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ML Server Docker Builder
Development
Builds Docker containers for ML server components (FinRL, StockMixer, etc.). Supports options like --no-cache, --push, --cpu, or building a specific model.
Structured Investigation
Development
Creates a dated investigation folder under scratch/ with a README to guide empirical research. Helps trace code paths, document system architecture, investigate bugs, explore technical feasibility, or research design options. Intended for complex multi-step investigations, not simple questions.
Git Advanced Workflows
Development
Covers interactive rebase, cherry-picking, git bisect, worktrees, and reflog. Helps maintain clean commit history, apply specific commits across branches, find bug introductions, and recover from mistakes. Ideal for cleaning up feature branches before PRs, multi-branch development, and troubleshooting.
Git Master
Development
Handles advanced git operations including branch management, merge conflict resolution, and history rewriting. Provides safe workflows with explicit confirmation for destructive commands like force push and rebase. Helps developers maintain clean commit history and recover from common git issues.
Countdown - Pre-Implementation Validation
Development
Runs the 'Oracle' agent to create or refine an implementation plan, then launches parallel review agents (Mission Control, Telemetry, Flight Director) to validate the plan. Agents grade the plan on completeness, test strategy, and architecture; only when all three give an 'A+' grade does the plan proceed to implementation. This skill reduces implementation risk by catching gaps early through structured pre-implementation validation.
View Shella Logs
Development
View Shella daemon and plugin logs from ~/.local/state/shella/dev.log. Supports filtering by plugin name, error level, or showing recent lines. Useful for debugging issues, checking what happened, or monitoring plugin output.
ORM Query Optimizer
Development
Analyze and optimize ORM queries to prevent N+1 problems, add proper indexing, and improve database performance.
Tmux Debug
Development
Captures screen content from tmux panes to debug terminal sessions, monitor background processes, or inspect command output. Helps when you need to see what is running in another tmux pane without switching to it. Useful for examining scrollback history or checking on long-running processes.
Urdu Language Support
Development
Implement Urdu language support including right-to-left (RTL) layout, Urdu translations for the UI, and AI responses in Urdu. This is a bonus feature for Phase 5 of the hackathon, adding 100 points.
OpenSpec Workflow Management (OpsX)
Development
OpenSpec Workflow (OpsX) manages the lifecycle of specification-driven development changes using commands like onboard, new, fast-forward, apply, and archive. It structures changes from proposal through planning, implementation, and archival into standardized artifacts within a .openspec directory. This skill is useful for teams following the OpenSpec methodology to maintain consistency and traceability across development changes.
Start Astro Development Server
Development
Starts the Astro development server using `npm run dev`. The site becomes available at http://localhost:4321 with hot reload enabled for rapid development.
GitHub Milestone Analyzer
Development
Analyzes GitHub milestone progress: shows status of a specific version (open/closed issues, description) or lists all open milestones. Helps when discussing release versions or tracking project milestones.