Focus on durable delivery quality, not only faster code generation.
Quick by Default
Use quick mode by default, then escalate to standard when scope or risk grows.
Step-Scoped Skills
Skills are assembled per-step to avoid bloating the context window. A role can have many skills, but only the relevant subset is loaded for the current step.
Issue Intent Auto-Append
Detect intents from issue/task context and auto-append high-signal skills (migrations, API design, E2E, deployment, Supabase/Postgres), instead of relying on a fixed “4 skills per role” cap.
Harness Engineering
Convert recurring incidents into enforceable engineering mechanisms.
Console Home: a single view of projects, run states, and workflow entrypoints.System Settings: manage runtime, credentials, and global configuration in one place.Use ForgeOps skill directly inside Codex to enter the control-plane workflow from chat.
