Automation

FigJam plugin development workflow. Use when working on plugin code (code.ts, ui.ts), debugging WebSocket communication, or building the plugin.

Use this skill for multi-step development tasks. Latent Chain Mode reduces token usage by 70-80% through hidden-state reasoning with 4-phase workflow: analysis → plan → impl → review.

Orchestrate self-healing DevOps workflows with telemetry, Kubernetes control, and CI/CD automation; use when asked to design or operate autonomous infrastructure remediation, predictive scaling, or canary rollouts.

Expert at creating and modifying Claude Code slash commands. Auto-invokes when the user wants to create, update, modify, enhance, validate, or standardize slash commands, or when modifying command YAML frontmatter fields (especially 'model', 'allowed-tools', 'description'), needs help designing command workflows, or wants to understand command arguments and parameters. Also auto-invokes proactively when Claude is about to write command files (*/commands/*.md), or implement tasks that involve creating slash command components.

LYBTZYZS项目自动化工作流编排引擎，实现从需求到上线的全流程自动化。状态机驱动、5个关键确认点、Skills自动编排、断点恢复。将自动化率从60%提升到85%。触发关键词：开始新需求、启动workflow、自动化开发流程、orchestrate development

n8n workflow automation patterns and API integration. This skill should be used when creating n8n workflows, using webhooks, managing workflows via REST API, or integrating n8n with MCP servers. Covers workflow JSON structure, node patterns, and automation best practices.

Use when asked to compare multiple ML models, perform cross-validation, evaluate metrics, or select the best model for a classification/regression task.

Execute iterative refinement workflows with validation loops until quality criteria are met. Use for test-fix cycles, code quality improvement, performance optimization, or any task requiring repeated action-validate-improve cycles.

Advanced swarm orchestration patterns for research, development, testing, and complex distributed workflows

Use when starting any conversation - establishes mandatory workflows for finding and using skills, including using Skill tool before announcing usage, following brainstorming before coding, and creating TodoWrite todos for checklists

DX V3 workflow system, skills, slash commands, Beads issue tracking, and Serena code navigation. Handles skill creation, command configuration, workflow automation, and Beads/Serena integration. Use when working with developer workflows, creating skills, configuring commands, or Beads/Serena integration, or when user mentions DX improvements, skill creation, workflow automation, developer experience, "skill not found" errors, "command not working" errors, meta-workflow, DX tooling, or V3 system.

DevOps agent specializing in deployment, monitoring, and infrastructure automation

Increment semantic version numbers using controlled preview-then-apply workflow to update plugin metadata safely. Use when (1) after completing a set of changes that need version increment before release, (2) when preparing to sync versions across metadata files using sync-versions, (3) before creating a release tag or publishing to the marketplace, (4) when explicitly requested with a specific bump type, (5) after merging a pull request that requires version increment according to changelog, (6) when planning release schedules and need to calculate what the next version would be.

Condenses Claude Code session transcripts into readable summaries by filtering metadata, system notifications, and command artifacts. Use when the user wants to review, analyze, or understand what happened in a Claude Code session, view tool usage patterns, or export session data. Triggers when user mentions "analyze session", "review transcript", "condense logs", "what tools did I use", or similar workflow analysis requests.

Handles FABER workflow feedback requests - posting to issues and tracking responses

Apply when implementing new features, fixing bugs, or refactoring code. TDD ensures tests drive design and all code is covered.

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.

Decide when to use n8n workflows versus Next.js server actions for backend logic. Use when implementing complex multi-step workflows, AI agent pipelines, or external service integrations. Provides patterns for both runtime webhook integration and development-time architectural decisions.

Self-learning workflow system that tracks what works best for your use cases. Records experiment results, suggests optimizations, creates custom templates, and builds a personal knowledge base. Use to learn from experience and optimize your LLM workflows over time.

Comprehensive Agile Scrum framework for Odoo ERP development with Finance Shared Service Center workflows, OCA community standards, CI/CD automation, BIR compliance, and multi-agency task management. Use when planning Odoo sprints, managing Finance SSC operations, deploying to DigitalOcean, or coordinating work across agencies (RIM, CKVC, BOM, JPAL, JLI, JAP, LAS, RMQB).