Code Review
Automated code review and analysis
schema-drift-detector
by carmandale
Detects unrelated schema.rb changes in PRs by cross-referencing against included migrations. Use when reviewing PRs with database schema changes.
4P Opportunity Framework
by Coowoolf
Evaluate opportunities by assessing Potential BEFORE Probability, then check Passion and Prowess. Prevents risk aversion from killing high-upside ideas.
backend-laravel
by kieutrongthien
Build, maintain, and debug Laravel backends (API and web).
resolve_todo_parallel
by carmandale
Resolve all pending CLI todos using parallel processing
consistent-aliases
by marius-townhouse
Use when narrowing doesn't work as expected. Use when using variables for object properties. Use when refinements are lost.
pr-screenshot
by madeyexz
Add before/after comparison screenshots to a PR using browser automation. Captures UI on the base branch and the PR branch, saves to docs/screenshot/, and updates the PR body with a side-by-side comparison table using GitHub CDN URLs.
Builder Operating Model
by Coowoolf
Shift from rigid roles (PM, Designer, Engineer) towards a model where individuals use AI to bridge skill gaps, enabling smaller and flatter teams. Use in early-stage startups or innovation units where speed is critical.
claude-code-setup-claude-automation-recommender
by monkey1sai
Analyze a codebase and recommend Claude Code automations (hooks, subagents,
assistant
by violetio
Personal assistant for daily routines, task management, and productivity
note-management
by sidetoolco
Specialized skill for organizing, searching, and maintaining the extensive notes system (17,000+ markdown files). Use when creating, organizing, searching, or maintaining documentation across business, personal, and project notes.
editor-interrogation
by marius-townhouse
Use when debugging type inference. Use when types behave unexpectedly. Use when learning unfamiliar code.
crypto-weakness
by tangjunyi23
Cryptographic weakness and insecure crypto implementation hunting in IoT firmware. Use when analyzing encryption implementations, TLS/SSL configurations, key management, random number generation, or any cryptographic operations in embedded device firmware. Triggers on crypto analysis, weak encryption, insecure TLS, or key management tasks.
proxmox-admin
by Bldg-7
Proxmox Virtual Environment operational expertise for AI agents - VM lifecycle, LXC containers, storage management, backup strategies, HA configuration, and troubleshooting
git-description
by cuozg
Generate and apply a structured PR description by investigating all changed files — use for 'PR description', 'write PR description', 'generate PR description', 'describe this PR'
cruise-control
by jschulte
Automatic mode - shift through all 6 gears sequentially without stopping. Like cruise control or automatic transmission, this runs the entire StackShift workflow from analysis to implementation in one go. Perfect for unattended execution or when you want to let StackShift handle everything automatically.
gtm-lifecycle
by jforksy
Design expansion playbooks, churn prevention signals, renewal processes, and feature adoption campaigns
GitHub About
by alfredang
Auto-update GitHub repo description, live site URL, and topics. Analyzes your codebase to generate a compelling description, detects deployment URLs, and adds relevant topics. Use when setting up a repo, after deploying, or to polish your GitHub presence. Use when the user says "update github about", "update repo about", "set repo description", "add topics", "update about section", "github about", or any reference to updating a GitHub repository's about/description/topics/homepage.
code-simplicity-reviewer
by carmandale
Final review pass to ensure code is as simple and minimal as possible. Use after implementation is complete to identify YAGNI violations and simplification opportunities.
context-status
by clearsmog
Show current context status and session health. Use to check how much context has been used, whether auto-compact is approaching, and what state will be preserved.
excellence
by clearsmog
Multi-agent document review (visual, pedagogy, proofreading, domain). Use for comprehensive quality check before milestones. Works with any supported file type.
python-code-review
by tasanakorn
Reviews Python code for PEP8 compliance, type hints, modern best practices (Python 3.9+), and code quality. Detects anti-patterns, validates documentation, and provides severity-based recommendations. Integrates with modern tooling (ruff, mypy, uv).
docker-volumes
by pluginagentmarketplace
Implement persistent storage with Docker volumes, bind mounts, and backup strategies
architecture-strategist
by carmandale
Analyzes code changes from an architectural perspective for pattern compliance and design integrity. Use when reviewing PRs, adding services, or evaluating structural refactors.
novel-writer
by CyangZhou
专为长篇网文创作设计的智能助手，支持从设定生成到正文撰写的全流程管理，包含智能质控与状态同步。(Yunshu Optimized)