[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6DAEX7CWV51FM57N3KN296K":3,"skill-same:01M6DAEX7CWV51FM57N3KN296K":65},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":16,"categories":17,"keywords":23,"publishedAt":39,"linkOnly":40,"markdownContent":41,"markdownBody":42,"frontMatter":43,"refName":45,"commitSha":46,"skillDirectory":47,"forksCount":14,"repositoryHtmlUrl":48,"repositoryHomepageUrl":6,"ownerHtmlUrl":49,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":50,"install":51,"resources":64},"01M6DAEX7CWV51FM57N3KN296K","docker-patterns",null,"Docker and Docker Compose patterns for local development, container security, networking, volume strategies, and multi-service orchestration.","Prekzursil\u002Fagent-skills-toolchain","Prekzursil","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F54636077?v=4","01M6DACZ1PCQHD99SCR1YXG28B","Andrei Mihai Visalon","01M6DACZ670WZF535V3WYYSS4Z",0,"MIT","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002F.agents\u002Flibrary\u002Fskills\u002Fdocker-patterns\u002FSKILL.md",[18],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000011","运维与部署","SCENARIO","使用场景",[24,25,26,27,28,29,30,31,32,33,34,35,36,37,38],"docker","patterns","docker patterns","security","orchestration","docker compose","development","networking","container","compose","container security","volume","local","strategies","service","2026-11-10 10:12:30",false,"---\nname: docker-patterns\ndescription: Docker and Docker Compose patterns for local development, container security, networking, volume strategies, and multi-service orchestration.\norigin: ECC\n---\n\n# Docker Patterns\n\nDocker and Docker Compose best practices for containerized development.\n\n## When to Activate\n\n- Setting up Docker Compose for local development\n- Designing multi-container architectures\n- Troubleshooting container networking or volume issues\n- Reviewing Dockerfiles for security and size\n- Migrating from local dev to containerized workflow\n\n## Docker Compose for Local Development\n\n### Standard Web App Stack\n\n```yaml\n# docker-compose.yml\nservices:\n  app:\n    build:\n      context: .\n      target: dev                     # Use dev stage of multi-stage Dockerfile\n    ports:\n      - \"3000:3000\"\n    volumes:\n      - .:\u002Fapp                        # Bind mount for hot reload\n      - \u002Fapp\u002Fnode_modules             # Anonymous volume -- preserves container deps\n    environment:\n      - DATABASE_URL=postgres:\u002F\u002Fpostgres:postgres@db:5432\u002Fapp_dev\n      - REDIS_URL=redis:\u002F\u002Fredis:6379\u002F0\n      - NODE_ENV=development\n    depends_on:\n      db:\n        condition: service_healthy\n      redis:\n        condition: service_started\n    command: npm run dev\n\n  db:\n    image: postgres:16-alpine\n    ports:\n      - \"5432:5432\"\n    environment:\n      POSTGRES_USER: postgres\n      POSTGRES_PASSWORD: postgres\n      POSTGRES_DB: app_dev\n    volumes:\n      - pgdata:\u002Fvar\u002Flib\u002Fpostgresql\u002Fdata\n      - .\u002Fscripts\u002Finit-db.sql:\u002Fdocker-entrypoint-initdb.d\u002Finit.sql\n    healthcheck:\n      test: [\"CMD-SHELL\", \"pg_isready -U postgres\"]\n      interval: 5s\n      timeout: 3s\n      retries: 5\n\n  redis:\n    image: redis:7-alpine\n    ports:\n      - \"6379:6379\"\n    volumes:\n      - redisdata:\u002Fdata\n\n  mailpit:                            # Local email testing\n    image: axllent\u002Fmailpit\n    ports:\n      - \"8025:8025\"                   # Web UI\n      - \"1025:1025\"                   # SMTP\n\nvolumes:\n  pgdata:\n  redisdata:\n```\n\n### Development vs Production Dockerfile\n\n```dockerfile\n# Stage: dependencies\nFROM node:22-alpine AS deps\nWORKDIR \u002Fapp\nCOPY package.json package-lock.json .\u002F\nRUN npm ci\n\n# Stage: dev (hot reload, debug tools)\nFROM node:22-alpine AS dev\nWORKDIR \u002Fapp\nCOPY --from=deps \u002Fapp\u002Fnode_modules .\u002Fnode_modules\nCOPY . .\nEXPOSE 3000\nCMD [\"npm\", \"run\", \"dev\"]\n\n# Stage: build\nFROM node:22-alpine AS build\nWORKDIR \u002Fapp\nCOPY --from=deps \u002Fapp\u002Fnode_modules .