21-skill-phase-build-fits-single-1m-context-session
A full 21-skill delivery phase (Layers 6+7 of Full-Stack Delivery Intelligence) completes comfortably within one 1M context session including lint validation, memory updates, and handoff commit. Parallel writes are essential for throughput — sequential writes would likely exhaust context budget before completion. Plan phases at ≤25 skills per session to preserve headroom for verification and session-close.
Related
- oracle
- graphiti
- clawteam-openclaw-multi-agent-swarm-evaluation
- 2026-04-04-oracle-001-self-architecture-analysis
- enterprise-capability-expansion-5-pillars-from-digital-employee-analysis
- parallel-skill-writes-in-single-tool-call-are-safe
- 21-skills-per-phase-fits-single-1m-context-session
helix-repository-at-arj999-helix-private(archived)- helix-system-two-domain-fusion-github-arj999-helix-private
- handoffs-are-for-open-items-only-not-phase-boundaries