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From anthropic-pack
Executes production checklist for Anthropic Claude API integrations: auth/keys, error handling, rate limits/costs, reliability, observability. Use before launch.
How this skill is triggered — by the user, by Claude, or both
Slash command
/anthropic-pack:anth-prod-checklistThis skill is limited to the following tools:
The summary Claude sees in its skill listing — used to decide when to auto-load this skill
Complete checklist for deploying Claude API integrations to production with reliability, observability, and cost controls.
Complete checklist for deploying Claude API integrations to production with reliability, observability, and cost controls.
authentication_error, invalid_request_error, rate_limit_error, api_error, overloaded_errormaxRetries set (recommended: 3-5 for production)request-id capturedmax_tokens set to realistic values (not inflated)timeout parameter, recommended 60-120s)async def health_check():
try:
# Use token counting as a cheap health probe (no generation cost)
count = client.messages.count_tokens(
model="claude-haiku-4-20250514",
messages=[{"role": "user", "content": "ping"}]
)
return {"status": "healthy", "tokens": count.input_tokens}
except Exception as e:
return {"status": "degraded", "error": str(e)}
import logging
import time
logger = logging.getLogger("anthropic")
def tracked_create(**kwargs):
start = time.monotonic()
try:
response = client.messages.create(**kwargs)
duration = time.monotonic() - start
logger.info(
"claude_request",
extra={
"request_id": response._request_id,
"model": response.model,
"input_tokens": response.usage.input_tokens,
"output_tokens": response.usage.output_tokens,
"duration_ms": int(duration * 1000),
"stop_reason": response.stop_reason,
}
)
return response
except Exception as e:
duration = time.monotonic() - start
logger.error("claude_error", extra={"error": str(e), "duration_ms": int(duration * 1000)})
raise
anth-incident-runbook)| Metric | Warning | Critical |
|---|---|---|
| Error rate (5xx) | > 1% | > 5% |
| p99 latency | > 10s | > 30s |
| 429 rate | > 5/min | > 20/min |
| Daily cost | > 80% budget | > 100% budget |
| Auth failures (401/403) | > 0 | > 0 (immediate) |
For version upgrades, see anth-upgrade-migration.
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