Generate plugin architecture plan with agent roles, skill-movement mapping, hook strategy, and command routing. Trigger: plan architecture, design plugin structure, architect plugin, plugin architecture, plan plugin layout.

Design MOAT asset strategy per skill: which subdirectories needed, what content they contain, naming conventions. Trigger: plan MOAT, MOAT strategy, asset planning, reference planning, plan skill assets.

Generate production-ready agent .md and command .md files from designs. Enforces plugin subagent constraints and alias linkage. Trigger: spec agent, spec command, generate agent file, write command file, create agent specification.

Generate production-ready SKILL.md and MOAT asset files from a skill design. Enforces MOAT quality dimensions (>=7 on all 6), 500-line body limit, progressive disclosure. Trigger: spec skill, generate skill spec, write SKILL.md, create skill specification, produce skill MOAT.

Validates frontmatter and body structure of all skills, agents, and commands in a plugin. Triggers: validate components, check frontmatter, component audit, skill validation.

Validates cross-reference integrity across all plugin components. Detects broken references, orphaned skills, missing aliases, and settings.json inconsistencies. Triggers: validate cross-refs, check references, dependency audit, orphan detection.

Generate a technical design document from a feature spec — selects frameworks, defines data models, produces API contracts, and creates a dependency-ordered implementation strategy. Use when planning how to build a feature, writing a technical design doc, choosing libraries, defining database schemas, or setting up Tessl tiles for runtime library knowledge.

Create or update a CONSTITUTION.md that defines project governance — establishes coding standards, quality gates, TDD policy, review requirements, and non-negotiable development principles with versioned amendment tracking. Use when defining project rules, setting up coding standards, establishing quality gates, configuring TDD requirements, or creating non-negotiable development principles.

Report a bug against an existing feature — creates a structured bugs.md record, generates fix tasks in tasks.md, and optionally imports from or creates GitHub issues. Use when fixing a bug, reporting a defect, importing a GitHub issue into the workflow, or triaging an error without running the full specification process.

Designs cache architectures using cache-aside, write-through, write-back patterns with invalidation and CDN strategies. Trigger: "caching strategy", "cache architecture", "cache invalidation", "CDN design", "cache patterns".

Pipeline health, build times, flakiness, and deployment strategy analysis. Trigger: "analyze CI/CD", "pipeline health", "build times", "deployment strategy".

Designs CI/CD pipeline architecture including stages, quality gates, artifact management, and deployment strategies. Trigger: "CI/CD pipeline", "build pipeline", "deployment pipeline", "continuous delivery setup".

7R assessment, workload classification, wave planning, and cutover strategy for cloud migration programs. Trigger: "cloud migration", "7R", "workload migration", "wave planning", "cutover", "replatform", "refactor".

Container orchestration, service mesh design, serverless patterns, multi-cloud strategy, and FinOps optimization for cloud-native systems. Trigger: "cloud native", "containers", "kubernetes", "service mesh", "serverless", "multi-cloud", "FinOps".

Designs code review checklists, severity classification, and automated check integration for consistent PR reviews. Trigger: "code review checklist", "review framework", "PR review standards", "review automation".

Identifies code smells, anti-patterns, and structural decay in codebases using systematic pattern matching. Trigger: detect smells, find anti-patterns, review code quality, check code hygiene.

Cyclomatic complexity, coupling, cohesion, and size metrics measurement. Trigger: "measure complexity", "code metrics", "coupling analysis", "cohesion".

Analyzes build vs buy decisions, licensing models, TCO calculations, and value capture strategies. Trigger: "build or buy", "licensing analysis", "TCO", "commercial model".

Regulatory and standards compliance assessment — GDPR, SOX, PCI-DSS, HIPAA, ISO 27001 patterns in code. Use when user asks to "assess compliance".

Designs modular architecture with clear boundaries, interface contracts, and dependency rules. Trigger: "design components", "module boundaries", "interface contracts", "component architecture".