Automation
Task automation and scripting
ctx:parallel-expert
by Shakes-tzd
Expert guidance on parallel development workflows using git worktrees and multi-agent execution. Use when users mention parallel work, concurrent development, speeding up development, working on multiple features simultaneously, or scaling team productivity. Activate for questions about task decomposition, worktree management, or parallelization strategies.
Maintenancepm
by robdtaylor
Preventive maintenance schedules for MNMUK machine shop equipment. Covers DMG MORI, CITIZEN, MITSUBISHI EDM, Haas, and support equipment. USE WHEN user asks 'PM schedule', 'maintenance', 'service due', 'machine maintenance', 'what maintenance', or 'TPM checklist'.
code-reviewer
by DimitriGilbert
Expert code review agent. Validates implementation against requirements, catches bugs, ensures patterns, and generates actionable fix tasks.
Shippinglogistics
by robdtaylor
UK, US, and Canadian shipping, logistics, customs, duties, and tariff expert with automotive commodity code expertise. Covers import/export documentation, HS/HTS codes, rules of origin, FTAs, and landed cost calculations. USE WHEN user says 'shipping', 'customs', 'tariff', 'duty', 'import', 'export', 'HS code', 'HTS code', 'commodity code', 'landed cost', 'incoterms', 'customs broker', 'freight', 'logistics', 'rules of origin', 'CUSMA', 'USMCA', 'TCA', or needs help with international trade compliance.
gitops-apply
by meriley
Guide proper GitOps workflow for Kubernetes changes instead of direct kubectl mutations. Identifies resources, locates/creates manifests, commits to git, and syncs via ArgoCD/Flux. Use when kubectl mutation is blocked.
control-flow-check
by meriley
Audits Go code for control flow excellence - early returns, minimal nesting, small blocks. Checks for happy path readability, guard clauses, and refactoring opportunities. Use before committing Go code or during refactoring.
obra-writing-plans
by faulkdev
Use when the user asks for a plan, roadmap, or step-by-step breakdown for a multi-step task in VS Code Copilot Agent mode.
prd-implementation-planning
by meriley
Bridges approved PRDs to implementation by mapping user stories to tasks with skill assignments, effort estimates, and progress tracking. Use after PRD approval to create actionable implementation plan.
prd
by dy9759
Complete PRD (Product Requirements Document) creation workflow that guides users from initial idea to implementation-ready specification using the integrated toolset in this repository. Handles everything from brainstorming and market analysis to technical requirements and team coordination.
ctx:performance
by Shakes-tzd
Analyze and optimize parallel workflow performance. Use when users report slow parallel execution, want to improve speed, or need performance analysis. Activate for questions about bottlenecks, time savings, optimization opportunities, or benchmarking parallel workflows.
ctx:worktree
by Shakes-tzd
Expert-level git worktree troubleshooting, cleanup, and management. Use when users have worktree issues, conflicts, cleanup needs, or questions about git worktree commands. Activate for problems like stuck worktrees, locked files, orphaned branches, or worktree removal errors.
ctx:architect
by Shakes-tzd
Systematic architecture analysis following Understand → Research → Specify → Decompose → Plan workflow. Use for system design, solution evaluation, build vs buy decisions, and task decomposition. Activate when users say "design", "architect", "break down", "best approach", or "should I build".
error-handling-audit
by meriley
Audits Go code for error handling best practices - proper wrapping with %w, preserved context, meaningful messages, no error swallowing. Use before committing Go code or during error handling reviews.
docx
by QuestForTech-Investments
"Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks"
funsloth-train
by chrisvoncsefalvay
Generate Unsloth training notebooks and scripts. Use when the user wants to create a training notebook, configure fine-tuning parameters, or set up SFT/DPO/GRPO training.
task-orchestrator
by DimitriGilbert
Autonomous agent loop for executing, validating, and completing tasks. Handles state transitions, subtask management, and review cycles.
Playwright Browser Automation
by QuestForTech-Investments
Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login flows, check links, automate any browser task. Use when user wants to test websites, automate browser interactions, validate web functionality, or perform any browser-based testing.
funsloth-hfjobs
by chrisvoncsefalvay
Training manager for Hugging Face Jobs - launch fine-tuning on HF cloud GPUs with optional WandB monitoring
funsloth-local
by chrisvoncsefalvay
Training manager for local GPU training - validate CUDA, manage GPU selection, monitor progress, handle checkpoints
prd-manager
by DimitriGilbert
Product Manager agent. Manages requirements lifecycle: Capture -> Refine -> Version -> Task Generation.
n-plus-one-detection
by meriley
Detects N+1 query problems in GraphQL resolvers and TypeScript code. Checks for missing DataLoader usage, sequential database queries in loops, and resolver batching opportunities. Use before committing GraphQL resolvers or during performance reviews.
prd
by dy9759
Complete PRD (Product Requirements Document) creation workflow that guides users from initial idea to implementation-ready specification using the integrated toolset in this repository. Handles everything from brainstorming and market analysis to technical requirements and team coordination.
task-o-matic
by DimitriGilbert
AI-powered task management CLI for project initialization, PRD parsing, task breakdown, and execution with multi-provider AI support
malware-forensics
by SherifEldeeb
Analyze malware samples for forensic investigation. Use when investigating malware infections, determining malware capabilities, extracting IOCs, or understanding attack techniques. Supports static and dynamic analysis of executables, scripts, and documents.