Produces structured functional specifications including use cases, business rules, and complexity/risk matrices. Trigger: "write the spec", "functional requirements", "use case analysis".

Systematic scan across 10 friction categories affecting development velocity. Trigger: "detect friction", "what's slowing us down", "friction analysis", "velocity blockers".

Maps business processes, data flows, and integration points into visual sequence diagrams and dependency graphs. Trigger: "map the flow", "show me how data moves", "integration diagram".

Discover, evaluate, and install agent skills from the open ecosystem (skills.sh, GitHub, local plugins). Searches across Skills CLI, skills.sh leaderboard, and local plugin catalogs to recommend the best match. Trigger: find a skill, how do I do X, is there a skill for, can you do X, extend capabilities, search skills, install skill, discover skill, skill marketplace, skills.sh.

Generates specific file create/modify/delete plans with impact analysis and dependency tracking. Trigger: "plan file changes", "what files need to change", "impact analysis for changes".

Crafts technical business cases with ROI justification, value pillars, and executive-ready framing. Trigger: "executive summary", "business case", "pitch the solution", "ROI".

Applies a 10-point quality rubric to every artifact with iterative refinement until excellence criteria are met. Trigger: "excellence check", "quality rubric", "review artifact", "quality loop", "refine output".

Tags every claim with [HECHO]/[INFERENCIA]/[SUPUESTO] evidence classification for zero-hallucination output. Trigger: "classify evidence", "tag claims", "evidence levels", "zero hallucination", "fact check output".

Designs event-driven architectures using event sourcing, CQRS, and message broker selection. Trigger: "event-driven architecture", "event sourcing", "CQRS", "message broker", "pub/sub design".

Event catalog design, schema registry management, eventual consistency patterns, saga orchestration, and CQRS implementation. Trigger: "event architecture", "event-driven", "event catalog", "schema registry", "saga", "CQRS", "eventual consistency".

Capability mapping, domain decomposition, technology radar, and strategic roadmap generation for enterprise-scale software systems. Trigger: "enterprise architecture", "capability map", "technology radar", "strategic roadmap", "domain decomposition".

Activates a context-adaptive domain expert lens that adjusts depth and vocabulary to the subject matter at hand. Trigger: "act as SME", "domain expert", "deep expertise on".

Generates README files, API documentation, operational runbooks, and Architecture Decision Records (ADRs). Trigger: "generate docs", "write README", "create runbook", "write ADR", "API documentation".

Documentation freshness, coverage, accuracy, and maintainability assessment. Trigger: "audit docs", "documentation review", "doc coverage", "README check".

C4 model diagrams, component relationships, and architectural pattern identification. Trigger: "map architecture", "C4 diagram", "component diagram", "system context".

Orchestrates full technical analysis pipelines, coordinating multiple skills and agents into coherent discovery workflows. Trigger: "run discovery", "full analysis", "orchestrate pipeline".

Produces structured handover packages that bridge analysis to implementation, ensuring zero knowledge loss. Trigger: "handover", "transition to implementation", "delivery package".

Designs RPO/RTO targets, failover procedures, backup strategies, and tabletop exercises for disaster recovery. Trigger: "disaster recovery", "DR plan", "RPO RTO", "failover", "backup strategy", "business continuity".

Root cause analysis, risk detection, technical debt quantification, and friction identification. Trigger: diagnose issue, find root cause, assess risk, quantify debt, detect friction.

CI/CD security hardening, SLSA supply chain levels, secrets management, SAST/DAST integration, and shift-left security practices. Trigger: "devsecops", "CI/CD security", "SLSA", "supply chain", "SAST", "DAST", "shift-left security".