Tiered planning orchestrator. Runs the full SPARC+ pipeline (research, spec, decide, pseudo, data, arch, ux, design, test, ops) as a parallel DAG, scaled by build stage (mvp/beta/enterprise) via inclusion profiles. Enforces two gates: every success criterion is executable (verifiable-done) and every step is unambiguous (haiku-executable). Use as the entry point for any non-trivial build instead of cfn-spa-plan.
Post-planning completeness review. Extracts assumptions, traces dependencies, analyzes blast radius, checks alpha-readiness, surfaces gaps before implementation. Use after writing any plan that touches data, APIs, or shared state.
SPARC Specification phase. Make testable acceptance criteria, edge cases, pre/post conditions, invariants BEFORE planning implementation. Use when starting any non-trivial task to lock intent, surface ambiguity early.
Test-strategy phase of cfn-megaplan. Designs test depth properly: fixtures/test-data, the unit/integration/contract/e2e/load split, mocking strategy, and non-functional tests, instead of lumping everything into a vague red phase. Feeds Bar A (verifiable-done): every acceptance criterion becomes a concrete runnable check. Use after cfn-spec, cfn-arch, and (if frontend) cfn-ux.
Pre-edit backup + post-edit validation for safe file edits. Use to capture file state before edits, validate changes after edits, revert files to prior state, or ensure edit safety via auto backup/validation hooks.
Extract complete Redis coordination data from completed CFN Loop tasks and structure into comprehensive JSON analysis files
Coordinates FAST code generation via Z.ai glm-4.6 with CodeSearch pattern learning. Use when agents need rapid test generation, bulk code creation, or repetitive boilerplate. Tracks successful prompts for continuous improvement. Ideal for high-volume, low-complexity code tasks.
FAST code generation via mcp__cerebras-mcp__write tool using Z.ai glm-4.6. Use for rapid test generation, boilerplate creation, and bulk code tasks in main chat. Prompt must be SHORTER than output. Ideal for tests, CRUD, migrations, and repetitive patterns.