Explorar skills

Rebuild the knowledge tag index. Scans promoted files, normalizes tags, flags untagged files, suggests freeform-to-known promotions, detects stale files, suggests cross-references, updates project-to-tag mappings, and regenerates index.md. Use when user says '/index', 'rebuild index', 'update index', 'reindex knowledge'. Also called automatically by /audit-knowledge. (Code port — ADR-094.)

Load relevant knowledge by topic. Queries the tag index and presents matching promoted files for selective loading into context. Use when user says '/context stripe', '/context api pagination', '/context ss', 'load knowledge about...', 'what do we know about...'. (Code port — ADR-094.)

Extract structured requirements (F-xx) from user input. Outputs JSON to .copilot-tracking/

Auto-generate documentation from code — docstrings, API references, README files, and changelog entries.

Create and enforce brand identity guidelines — logo usage, color palettes, typography, tone-of-voice, and asset libraries.

Profile and optimize application performance — algorithmic complexity, caching strategies, database queries, and bundle size.

Spring Boot 4 REST API implementation patterns. Use when creating REST controllers, REST endpoints, request validation, exception handlers with ProblemDetail (RFC 9457), API versioning, content negotiation, WebFlux reactive endpoints, HTTP clients with @HttpExchange, JSON serialization with Jackson 3, error handling, or CORS configuration. Covers @RestController patterns, Bean Validation 3.1, glob

Build end-to-end ML pipelines — data prep, feature engineering, model training, evaluation, and MLflow tracking.

Create technical documentation — API docs, user guides, runbooks, architecture decision records, and onboarding guides.

Build n8n automation workflows — nodes, expressions, error handling, and self-hosted deployment.

Scaffold production-ready REST APIs with authentication, rate limiting, validation, and OpenAPI docs.

Write optimized Dockerfiles — multi-stage builds, layer caching, security hardening, and minimal image sizes.