OSS-first docs
These docs teach the open system first: contracts, generated surfaces, runtimes, governance, and incremental adoption. Studio shows up as the operating layer on top, not as the source of truth.
Returns ranked suggestions for graph edits based on a natural-language request.
**Read-only**: suggestions are never auto-applied. Each must be confirmed via the AI suggestion confirmation UX (W7.4) before any mutation occurs.
Output shape
`suggestions: Array<{ id, label, description, confidence, action }>`
Truncation
Output >800 tokens is halted mid-stream; `truncated: true` is returned. Users may request expansion.
Budget (`m3-p0-ai-cost-ceiling.md`)
maxInputTokens=2 000 · maxOutputTokens=800 · hardCapUsd=$0.020