Provides comprehensive guidance for DBeaver database tool including database connection, SQL editor, data management, and database…
Transforms messy project configurations into standardized, multi-platform Agent workspaces for Claude Code, Codex, and Grok.
Generates professional, deliverable business diagnosis reports by consolidating multiple session snapshots into structured Markdown…
Saves business diagnosis states and session progress to local Markdown files for cross-session continuity.
Diagnoses and optimizes short video openings to maximize audience retention and engagement across social media platforms.
dbt Core/Cloud data transformations, testing, documentation, and CI/CD.
Transform AI agents into experts on dbt project architecture and medallion layer patterns, providing guidance on structuring…
dbt (data build tool) patterns for model organization, incremental strategies, and testing.
Use when reviewing a new or changed dbt incremental model -- the strategy looks over-engineered, rebuild or delete behavior is unclear, or…
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.