaohubgithub
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Ops Chutes Skill

Manage Chutes.ai resources and monitor subscription quota and account balance.

Triggers

  • "Check chutes status" -> status
  • "How much chutes budget left?" -> usage
  • "Is chutes working?" -> sanity [model]

Commands

# Check model status (hot/cold/down)
./run.sh status

# Check Subscription Quota and Remaining Balance
./run.sh usage [--chute-id <id>] [--json]

# Explore all available models (filterable)
# Flags: --query (name), --owner (sglang/vllm), --modality (text/image), --feature (reasoning/tools), --json
./run.sh models [--query <search>] [--owner <owner>] [--modality <modality>] [--feature <feature>] [--json]

# Check model health (HOT/COLD/DOWN)
./run.sh model-health <model_id>

# Run sanity check (Inference via Qwen/Qwen2.5-72B-Instruct)
./run.sh sanity [model_name]

# Check budget (exit 1 if Quota exhausted OR Balance < CHUTES_MIN_BALANCE)
./run.sh budget-check

# Wait until quota resets (7PM ET)
./run.sh wait-for-reset [--timeout <seconds>]

# Verify if a batch of calls is feasible (exit 1 if not)
./run.sh can-complete <num_calls>

Environment Variables

| Variable | Description | | -------------------- | ----------------------------------------- | | CHUTES_API_TOKEN | API Token (standard) | | CHUTES_API_KEY | API Key (alternative naming) | | CHUTES_MIN_BALANCE | Minimum balance threshold (default: 0.05) |

Concurrency & Rate Limiting

[!WARNING] Concurrecy Limit: Chutes.ai can only handle 5-6 concurrent connections per token. If this limit is exceeded, the API will return a 429 Rate Limit error and typically impose a 90-second pause before resuming.