\u002Fnode_modules\nCOPY . .\nRUN npm run build && npm prune --production\n\n# Stage: production (minimal image)\nFROM node:22-alpine AS production\nWORKDIR \u002Fapp\nRUN addgroup -g 1001 -S appgroup && adduser -S appuser -u 1001\nUSER appuser\nCOPY --from=build --chown=appuser:appgroup \u002Fapp\u002Fdist .\u002Fdist\nCOPY --from=build --chown=appuser:appgroup \u002Fapp\u002Fnode_modules .\u002Fnode_modules\nCOPY --from=build --chown=appuser:appgroup \u002Fapp\u002Fpackage.json .\u002F\nENV NODE_ENV=production\nEXPOSE 3000\nHEALTHCHECK --interval=30s --timeout=3s CMD wget -qO- http:\u002F\u002Flocalhost:3000\u002Fhealth || exit 1\nCMD [\"node\", \"dist\u002Fserver.js\"]\n```\n\n### Override Files\n\n```yaml\n# docker-compose.override.yml (auto-loaded, dev-only settings)\nservices:\n  app:\n    environment:\n      - DEBUG=app:*\n      - LOG_LEVEL=debug\n    ports:\n      - \"9229:9229\"                   # Node.js debugger\n\n# docker-compose.prod.yml (explicit for production)\nservices:\n  app:\n    build:\n      target: production\n    restart: always\n    deploy:\n      resources:\n        limits:\n          cpus: \"1.0\"\n          memory: 512M\n```\n\n```bash\n# Development (auto-loads override)\ndocker compose up\n\n# Production\ndocker compose -f docker-compose.yml -f docker-compose.prod.yml up -d\n```\n\n## Networking\n\n### Service Discovery\n\nServices in the same Compose network resolve by service name:\n```\n# From \"app\" container:\npostgres:\u002F\u002Fpostgres:postgres@db:5432\u002Fapp_dev    # \"db\" resolves to the db container\nredis:\u002F\u002Fredis:6379\u002F0                             # \"redis\" resolves to the redis container\n```\n\n### Custom Networks\n\n```yaml\nservices:\n  frontend:\n    networks:\n      - frontend-net\n\n  api:\n    networks:\n      - frontend-net\n      - backend-net\n\n  db:\n    networks:\n      - backend-net              # Only reachable from api, not frontend\n\nnetworks:\n  frontend-net:\n  backend-net:\n```\n\n### Exposing Only What's Needed\n\n```yaml\nservices:\n  db:\n    ports:\n      - \"127.0.0.1:5432:5432\"   # Only accessible from host, not network\n    # Omit ports entirely in production -- accessible only within Docker network\n```\n\n## Volume Strategies\n\n```yaml\nvolumes:\n  # Named volume: persists across container restarts, managed by Docker\n  pgdata:\n\n  # Bind mount: maps host directory into container (for development)\n  # - .\u002Fsrc:\u002Fapp\u002Fsrc\n\n  # Anonymous volume: preserves container-generated content from bind mount override\n  # - \u002Fapp\u002Fnode_modules\n```\n\n### Common Patterns\n\n```yaml\nservices:\n  app:\n    volumes:\n      - .:\u002Fapp                   # Source code (bind mount for hot reload)\n      - \u002Fapp\u002Fnode_modules        # Protect container's node_modules from host\n      - \u002Fapp\u002F.next               # Protect build cache\n\n  db:\n    volumes:\n      - pgdata:\u002Fvar\u002Flib\u002Fpostgresql\u002Fdata          # Persistent data\n      - .\u002Fscripts\u002Finit.sql:\u002Fdocker-entrypoint-initdb.d\u002Finit.sql  # Init scripts\n```\n\n## Container Security\n\n### Dockerfile Hardening\n\n```dockerfile\n# 1. Use specific tags (never :latest)\nFROM node:22.12-alpine3.20\n\n# 2. Run as non-root\nRUN addgroup -g 1001 -S app && adduser -S app -u 1001\nUSER app\n\n# 3. Drop capabilities (in compose)\n# 4. Read-only root filesystem where possible\n# 5. No secrets in image layers\n```\n\n### Compose Security\n\n```yaml\nservices:\n  app:\n    security_opt:\n      - no-new-privileges:true\n    read_only: true\n    tmpfs:\n      - \u002Ftmp\n      - \u002Fapp\u002F.cache\n    cap_drop:\n      - ALL\n    cap_add:\n      - NET_BIND_SERVICE          # Only if binding to ports \u003C 1024\n```\n\n### Secret Management\n\n```yaml\n# GOOD: Use environment variables (injected at runtime)\nservices:\n  app:\n    env_file:\n      - .env                     # Never commit .env to git\n    environment:\n      - API_KEY                  # Inherits from host environment\n\n# GOOD: Docker secrets (Swarm mode)\nsecrets:\n  db_password:\n    file: .