Transform AI agents into experts on dbt and Snowflake performance optimization, providing guidance on choosing optimal materializations…
Generates dbt tests including schema tests, data quality tests, and freshness checks.
DDD architecture knowledge base. Provides patterns, antipatterns, and PHP-specific guidelines for Domain-Driven Design audits.
Use when assessing AI/ML systems for prompt injection, jailbreak vulnerabilities, model inversion risk, data poisoning exposure, or agent…
Assembles comprehensive board and investor update decks by pulling perspectives from all C-suite roles.
Chief AI Officer advisory for startups: model build-vs-buy decisions (API vs fine-tune vs in-house), AI risk classification under EU AI…
Technical leadership guidance for engineering teams, architecture decisions, and technology strategy.
M&A strategy for acquiring companies or being acquired.
Quality-gate any artefact against a shared QA rubric before it ships.
Remove AI artifacts from documents. Use when: cleaning AI-generated text, removing tool names, fixing boilerplate patterns. Not for: doc…
Finds code that can be safely deleted: unreachable, unused, obsolete compatibility, and commented-out code.
Generates Dead Letter Queue components for PHP 8.4.
Use when reviewing a specific inbound deal before close — when sales has asked for a discount that exceeds AE authority, when the customer…
Deal negotiation skill — synthesizes Chris Voss (Never Split the Difference), Trump (Art of the Deal), Roger Fisher (Harvard PON / Getting…
Model close-date slip scenarios; never invent win odds.
Track multiple live deals with milestones, deadlines, action items, and status updates.
Multi-role debate to explore compromises.
Alias for `/origin:handoff` — symmetric brief/debrief naming.
Diagnose the current OMC session or repo state using logs, traces, state, and focused reproduction
Debug a Pulumi update or preview that failed: read the failure Pulumi already recorded, find what caused it, and fix it.
Systematic Godot debugging decision trees for physics, signals, rendering, navigation, and input issues