query-expert
Ask an agent expert a question using its expertise mental model. Use for quick domain-specific answers without code exploration.
reduce-delegate-framework
Apply R&D framework to optimize prompts and context. Use when optimizing context window usage, reducing prompt size, delegating to specialized agents, or applying systematic context management.
resolve-failed-e2e-test
Analyze a failed E2E test, fix the underlying issue, and verify the fix. Use after /test-e2e reports failures.
resolve-failed-test
Analyze a failed test, fix the underlying issue, and verify the fix. Use after /test reports failures.
review-workflow-design
Design spec-based review workflows with visual proof and issue classification. Use when setting up review processes, validating against specifications, or implementing screenshot-based visual validation.
scaffold-layer
Create minimum viable agentic layer structure for a project. Use when adding agentic capabilities to a new project.
scout-and-build
Execute the scout-then-build pattern for a feature implementation. Use when you need to explore the codebase before implementing changes.
seed-expertise
Generate initial expertise.yaml from codebase exploration. Use to bootstrap a new agent expert's mental model.
self-improve-prompt-design
Write self-improve prompts that sync expertise files with codebase reality. Use when creating maintenance workflows for agent experts, designing validation logic, or implementing the LEARN step of Act-Learn-Reuse.
ship
Validate state and merge branch to main for production deployment. Use as final ZTE step after all checks pass.
standard-out-setup
Add console output and logging to make errors visible to agents. Standard out is a critical leverage point - without it, agents cannot see errors or understand application state. Use when agents fail silently, when debugging agentic workflows, or when setting up a new codebase for agentic coding.
start-adw
Start an AI Developer Workflow with composable steps. Use when executing plan_build, plan_build_review, or plan_build_review_fix workflows.
inverse-conway
Align architecture and team structure using inverse Conway maneuver
swimlane-visualization
Design swimlane UI patterns for visualizing ADW execution. Use when building observability dashboards, monitoring agent workflows, or creating real-time status displays.
system-prompt-engineering
Design effective system prompts for custom agents. Use when creating agent system prompts, defining agent identity and rules, or designing high-impact prompts that shape agent behavior.
task-based-multiagent
Set up task-based multi-agent systems with shared task files. Use when setting up parallel agent execution, designing worktree isolation patterns, or implementing task file coordination.
template-engineering
Guide creation of meta-prompt templates that encode engineering workflows into reusable, scalable units. Use when creating slash commands that generate plans, designing workflow templates, or encoding team best practices into agentic prompts.
template-meta-prompt-creation
Create Level 6 template meta-prompts that generate other prompts. Use when building prompt generators, designing high-leverage meta-prompts, or creating templates that scaffold other prompts.
test-e2e
Execute end-to-end test specification and report results. Use after implementation to validate user journeys before review.
test-suite-setup
Set up test validation commands for any project type. Use when configuring test runners, setting up validation commands for a new project, or enabling closed-loop agent workflows.
test
Run project test suite and report results in structured JSON format. Use to validate implementation before commit or review.
tool-design
Create custom tools using the @tool decorator for domain-specific agents. Use when building agent-specific tools, implementing MCP servers, or creating in-memory tools with the Agent SDK.
tools
List all available Claude Code tools with their parameters and capabilities. Use to understand current tool availability before starting a task.
track-kpis
Calculate and update agentic coding KPIs to measure ZTE progression. Use after completing an ADW cycle to track metrics.
upgrade-prompt
Upgrade an existing prompt to a higher level. Use when a prompt needs more advanced capabilities (control flow, delegation, etc.).
validate-workflow
Validate AI Developer Workflow step outputs and contracts. Use when verifying workflow step completeness before proceeding.
zte-progression
Guide progression from In-Loop to Out-Loop to Zero-Touch Engineering. Use when assessing agentic maturity, planning ZTE progression, or identifying requirements for autonomous operation.
cognitive-load-assessment
Measure and manage team cognitive load
cognitive-load
Assess and optimize team cognitive load using cognitive load theory. Use for team health analysis and workload optimization.
interaction-patterns
Team interaction modes and their evolution over time
team-api-design
Define team interfaces, contracts, and communication boundaries
team-structure
Design team topology using Team Topologies principles. Use for organizational design, team restructuring, or evolving team structure.
team-topologies
Four fundamental team types and interaction modes from Team Topologies
dynamic-schema-design
Use when implementing flexible content schemas using EF Core JSON columns, `OwnsOne().ToJson()` patterns, or designing dynamic field storage that avoids migrations. Covers JSON column configuration, LINQ querying of JSON properties, indexing strategies, and schema evolution patterns for headless CMS architectures.
headless-api-design
Use when designing content delivery APIs for headless CMS architectures. Covers REST and GraphQL API patterns, content preview endpoints, localization strategies, pagination, filtering, caching headers, and API versioning for multi-channel content delivery.
image-optimization
Use when implementing responsive images, format conversion, focal point cropping, or image processing pipelines. Covers srcset generation, WebP/AVIF conversion, lazy loading, and image transformation APIs for headless CMS.
map-relationships
Visualize content relationships as a dependency graph. Shows how content types reference each other.
media-asset-management
Use when designing digital asset management systems, media libraries, upload pipelines, or asset metadata schemas. Covers media storage patterns, file organization, metadata extraction, and media APIs for headless CMS.
model-content
Design content type schema with fields, validation, and relationships. Use for content modeling workshops or quick schema design.
multi-site-theming
Use when implementing per-site themes, white-labeling, or brand override systems. Covers tenant-specific branding, theme inheritance, CSS variable hierarchies, and dynamic theme switching for multi-site CMS architectures.
navigation-architecture
Use when designing menu systems, breadcrumbs, mega-menus, or navigation APIs. Covers menu hierarchies, dynamic vs static navigation, mobile navigation patterns, and navigation endpoint design for headless CMS.
optimize-images
Design responsive image pipeline with srcset, modern formats, and lazy loading. Framework-specific implementations.
page-structure-design
Use when designing page hierarchies, page templates, layout zones, or sitemap structures. Covers page sets, template inheritance, component zones, and page tree APIs for headless CMS architectures.
plan-sitemap
Generate sitemap and URL routing strategy. Creates XML sitemaps, URL patterns, and redirect rules.
taxonomy-architecture
Use when designing category hierarchies, tag systems, faceted classification, or vocabulary management for content organization. Covers flat vs hierarchical taxonomies, term relationships, multi-taxonomy content, and taxonomy APIs for headless CMS.
url-routing-patterns
Use when designing URL structures, slug generation, SEO-friendly URLs, redirects, or localized URL patterns. Covers route configuration, URL rewriting, canonical URLs, and routing APIs for headless CMS.
cursor-docs
Single source of truth and librarian for ALL Cursor documentation. Manages local documentation storage, scraping, discovery, and resolution. Use when finding, locating, searching, or resolving Cursor documentation; discovering docs by keywords, category, tags, or natural language queries; scraping from llms.txt; managing index metadata (keywords, tags, aliases); or rebuilding index from filesystem. Run scripts to scrape, find, and resolve documentation. Handles doc_id resolution, keyword search, natural language queries, category/tag filtering, alias resolution, llms.txt parsing, markdown subsection extraction for internal use, hash-based drift detection, and comprehensive index maintenance.
api-portal-design
API documentation and developer portal design
arc42-documentation
arc42 architecture documentation template and guidance
c4-documentation
C4 model architecture visualization and documentation
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