adclaw-host-ai-accountinglisted

# AdClaw Host AI Accounting ## Purpose Use this skill for AdClaw Host zero-setup onboarding work where paid Starter/Pro/Business customers receive included Host AI messages and a hosted Citedy Agent key without entering secrets manually. The skill focuses on operational truth: quota math, D1 accounting, entitlement gates, prompt/error UX, Citedy key handoff, and redaction. It does not replace `cloudflare`, `workers-best-practices`, `stripe-best-practices`, `architecture-patterns`, or `security-review`; use those together when touching their domains. ## Trigger Examples - "implement Host AI quota" - "audit Workers AI cost model" - "review included LLM messages per plan" - "design Citedy auto key provisioning" - "what happens on the 501st Starter message" - "check prompt/accounting docs for AdClaw Host AI" - "make sure LLM/Citedy keys are not leaked" ## Required Reading Before changing code or docs, read the canonical project doc: ```text /root/adclaw/CF/docs/goal/host-preactivated-llm-citedy-keys.md ``` When implementation touches Citedy key creation, also read: ```text /root/saas-blog/docs/sub-project/adclaw/citedy-api-key-handoff.md ``` When implementation touches AdClaw provider/env storage, inspect current code instead of assuming schema: ```text /root/AdClaw/src/adclaw/providers/store.py /root/AdClaw/src/adclaw/envs/store.py /root/AdClaw/src/adclaw/app/routers/citedy.py ``` ## Workflow 1. Establish current facts from repo docs and code. 2. Identify which bou