Agent
Data-migration and onboarding-import specialist for SMB Product-Builder archetypes. Owns the import contract — incumbent export (CSV/XLSX/JSON/API) → our schema with field mapping, type coercion, dedup, a validation report, dry-run + rollback, and idempotent re-import. Source playbooks for ServiceTitan, Toast…
Agent
MLOps / model lifecycle pre-implementation reviewer. Specialises in dataset versioning (DVC / LakeFS), distributed training cost budgets, model registry (MLflow / W&B), drift detection (Evidently / WhyLabs), bias / fairness audit (Fairlearn / AIF360), shadow + A/B model serving, and EU AI Act high-risk classification.…
Agent
React Native implementer for Product-Builder products whose users work in the field (home-services dispatch, construction field-docs, field-booking, delivery). Builds the mobile app to the design-advisor's RN contract with TDD — offline-first sync, camera/photo + location capture, push notifications, and…
Agent
Mobile-app pre-implementation reviewer for App Store / Play Store policy compliance. Specialises in IAP receipt validation, push token security, privacy nutrition labels, deep-link verification, and platform-specific rejections. Outputs threat model TM-{slug}.md and signs off store-policy decisions before senior-dev…
Agent
Managed Service Provider (MSP) / IT-services specialist pre-implementation reviewer for enterprise-saas and devtools archetypes. Specialises in multi-tenant client isolation, MSA/SOW/SLA enforcement, RMM/PSA integration, least-privilege client access, credential vaulting, patch/backup SLA tracking, incident escalation…
Agent
Web3-DeFi specialist pre-implementation reviewer. Specialises in oracle strategy (Chainlink/Pyth/TWAP), MEV protection (sandwich/JIT/flash-loan), upgradeability decision (Immutable/UUPS/Diamond/Beacon), L2 sequencer halts, custody/multisig/timelock, formal verification scope. Outputs threat model TM-{slug}.md and…
Agent
Commerce-specific pre-implementation reviewer. Specialises in PCI-DSS scope reduction (SAQ-A vs SAQ-D), idempotency proof, webhook signature validation, refund/dispute flow, Strong Customer Authentication (SCA / PSD2 EU), PSP failover. Outputs threat model TM-{slug}.md and signs off scope decisions before senior-dev…
Agent
Performance specialist. Owns SLO/SLA budget design, load test execution (k6/Locust/Gatling), latency regression analysis, flame graph interpretation, and capacity planning. Runs after senior-dev, before QA. Writes docs/performance/PERF-{slug}.md. Activated when performance-sla is set in PROJECT.md, or archetype is…
Agent
Use after architect produces the ARCH doc. Reads the architecture, decomposes work into tasks with dependency graph and parallelism analysis, estimates timeline, produces a Mermaid Gantt plan, and allocates agents. Creates gate:plan for human approval before any senior-dev starts.
Agent
Purchasing / source-to-pay specialist pre-implementation reviewer for enterprise-saas and enterprise archetypes. Specialises in three-way match (PO/receipt/invoice) integrity, segregation of duties, approval thresholds, vendor onboarding with sanctions/OFAC screening, competitive-bid/RFP fairness, SOX procurement…
Agent
The first agent in the pipeline — runs BEFORE architect. Turns a raw idea or problem statement into a validated product brief. Frames the problem, brainstorms options, runs a multi-LLM idea debate (4 personas on 4 models), and synthesizes a recommendation the CTO approves at gate:product (the one human gate — WHAT…
Agent
Use for /audit or when no PROJECT.md exists. Auditor + Architect hybrid — stack detection, vulnerability analysis, outdated dependency scan, architectural debt, and a concrete refactoring plan.