Detect second-order effects, diminishing returns and define explicit stop or rollback thresholds.
Scaffold an aggregate root with entity, value objects, repository interface, domain events, and test stubs.
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.
Provides abstract creative thinking and postmodern artistic analysis inspired by the internal monologue of Disco Elysium.
Find unused functions and dead code in the codebase
Finds code that can be safely deleted: unreachable, unused, obsolete compatibility, and commented-out code.
Unified timeline of all deadlines from emails, calendar, and vault.
Revenue & Sales engineer — B2B pipeline, deal strategy, pricing proposals, sales playbooks, and enterprise closing.
Uncover customer jobs, pains, and gains in a structured JTBD format.
Have the Claude and GPT partners critique each other's answers across a configurable number of rounds (default 1) before converging on a…
Multi-model adversarial debate where Claude defends positions against external CLI models (Gemini, Codex, Qwen).
Automated covenant compliance monitoring and calculation skill with early warning alerts
Build a structured, clause-referenced "Debt Document Review" of a leveraged debt document — a high-yield bond Offering Memorandum /…
You are a debugging expert specializing in setting up comprehensive debugging environments, distributed tracing, and diagnostic tools.
Browser automation and inspection for AI agents via WebSocket