productivity▌

Guides competitor research for SEO, content, backlinks, and positioning. Use when planning content, auditing articles, building links, or evaluating market position.

Nest.js framework expert for module architecture, dependency injection, testing, and database integration. \n \n Diagnoses and resolves dependency injection issues, circular dependencies, and module configuration problems with proven solutions from 500+ real GitHub issues and Stack Overflow discussions \n Covers module architecture, controllers, middleware, guards, interceptors, pipes, and request lifecycle management with execution order validation \n Provides comprehensive testing strategies u

Develop production-ready Spring Boot applications with proper annotation-based configuration, dependency injection, REST controllers, JPA data persistence, service layers, and security implementation following Spring conventions.

Custom Semgrep rule creation with test-driven validation and AST-guided pattern development. \n \n Guides iterative rule authoring: analyze problem, write tests first, inspect AST structure, build patterns, validate with semgrep --test , then optimize \n Prioritizes taint mode for data flow vulnerabilities (sources to sinks) over pattern matching to reduce false positives; supports switching between approaches as needed \n Enforces strict testing discipline: 100% test pass required, safe cases m

Seaborn is a Python visualization library for creating publication-quality statistical graphics. Use this skill for dataset-oriented plotting, multivariate analysis, automatic statistical estimation, and complex multi-panel figures with minimal code.

Dolt-backed issue tracker for multi-session work with dependencies and conversation compaction survival. \n \n Persists task context across conversation compaction and multiple sessions using a local Dolt database, with atomic claim-and-start workflow to prevent race conditions \n Tracks task dependencies, blockers, and discovery relationships; use bd ready to surface unblocked work and bd show <id> --long to recover full context after compaction \n Essential commands: bd create , bd ready

Adopt better-result incrementally in existing codebases without rewriting everything at once.

Comprehensive assistance with ccxt development, generated from official documentation.

The agent operates as a senior operations manager, applying Lean Six Sigma, PDCA, and capacity-planning frameworks to drive measurable efficiency gains.

Quick Ref: One command, full lifecycle. /discovery → /crank → /validation. Thin wrapper that delegates to phase orchestrators. YOU MUST EXECUTE THIS WORKFLOW. Do not just describe it. THREE-PHASE RULE + FULLY AUTONOMOUS. Read references/autonomous-execution.md — it defines the mandatory 3-phase lifecycle, autonomous execution rules, anti-patterns, and phase completion logging. Unless --interactive is set, RPI runs hands-free. Do NOT stop after Phase 2. Do NOT ask the user anything between phases