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Refactor ClaudeMix blog articles to eliminate duplication between free (introduction) and paid (main content) sections by adjusting abstraction levels. Use when user requests to refactor existing blog posts, me...
Diagnose runtime errors, test failures, and unexpected behavior. Use when encountering errors, test failures, build issues, or performance problems. Provides root cause analysis and fix proposals.
Maintains templates and config.json for npm run generate tool. Use when adding new templates, modifying existing templates, or updating generator configuration.
Docker development environment for machina-meta workspace. Use for container management, development stacks, database services, health checks, volume management, and infrastructure. The single authoritative sou...
Git workflow for machina-meta workspace with submodules. Use ALWAYS for ALL git operations including commit, push, pull, status, diff, add, checkout, branch, tag, log, show, submodule updates. Enforces working...
Debug and trace MachinaMed medical agent errors in GKE environments. Use for investigating agent failures, tracing invocations, analyzing MALFORMED_FUNCTION_CALL errors, and generating comprehensive error repor...
Kubernetes container orchestration platform. Use for K8s clusters, deployments, pods, services, networking, storage, configuration, and DevOps tasks.
Debug and understand MachinaMed frontend UI data flow. Use for investigating UI display issues, tracing data from backend API to React components, and understanding how biomarkers and reference ranges are rende...
Break down implementation plans into schedulable bd (beads) issues with proper epics, tasks, dependencies, and estimates.
Invoke IMMEDIATELY via python script when user requests codebase analysis, architecture review, security assessment, or quality evaluation. Do NOT explore first - the script orchestrates exploration.
Build modern Rails interfaces with Hotwire (Turbo + Stimulus). Use when implementing: (1) Page navigation and form handling with Turbo Drive, (2) Partial page updates with Turbo Frames, (3) Real-time DOM update...
Deploy Rails applications with Kamal (Docker + SSH). Use when: (1) Creating or modifying deploy.yml configuration, (2) Setting up new server deployments, (3) Configuring kamal-proxy, SSL, or accessories, (4) Wr...
Integrate with Google's Gemini CLI for delegating tasks to Gemini. Use when you need an alternative AI perspective, Google Search grounding, parallel task execution, or want to leverage Gemini's 1M token contex...
Integrate with Claude Code CLI for delegating complex coding tasks. Use when you need to spawn a separate Claude Code instance to work on files, run tests, or perform multi-step coding operations in a specific...
Skill for resolving pull request merge conflicts in the Corrupt Video File Inspector project
Skill for creating and triaging issues in the Corrupt Video File Inspector project
Validate, critique, and iterate on generated specifications
Fast synchronization of activeContext.md and progress.md only. Lightweight alternative to full update for quick post-task documentation. NEW skill unique to memory-bank.
Read and summarize the current state of the documentation hub. Provides a quick overview of system architecture, module responsibilities, technology stack, and glossary terms.
Pre-planning and research for feature specifications
Comprehensive review and update of all Memory Bank files. Reads all 6 files, proposes targeted updates focusing on activeContext.md and progress.md, and validates results.
Mode 1 - Strategic planning with human approval before execution
Mode 2 - Structured execution with quality gates (Part 1-5) with pm-db tracking
Quick overview of Memory Bank state. Validates structure, reads all 6 files in hierarchical order, and presents formatted summary with staleness warnings.
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。