20×
leaner session-start context
20× less scaffolding before you type a word
Plugin scaffolding used to inject ~1,300 lines of routing tables, duplicate skill lists, and hook context before the user said anything. On-demand loading and deduplication cut session-start overhead from ~200 lines to ~10, and resume from ~200 to ~3.
Every line injected at startup is a line that can’t reason about the actual problem. The fix loads an 8-line stack note instead of a 200-line architecture router, and pulls full docs only when blueprint or app-architecture is explicitly invoked. Lifecycle-aware hooks inject ~10 lines at startup, ~3 on resume, ~1 on compact — not 200 every time.
Deduplication did the rest: 80+ registered skills collapsed to ~40 unique once redundant marketplace plugins were disabled, and a doubly-registered MCP server dropped to one. A 60-second agent-based resume check became a sub-second bash command — 60× faster.
- Load what you need, when you need it — full docs only on explicit invoke
- Lifecycle-aware hooks: ~10 lines at start, ~3 on resume, ~1 on compact
- Resume check 60s → <1s by replacing an agent hook with a command
This is what Pro delivers.
Not features for their own sake — measurable leverage on every session.