Ecosystem monitoring — breaking changes, deprecations, security alerts, opportunity tracking, bulletin generation.
Project kickstart — idea to scaffolded project: research, monetization, brand, ERD, architecture, deploy config.
Unified Dashboard SaaS Build Sequence — 12-stage methodology for multi-role SaaS products (super admin/admin/user/vendor). Enforces single application with role-gated dashboard visibility, never separate dashboards per role, generated from one permissions…
Agentic System Build Sequence — 15-stage ordered methodology for building AI agent systems, autonomous agents, multi-agent orchestration, tool-calling loops. Enforces state machine and tool inventory design before architecture decisions, and architecture…
Attractor pipeline orchestrator — YAML node handlers, auto-decision criteria, review-merge-loop instructions for the CKS sprint lifecycle
PRD lifecycle, feature planning, 5-phase cycle: discover, design, sprint, review, release, roadmap, acceptance criteria.
CKS concept feasibility evaluation — scoring rubrics, dual-mode detection, pillar frameworks, Go/Defer/Reject thresholds, and specialist-trigger conditions. Use when evaluating whether a concept should be added to the CKS plugin or a CKS-powered project.
Integrates the headroom MCP server for input token compression. Use when compressing tool stdout, file reads, Bash output, RAG chunks, or any large payload entering the context window. Exposes headroom_compress, headroom_retrieve, headroom_stats tools.…