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Pre-merge Behaviour QA
Testing
Verify a PR or branch actually behaves to spec before merge: spin up an isolated dev slot, seed, drive the changed flow via API and headless browser, prove acceptance criteria, then tear down.
Database Operations
Development
Manages PostgreSQL database via Prisma for a backend project. Runs actions like migrations, seeding, reset, Prisma Studio, schema inspection, client generation, and status checks. Use when you need to modify or inspect the database, such as applying new migrations or seeding test data.
Working guide for mlperf-automations
Development
Compact task-oriented guide for working with the mlperf-automations repo and mlcflow CLI. Includes playbooks for understanding, adding scripts, and variations.
Scientific Claim Audit
Content
Audit claims, causal chains, and conclusions in manuscripts or design docs for scientific rigor.
My Skill Name
Development
Describes what this skill does and when to use it.
PM Alias for Horizon
Productivity
Backward-compatible alias for @horizon. Redirects immediately to the Horizon skill for VNX strategic planning.
Confidence-based Model Tier Escalation
Development
Defines when to escalate agent tasks from Haiku to Sonnet to Opus based on confidence signals like test failures, clippy warnings, or repeated rejections. Enforces a never-skip-tiers rule and includes a diagnostic step to distinguish model capability issues from other problems. Use this skill when an agent fails or underperforms to systematically determine the correct tier.
Datagrok UI Building Guidelines
Development
Rules and patterns for building UI components, viewers, dialogs, and drag-and-drop in Datagrok TypeScript packages.
Crisis Management Platform
Content
Crisis response platform integration and real-time monitoring.
Systematic Debugging with Persistent State
Development
Systematic debugging workflow using scientific method and subagent isolation, with persistent state across context resets.
SEO and AEO Content Analysis
Content
Analyze content visibility for search engines and AI answer engines. Evaluate titles, meta descriptions, headings, and structure to improve SEO and AEO.
Hydrological Modeller
Data & AI
Expert in statistical hydrology, machine learning, and numerical modelling for hydrological forecasts. Provides scientific review of model implementations and forecast quality.