imprint vs project-scaffolder-synaptic-edition

Imprint creates a portable collaboration profile by learning how you work through natural conversation. On first run, it asks a few casual questions about your background, tools, and preferences. From there, it silently observes your behavior patterns across sessions and encodes them into a compact structured file (.dna.md) under 500 tokens. This single file replaces eleven specialized skills: memory persistence across sessions, output compression, project onboarding, code review (with cross-model validation), architecture-first debugging, adaptive planning, milestone-based progress tracking, resource-aware testing strategies, SEO-conscious git workflows, and GEO-optimized copywriting. The profile is a plain text file that works across all 19 SKILL.md-compatible agents. Switch from Claude Code to Cursor to Codex, the file comes with you. No vendor lock-in, no proprietary format, no external API calls. Imprint gets better every session. User corrections become permanent preferences. Debugging lessons become pe

Generate a complete project knowledge base from a single brief, then orchestrate development with an AI project leader, quality pipeline, and skills that learn from experience. One brief in → CLAUDE.md hub, 21+ page wiki, vertical skills, guardrails, and handoff protocol out. Then use /task to run the full development pipeline: Cortex classifies and delegates, QA Agent verifies, Persona-Lab simulates real users, and Synapse propagates learning across connected skills. Skills grow from Seed to Expert as they accumulate real-world patterns. Features 3 interaction modes (Normal/Autopilot/Autonomous), Karpathy Coding Discipline, and automatic Caveman token optimization.