Explorar skills

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.

GGUF format and llama.cpp quantization for efficient CPU/GPU inference. Use when deploying models on consumer hardware, Apple Silicon, or when needing flexible quantization from 2-8 bit without GPU requirements.

Generate Terraform infrastructure-as-code for AWS, GCP, or Azure. Creates modular VPC, compute, database, cache, CDN, and monitoring configs with per-environment sizing, remote state, cost estimates, and security best practices. Use when you need to set up cloud infrastructure, provision servers, create IaC, deploy to AWS/GCP/Azure, or scaffold a Terraform project.

Validate the entire skills registry — scan all SKILL.md files for frontmatter correctness, check category READMEs are current, detect duplicate skill names, find broken cross-references, compute per-skill quality scores, and optionally auto-fix mismatches and missing READMEs

Evaluate physical therapy personalization and adaptive treatment systems. Analyzes exercise recommendation algorithms (rules-based, collaborative filtering, protocol-driven), contraindication enforcement and safety checks, difficulty progression logic (multi-parameter advancement with regression pathways), patient compliance prediction models, home exercise program (HEP) generation and delivery wo

Audit any product from a Customer Success Manager perspective -- evaluate onboarding flow completeness, self-service help infrastructure, customer health signal tracking, support channel accessibility, expansion and retention triggers, and customer communication systems. Covers first-run experience, time-to-value measurement, tooltip and contextual help coverage, analytics event tracking (Mixpanel

Structured decision-making framework for technical proposals and trade-off analysis. When the user faces a choice between multiple approaches (architecture decisions, tool selection, refactoring strategies, migration paths), this skill produces a 1-3-1 format: one clear problem statement, three distinct options with pros/cons, and one concrete recommendation with definition of done and implementat

Audit procurement and procure-to-pay software for sourcing, purchasing, and vendor management. Reviews requisition-to-PO workflows, RFQ/RFP bid management, approval routing with delegation and escalation, purchase order lifecycle (standard, blanket, contract POs), three-way matching (PO-receipt-invoice), budget encumbrance controls, vendor onboarding and scorecards (on-time delivery, quality, pric

Build and ship features with security baked in — runs OWASP Top 10 pre-scan, builds and ships with /ship, validates with post-build security review, then penetration tests the result. Use when shipping auth flows, payment logic, API endpoints, admin panels, or any security-sensitive code.

Conduct a CPO-perspective product strategy review of a codebase. Evaluates feature completeness against core value proposition, time-to-value for new users, user journey quality, retention architecture (notifications, personalization, network effects), growth levers (viral mechanics, SEO, onboarding optimization), competitive moat strength, analytics measurement foundation, and platform extensibil

Analyze BigQuery usage, identify cost hotspots, repeated failures, and practical optimization opportunities.

Use when debugging complex runtime failures, distributed systems, or issues where a local debugger cannot be attached.