Development

Skill do Frontend Developer para implementação com React/Next.js, Zustand, React Query, e Skeleton loading. Use quando precisar implementar componentes, páginas, integração com API, gerenciamento de estado, ou qualquer código frontend. Trigger em: "React", "Next.js", "componente", "página", "Zustand", "React Query", "TanStack Query", "skeleton", "loading", "hook", "frontend", "integração", "mobile responsive", "Tailwind", "formulário", "roteamento".

Skill do Designer UI/UX para interfaces e experiência do usuário: wireframes, design system tokens, componentes de UI, fluxos de navegação, acessibilidade, derivação de paleta (OKLCH, 60/30/10), leis cognitivas de layout (Hick, Fitts, Gestalt, Von Restorff) e estados vazios por tipo. Cobre também auditoria de interface: modo dual auditoria/implementação, classificação de achado (norma/evidência/heurística/preferência) e priorização por severidade. Trigger em: "design", "UI", "UX", "interface"...

N-gram draft-then-verify for trading LLM text (NVIDIA FORMAT). Measure AL. Do not vendor TensorRT-LLM or train EAGLE. Slash: /speculative-decode.

Official Graphify-Labs/graphify for this trading repo. Query graph.json (query/path/explain), never graph.html, never pip install graphify (wrong package). Package is graphifyy. Slash: /graphify

Use existing Google Colab Pro+ (iganapolsky@gmail.com) for put-credit cohort scorecards. Never buy compute units. Pack ledgers via scripts/colab_cohort_pack.py and open notebooks/put_credit_cohort_colab.ipynb. Auto-invoke on Colab signup, Colab Pro, GPU offload, cohort notebook. Slash: /google-colab-trading-cohort.

Honest ingest of https://explainx.ai/trending into the trading lab: parse live page-view scores, map onto existing rails, two-ceiling honesty, planner vs executor split. Never auto-install. Never clone ExplainX.

Regenerate the TabArena website artifacts and refresh a leaderboard Space's `data/` with them. Use this skill whenever a maintainer wants to publish the latest results to the leaderboard — e.g. "update the leaderboard", "regenerate the website artifacts and refresh the LB", "push the new results to the leaderboard Space", "refresh leaderboard-testing with the latest". Runs `scripts/run_generate_website_artifacts.py`, pre-checks that any newly added *models* classify correctly (Foundation Mode...

Record a narrated video of a feature running in the local dev app, for a PR or a stakeholder. Drives a headless Chrome over the DevTools Protocol so clicks and keystrokes are real, captures frames, and encodes an mp4 with no extra tooling installed. Use when the user asks to "record a video", "make a demo", "show this working", or wants a screen recording of a change.

Comprehensive technology stack evaluation and comparison tool with TCO analysis, security assessment, and intelligent recommendations for engineering teams

Comprehensive security engineering skill for application security, penetration testing, security architecture, and compliance auditing. Includes security assessment tools, threat modeling, crypto implementation, and security automation. Use when designing security architecture, conducting penetration tests, implementing cryptography, or performing security audits.

Comprehensive SecOps skill for application security, vulnerability management, compliance, and secure development practices. Includes security scanning, vulnerability assessment, compliance checking, and security automation. Use when implementing security controls, conducting security audits, responding to vulnerabilities, or ensuring compliance requirements.

Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js, GraphQL, and PostgreSQL. Includes project scaffolding, code quality analysis, architecture patterns, and complete tech stack guidance. Use when building new projects, analyzing code quality, implementing design patterns, or setting up development workflows.

This skill should be used when the user asks to "design system architecture", "evaluate microservices vs monolith", "create architecture diagrams", "analyze dependencies", "choose a database", "plan for scalability", "make technical decisions", or "review system design". Use for architecture decision records (ADRs), tech stack evaluation, system design reviews, dependency analysis, and generating architecture diagrams in Mermaid, PlantUML, or ASCII format.

Comprehensive code review skill for TypeScript, JavaScript, Python, Swift, Kotlin, Go. Includes automated code analysis, best practice checking, security scanning, and review checklist generation. Use when reviewing pull requests, providing code feedback, identifying issues, or ensuring code quality standards.

One-shot CatGo DAG workflow construction. Use whenever the user asks to "create a workflow", "build a pipeline", "set up CO2RR/OER/HER/NEB/DOS/slow-growth", "make a workflow for X reaction", or any catalysis pipeline involving structure_input → calculation → analysis. Skips the exploration phase (avoids listing node_types / templates / node_details repeatedly) and goes straight to a single `catgo_workflow create` + `batch` round-trip with the full graph_json. Triggers in Chinese on 创建工作流, 建立工...

VASP single-point energy calculation. Used standalone, as a pre-step for DOS/band structure, or to evaluate energy at a fixed geometry.

VASP geometry optimization (relaxation). Handles bulk, slab, and adsorbate-on-slab scenarios with correct ISIF, frozen layers, and convergence settings.

Ab initio molecular dynamics (AIMD) with VASP. NVT/NVE ensembles, temperature control, trajectory analysis.

VASP vibrational frequency calculation. Compute ZPE and thermodynamic corrections. Handles frozen atoms for slab systems with multiple freeze modes.

Density of states (DOS) workflow in VASP. Three-step process for accurate total and projected DOS, d-band center analysis.

VASP band structure calculation. Two-step workflow with SCF charge density followed by non-SCF band calculation along high-symmetry k-path.

Route VASP calculation requests to the correct task type. Enforces VASP-specific policies for POTCAR, ENCUT, k-points, and slab handling.

Diagnose and fix CatGo workflow engine errors including HPC connection failures, missing POTCARs, stuck tasks, and REMOTE_ERROR states.

Diagnose and fix common VASP errors including ZBRENT, BRMIX, EDDDAV, VERY BAD NEWS, POTCAR mismatch, and memory errors.