\u002Fsecrets\u002Fdb_password.txt\n\nservices:\n  db:\n    secrets:\n      - db_password\n\n# BAD: Hardcoded in image\n# ENV API_KEY=sk-proj-xxxxx      # NEVER DO THIS\n```\n\n## .dockerignore\n\n```\nnode_modules\n.git\n.env\n.env.*\ndist\ncoverage\n*.log\n.next\n.cache\ndocker-compose*.yml\nDockerfile*\nREADME.md\ntests\u002F\n```\n\n## Debugging\n\n### Common Commands\n\n```bash\n# View logs\ndocker compose logs -f app           # Follow app logs\ndocker compose logs --tail=50 db     # Last 50 lines from db\n\n# Execute commands in running container\ndocker compose exec app sh           # Shell into app\ndocker compose exec db psql -U postgres  # Connect to postgres\n\n# Inspect\ndocker compose ps                     # Running services\ndocker compose top                    # Processes in each container\ndocker stats                          # Resource usage\n\n# Rebuild\ndocker compose up --build             # Rebuild images\ndocker compose build --no-cache app   # Force full rebuild\n\n# Clean up\ndocker compose down                   # Stop and remove containers\ndocker compose down -v                # Also remove volumes (DESTRUCTIVE)\ndocker system prune                   # Remove unused images\u002Fcontainers\n```\n\n### Debugging Network Issues\n\n```bash\n# Check DNS resolution inside container\ndocker compose exec app nslookup db\n\n# Check connectivity\ndocker compose exec app wget -qO- http:\u002F\u002Fapi:3000\u002Fhealth\n\n# Inspect network\ndocker network ls\ndocker network inspect \u003Cproject>_default\n```\n\n## Anti-Patterns\n\n```\n# BAD: Using docker compose in production without orchestration\n# Use Kubernetes, ECS, or Docker Swarm for production multi-container workloads\n\n# BAD: Storing data in containers without volumes\n# Containers are ephemeral -- all data lost on restart without volumes\n\n# BAD: Running as root\n# Always create and use a non-root user\n\n# BAD: Using :latest tag\n# Pin to specific versions for reproducible builds\n\n# BAD: One giant container with all services\n# Separate concerns: one process per container\n\n# BAD: Putting secrets in docker-compose.yml\n# Use .env files (gitignored) or Docker secrets\n```\n","# Docker Patterns\n\nDocker and Docker Compose best practices for containerized development.\n\n## When to Activate\n\n- Setting up Docker Compose for local development\n- Designing multi-container architectures\n- Troubleshooting container networking or volume issues\n- Reviewing Dockerfiles for security and size\n- Migrating from local dev to containerized workflow\n\n## Docker Compose for Local Development\n\n### Standard Web App Stack\n\n```yaml\n# docker-compose.yml\nservices:\n  app:\n    build:\n      context: .\n      target: dev                     # Use dev stage of multi-stage Dockerfile\n    ports:\n      - \"3000:3000\"\n    volumes:\n      - .:\u002Fapp                        # Bind mount for hot reload\n      - \u002Fapp\u002Fnode_modules             # Anonymous volume -- preserves container deps\n    environment:\n      - DATABASE_URL=postgres:\u002F\u002Fpostgres:postgres@db:5432\u002Fapp_dev\n      - REDIS_URL=redis:\u002F\u002Fredis:6379\u002F0\n      - NODE_ENV=development\n    depends_on:\n      db:\n        condition: service_healthy\n      redis:\n        condition: service_started\n    command: npm run dev\n\n  db:\n    image: postgres:16-alpine\n    ports:\n      - \"5432:5432\"\n    environment:\n      POSTGRES_USER: postgres\n      POSTGRES_PASSWORD: postgres\n      POSTGRES_DB: app_dev\n    volumes:\n      - pgdata:\u002Fvar\u002Flib\u002Fpostgresql\u002Fdata\n      - .\u002Fscripts\u002Finit-db.sql:\u002Fdocker-entrypoint-initdb.d\u002Finit.sql\n    healthcheck:\n      test: [\"CMD-SHELL\", \"pg_isready -U postgres\"]\n      interval: 5s\n      timeout: 3s\n      retries: 5\n\n  redis:\n    image: redis:7-alpine\n    ports:\n      - \"6379:6379\"\n    volumes:\n      - redisdata:\u002Fdata\n\n  mailpit:                            # Local email testing\n    image: axllent\u002Fmailpit\n    ports:\n      - \"8025:8025\"                   # Web UI\n      - \"1025:1025\"                   # SMTP\n\nvolumes:\n  pgdata:\n  redisdata:\n```\n\n### Development vs Production Dockerfile\n\n```dockerfile\n# Stage: dependencies\nFROM node:22-alpine AS deps\nWORKDIR \u002Fapp\nCOPY package.json package-lock.json .