AI chat footer showing AI Tokens Used over Limit
AI Tokens panel

Appifio Creator · Lesson T11 · Technical

AI tokens & Prompt profile
(Prompt & Skills)

Tokens are your monthly “thinking budget.” The AI Tokens panel shows Used / Limit next to the chat. A Prompt profile is the skill/tone injected on every Send while that profile is on.

Goal: Read the AI Tokens panel correctly (Used / Limit / Reload / warning colors); enable/disable profiles; know that Auto Reasoner / AI Supervisor / Context summary spend tokens.

Before: B05, B06 · After: T12 · UI: AI Tokens · Reload · Prompt & Skills · Save & enable this AI profile · Disable this AI profile · Project profile

1. Token consumption diagram

Each "Send" (and some Inspector AI actions such as AI Rewrite)
→ + your message + history (+ Context summary if ON)
→ + active Prompt profile
→ + Project profile (if filled in)
→ + Auto Reasoner / AI Supervisor if ON
AI Tokens panel: Used rises (realtime via WebSocket)

2. AI Tokens panel - reading the UI

Status strip near the chat (beside hints): AI Tokens: Used / Limit.

  • Tooltip: AI tokens used this month.
  • Sync icon = Reload - refetch Used/Limit from the server (when numbers drift across tabs).
  • Limit shows when the plan has no hard cap (token_limit = −1).
  • Background color by usage %: normal (light yellow) → ≥70% amber warning → ≥90% red.
  • After each AI reply, Used can rise immediately (token_usage event) without Reload.

3. Glossary

LabelMeaning
AI TokensMonthly token quota; Used / Limit on the panel
ReloadRefresh numbers from the server
Prompt & SkillsTab for skill/tone profiles
Save & enable / Disable this AI profileOn = auto-inject every request; Off = stop injecting
Auto Reasoner / AI Supervisor / Context summaryChat-header toggles - better quality, more tokens
Project profileBrand/colors/fonts… also enter context (B06)

4. Steps

Prompt and Skills template list in Creator
Prompt profile
  1. Check the AI Tokens panel before a big work series - know how much quota remains.
  2. Prompt & SkillsBuild AI prompt → describe → Analyze Brief / Rewrite AISave & Enable this AI profile.
  3. Turn off a mismatched tone with Disable this AI profile.
  4. Enable Context summary on long chats; turn off Auto Reasoner / AI Supervisor for tiny text tweaks.
  5. Fill in Project profile first (fewer color/font redo loops → saves tokens).
  6. Odd numbers: click Reload; if load fails - refresh the Creator page.

5. Comparisons · Limits · Security

  • ChatGPT Custom GPTs / Cursor rules: closest to Prompt profile.
  • OpenAI API usage dashboard: closest to AI Tokens (Creator’s panel is tied to the Appifio plan).

Limits: hit Limit → AI stops/refuses. Context too long → AI “forgets” - start a New chat / use Context summary. Security: never put real API keys in a prompt profile or Project profile.

6. Issues · Tips

IssueFix
AI always writes the wrong toneIs a profile still On? Disable the mismatched one
Token spike / panel redTurn off Reasoner/Supervisor; shorten chat; pick the right AI mode (Chat · Coder · Debug · UI · Architecture); trim Project profile if huge
Used doesn’t move after chatClick Reload; wait for WebSocket; refresh the page
“No profile enabled…”Pick a template/community profile or Save & enable

Next: T12 - Aura MCP sandbox · token · bridge

Appifio Creator · User guide · T11