
Publisher on askill
Activate when user wants to save knowledge, search past decisions, or manage persistent memories. Handles architecture patterns, implementation logic, issues/fixes, and past implementations. Uses loca...
Activate when setting up MCP servers, resolving MCP tool availability, or configuring fallbacks for MCP-dependent features. Configures and troubleshoots MCP (Model Context Protocol) integrations.
Activate when user presents a large story or epic that needs decomposition. Activate when a task spans multiple components or requires coordination across specialists. Creates work items in .agent/que...
Activate when user needs database work - schema design, query optimization, migrations, data modeling. Activate when @Database-Engineer is mentioned or work involves database design or performance tun...
Activate when performing infrastructure, VM, container, or cloud operations. Ensures safety protocols are followed and blocks destructive operations by default. Mirrors agent-infrastructure-protection...
Activate when user needs CI/CD or deployment work - pipeline design, deployment automation, release management. Activate when @DevOps-Engineer is mentioned or work involves build systems or infrastruc...
Activate when user has a large task to break into smaller work items. Activate when user asks about work queue status or what remains to do. Activate when managing sequential or parallel execution. Cr...
Activate when user needs test planning or QA strategy - test frameworks, quality metrics, test automation. Activate when @QA-Engineer is mentioned or work requires comprehensive quality assurance appr...
Activate when user needs AI/ML work - model integration, behavioral frameworks, intelligent automation. Activate when @AI-Engineer is mentioned or work involves machine learning, agentic systems, or A...
Activate when starting new work to check for established patterns. Activate when ensuring consistency with team standards or when promoting successful memory patterns. Searches and applies best practi...
Activate when user asks for improvement suggestions, refactoring ideas, or "what could be better". Analyzes code and provides realistic, context-aware proposals. Implements safe improvements AUTOMATIC...
Activate when user needs infrastructure or system operations work - system reliability, monitoring, capacity planning. Activate when @System-Engineer is mentioned or work involves configuration manage...
Activate when user needs UI/UX design work - interface design, user research, design systems, accessibility. Activate when @Web-Designer is mentioned or work requires visual design or user experience...
Activate when a subagent completes work and needs continuation check. Activate when a task finishes to determine next steps or when detecting work patterns in user messages. Governs automatic work con...
Activate when needing configuration values like git.privacy, autonomy.level, paths.*, team.default_reviewer. Retrieves ICC settings using dot notation from config hierarchy.
Activate when user needs requirements gathering - business analysis, specification development, user stories. Activate when @Requirements-Engineer is mentioned or work requires bridging business and t...
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