performance optimization system

Tune the harness, not just the model.

Skills, instincts, memory, security and research-first development — a performance layer for Claude Code, Codex, Opencode, Cursor and beyond.

HARNESS SUBSYSTEMSmonitoring
Skills
ONLINE
Instincts
ONLINE
Memory
SYNC
Security
GUARD
Research
FIRST
research-first · enabledsubsystem states illustrative
SKILLS
Reusable moves
Composable capabilities the agent can call.
INSTINCTS
Default reflexes
Learned reflexes that fire before deliberation.
MEMORY
Carried context
State that survives across sessions.
SECURITY
Guardrails
Boundaries enforced on every action.
RESEARCH
Look before leap
Investigate first, then act.
affaan-m / ECCgauges & states illustrative