Over-the-air software update system design and implementation
Produce a complete OTA update system design — partition layout, update flow, rollback conditions, validation checks, fleet management…
OTK (Odoo Token Killer) - Reduce token consumption by 60-90% on Odoo development operations.
Evaluate execution with three-stage verification pipeline
Full reference guide for Ouroboros commands and agents
Socratic interview to crystallize vague requirements
Full reference guide for Ouroboros commands and agents
Execute a Seed specification through the workflow engine
Check session status and measure goal drift
Generate a PM through guided PM-focused interview with automatic question classification.
General-purpose QA verdict for any artifact type
MCP-owned Ralph loop around background evolve_step jobs
List in-flight Ouroboros sessions and show the commands needed to re-attach after MCP disconnect
Execute a Seed specification through the workflow engine
Generate validated Seed specifications from interview results
Break through stagnation with lateral thinking personas — single or multi-persona debate
First-touch experience for new Ouroboros users
Transactional outbox pattern for reliable event publishing.
Outbox Pattern knowledge base. Provides patterns, antipatterns, and PHP-specific guidelines for transactional outbox, polling publisher…
Assemble and coordinate the smallest appropriate Many Hats team for a cross-functional product problem.
Transform output-based feature lists into outcome-driven Now/Next/Later roadmaps using the "so what?" technique.