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Orchestrates BMAD workflows for structured AI-driven development. Use when initializing BMAD in projects, checking workflow status, or routing between 4 phases (Analysis, Planning, Solutioning, Implementation). Manages project configs, tracks progress through project levels 0-4, and coordinates with specialized workflows. Trigger on /workflow-init, /workflow-status, or when users need BMAD setup.
Evaluates agent skills against Anthropic's best practices. Use when asked to review, evaluate, assess, or audit a skill for quality. Analyzes SKILL.md structure, naming conventions, description quality, content organization, and identifies anti-patterns. Produces actionable improvement recommendations.
Facilitates structured brainstorming sessions, conducts comprehensive research, and generates creative solutions using proven frameworks. Trigger keywords - brainstorm, ideate, research, SCAMPER, SWOT, mind map, creative, explore ideas, market research, competitive analysis, innovation, problem solving, feature generation
Manage the UI contract system: verify, update, and fix the CSS-class contract baseline after UI changes. Use when editing dashboard components, styles, or any file linked to UI elements. Use for: ui contract check, contract validation failures, updating baseline, contract diff, CSS class audit.
Use when accepted findings require bounded repair changes and a structured repair summary.
Builds and launches Docker containers with health verification. Use when validating that containerized services start correctly.
quant.cpp 개발 오케스트레이터. 에이전트 팀을 구성하고, score 기반 Phase 전환, 병렬 작업 위임, Merge Gate를 자동 수행한다. '개발 시작', '하네스 실행', '팀 구성', '오케스트레이션' 요청 시 사용. 프로젝트의 핵심 개발 루프를 조율하는 상위 스킬.
Use when auditing the codebase through the evaluation platform with mandatory research, coordinated domain audit workers, and structured summaries.
Extracts procedural content from project docs into .claude/commands skills. Use when docs contain deploy, test, or troubleshoot procedures.
Generates Dockerfile and docker-compose configuration for multi-container development. Use when containerizing a project.
Calculate electrical capacitance from geometric parameters and dielectric properties for circuit design.
Calculate the freezing point temperature of seawater from absolute salinity and pressure using GSW thermodynamic equations.
Calculate sound speed in seawater from practical salinity, temperature, and pressure using the Gibbs Seawater Oceanographic Toolbox.
Calculate buoyancy forces and acceleration for fluid mechanics and hydrodynamics analysis.
Molecular Docking Pipeline - Complete docking workflow: retrieve protein structure, predict binding pockets, prepare receptor, and dock ligand. Use this skill for structural biology tasks involving retrieve protein data by pdbcode run fpocket convert pdb to pdbqt dock quick molecule docking. Combines 4 tools from 2 SCP server(s).
Protein Engineering Workflow - Engineer a protein: predict structure, identify functional residues, predict beneficial mutations, and calculate properties. Use this skill for protein engineering tasks involving Protein structure prediction ESMFold predict functional residue zero shot sequence prediction calculate protein sequence properties. Combines 4 tools from 2 SCP server(s).
Cancer Therapy Design - Design cancer therapy: identify targets, find drugs, check safety, and analyze differential expression. Use this skill for oncology tasks involving get associated targets by disease efoId get associated drugs by target name get adverse reactions by drug name tcga differential expression analysis. Combines 4 tools from 3 SCP server(s).
Computational Analysis via Code Execution - Execute custom computational analysis code, analyze software, and search for reference implementations. Use this skill for computational science tasks involving exec code software analysis search dataset search literature. Combines 4 tools from 2 SCP server(s).
