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Pre-Write Gate Dispatcher
Development
Vendor-neutral wrapper for the pre-write quality gate. Dispatches to vendor-specific validators based on configured tracker.
Repository Audit & Edit Plan
Development
Audit the MCOS repository state before implementing a phase. Create a file-by-file edit plan, identify conflicts, tests, and validation commands.
Global Conventions
Development
Follow project-wide development conventions including consistent project structure, clear documentation, version control best practices, environment configuration, and dependency management.
Create or Update a Pull Request
Development
Open or update a pull request using the JellyRock template, automatically fill issues and docs sections, and run journal hygiene judgment passes before pushing.
Scaffold dbt-lineage product skills
Development
Scaffold a new product skill under skills/dbt-lineage/ matching the repo's SKILL.md conventions.
ADR Review
Documentation
Accept or reject a proposed ADR at the owner's direction, updating status, index, and log entries accordingly.
JUnit & Mockito Unit Test Pattern
Testing
Java unit test pattern using JUnit Jupiter and Mockito: mock field ordering, given/when/then phases, matchers in when() and real values in verify().
Password Strength Analyzer
Security
Automated assistance for password strength analysis, covering security fundamentals, authentication, and validation.
Vibiz Runtime Repair
Development
Repair real failures in the sandboxed app: build, boot, render, auth, AI routes, offers, deployment. Focused fixes, preserve behavior, avoid secret exposure.
Academic Figure Generation
Documentation
Generate framework diagrams and statistical charts from method text using PaperBanana multi-agent framework, and create draw.io diagrams with embedded logo images.
Specification Writing
Documentation
This skill assists in writing and formatting specifications for sprint and agentic development. It provides guidance on structuring specs.md files, defining scope, and articulating sprint requirements. Use it when you need to create clear, actionable specifications for development tasks.
Read-only Session Orientation
Productivity
Produce a read-only situation report from durable and off-thread state (ledgers, handoffs, git) plus the conversation, to answer where we stand, what we're doing, and why.