Desenvolvimento

Detect content cannibalization on a site — multiple URLs ranking (or impressing) for the same query, splitting click-through, diluting authority, and confusing Google about which URL is canonical for the intent. Pulls GSC query × page data, identifies cannibalized clusters (≥ 2 pages with ≥ 50 impressions for the same query within position 1-50), classifies the underlying issue (true duplicate / i

Inspect GitHub PR checks, fetch actionable failure logs, summarize the breakage, and propose a local fix plan before changing code.

Use continuously during long tasks. Teaches how to read less, output less, and keep the LLM context window lean and fast.

Set up complete OAuth/SSO authentication with Google, GitHub, Apple, or SAML providers. Auto-detects your framework and configures the best auth library (NextAuth, Passport, Firebase Auth, Supabase, Clerk, Lucia, django-allauth). Includes session management, JWT token refresh, login/logout UI components, route protection middleware, and database schema updates. Use when you need OAuth login, socia

Optimize mining extraction operations by analyzing ore grade control, processing plant throughput, metallurgical recovery rates, energy consumption, and water balance. Covers mine-to-mill reconciliation, comminution circuit tuning, flotation and leach kinetics, cut-off grade strategy, OEE analysis, and produces a prioritized improvement roadmap for mine operations teams.

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.

Inspect changed dbt assets, estimate blast radius, identify missing tests, and recommend the narrowest safe validation plan.

Audit pharmaceutical regulatory compliance -- inspection readiness, CAPA system effectiveness, change control pipeline, data integrity (ALCOA+), and validation lifecycle tracking. Covers FDA 21 CFR 210/211, EU GMP Annexes, ICH Q7-Q12, WHO Prequalification, and PIC/S guidelines. Evaluates 483 observation history, SOP currency, equipment qualification, training matrices, and compliance gap remediati

Audit pharmaceutical yield prediction systems and process analytical technology -- evaluate critical process parameter (CPP) to critical quality attribute (CQA) relationships, design space characterization per ICH Q8(R2) Quality by Design, PAT sensor readiness (NIR, Raman, FBRM) for real-time release testing, scale-up modeling from lab to pilot to commercial with dimensional analysis, and raw mate

Audit the methodology used to split data into train, validation, and test sets.

Use to enforce consistent naming conventions and file structures across a project without changing business logic.

Maps dependencies between stories, code modules, tickets, or specs. Computes optimal implementation order with parallel batches, cycle detection, and critical path analysis.