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Code Review
Development
Reviews code for bugs, security vulnerabilities, performance issues, and adherence to best practices. Provides actionable feedback with specific suggestions and code examples. Activates when you ask for code review, request feedback, or want to improve existing code.
Eric Zimmerman Tools for Windows Artifact Analysis
Security
Learn to analyze Windows artifacts using Eric Zimmerman's open-source tools (KAPE, MFTECmd, PECmd) to examine registry hives, prefetch files, and event logs.
Unshelve Session
Productivity
Search for and resume a previously shelved session. Uses an MCP tool to retrieve bookmarks.
Expert Skill Creation & Management
Development
Create, refine, review, and retire reusable skills. Optimized for learn-once, reuse-forever with retrieval protocols and lifecycle operations.
Enrich Notebooks
Development
Add pedagogical markdown content to Jupyter notebooks. Enhance structure, execute code, fix errors, and validate placements of cells.
Create POML task files from project plan decomposition
Productivity
Decompose a project plan into numbered POML task files for systematic AI-assisted execution. Turns plan.md WBS into executable task files.
Complete and archive milestone
Development
Archives a completed milestone by creating historical copies of the roadmap and requirements, updating the project state, and creating a version tag. Helps maintain a clear project history and ensures the planning files are clean for the next milestone. Useful when shipping a version to preserve the milestone's accomplishments and scope.
Iterative Web Development Workflow
Development
Manage long-running AI agent development projects with incremental progress, scoped features, and E2E verification.
AI Prompt Engineering Safety Review
Security
Comprehensive framework for analyzing and improving AI prompts, focusing on safety, bias, security, and effectiveness.
Dev Toolbar Review Guide
Development
Safety rules for the dev toolbar, PostHog client, and feature flags. Use when reviewing changes to dev-tools and related files, covering environment guards, override cookies, and SSE stream safety.
UI design contract generation for frontend phases
Development
Generates a UI design contract (UI-SPEC.md) for frontend phases. Orchestrates UI research and verification end-to-end.
Vertex AI ADK Infra Expert
DevOps
Provision Vertex AI ADK infrastructure with Terraform: secure networking, IAM, Agent Engine runtime, code execution sandbox, and Memory Bank.