\u002F\nRUN npm ci\n\n# Stage: dev (hot reload, debug tools)\nFROM node:22-alpine AS dev\nWORKDIR \u002Fapp\nCOPY --from=deps \u002Fapp\u002Fnode_modules .\u002Fnode_modules\nCOPY . .\nEXPOSE 3000\nCMD [\"npm\", \"run\", \"dev\"]\n\n# Stage: build\nFROM node:22-alpine AS build\nWORKDIR \u002Fapp\nCOPY --from=deps \u002Fapp\u002Fnode_modules .\u002Fnode_modules\nCOPY . .\nRUN npm run build && npm prune --production\n\n# Stage: production (minimal image)\nFROM node:22-alpine AS production\nWORKDIR \u002Fapp\nRUN addgroup -g 1001 -S appgroup && adduser -S appuser -u 1001\nUSER appuser\nCOPY --from=build --chown=appuser:appgroup \u002Fapp\u002Fdist .\u002Fdist\nCOPY --from=build --chown=appuser:appgroup \u002Fapp\u002Fnode_modules .\u002Fnode_modules\nCOPY --from=build --chown=appuser:appgroup \u002Fapp\u002Fpackage.json .\u002F\nENV NODE_ENV=production\nEXPOSE 3000\nHEALTHCHECK --interval=30s --timeout=3s CMD wget -qO- http:\u002F\u002Flocalhost:3000\u002Fhealth || exit 1\nCMD [\"node\", \"dist\u002Fserver.js\"]\n```\n\n### Override Files\n\n```yaml\n# docker-compose.override.yml (auto-loaded, dev-only settings)\nservices:\n  app:\n    environment:\n      - DEBUG=app:*\n      - LOG_LEVEL=debug\n    ports:\n      - \"9229:9229\"                   # Node.js debugger\n\n# docker-compose.prod.yml (explicit for production)\nservices:\n  app:\n    build:\n      target: production\n    restart: always\n    deploy:\n      resources:\n        limits:\n          cpus: \"1.0\"\n          memory: 512M\n```\n\n```bash\n# Development (auto-loads override)\ndocker compose up\n\n# Production\ndocker compose -f docker-compose.yml -f docker-compose.prod.yml up -d\n```\n\n## Networking\n\n### Service Discovery\n\nServices in the same Compose network resolve by service name:\n```\n# From \"app\" container:\npostgres:\u002F\u002Fpostgres:postgres@db:5432\u002Fapp_dev    # \"db\" resolves to the db container\nredis:\u002F\u002Fredis:6379\u002F0                             # \"redis\" resolves to the redis container\n```\n\n### Custom Networks\n\n```yaml\nservices:\n  frontend:\n    networks:\n      - frontend-net\n\n  api:\n    networks:\n      - frontend-net\n      - backend-net\n\n  db:\n    networks:\n      - backend-net              # Only reachable from api, not frontend\n\nnetworks:\n  frontend-net:\n  backend-net:\n```\n\n### Exposing Only What's Needed\n\n```yaml\nservices:\n  db:\n    ports:\n      - \"127.0.0.1:5432:5432\"   # Only accessible from host, not network\n    # Omit ports entirely in production -- accessible only within Docker network\n```\n\n## Volume Strategies\n\n```yaml\nvolumes:\n  # Named volume: persists across container restarts, managed by Docker\n  pgdata:\n\n  # Bind mount: maps host directory into container (for development)\n  # - .\u002Fsrc:\u002Fapp\u002Fsrc\n\n  # Anonymous volume: preserves container-generated content from bind mount override\n  # - \u002Fapp\u002Fnode_modules\n```\n\n### Common Patterns\n\n```yaml\nservices:\n  app:\n    volumes:\n      - .:\u002Fapp                   # Source code (bind mount for hot reload)\n      - \u002Fapp\u002Fnode_modules        # Protect container's node_modules from host\n      - \u002Fapp\u002F.next               # Protect build cache\n\n  db:\n    volumes:\n      - pgdata:\u002Fvar\u002Flib\u002Fpostgresql\u002Fdata          # Persistent data\n      - .\u002Fscripts\u002Finit.sql:\u002Fdocker-entrypoint-initdb.d\u002Finit.sql  # Init scripts\n```\n\n## Container Security\n\n### Dockerfile Hardening\n\n```dockerfile\n# 1. Use specific tags (never :latest)\nFROM node:22.12-alpine3.20\n\n# 2. Run as non-root\nRUN addgroup -g 1001 -S app && adduser -S app -u 1001\nUSER app\n\n# 3. Drop capabilities (in compose)\n# 4. Read-only root filesystem where possible\n# 5. No secrets in image layers\n```\n\n### Compose Security\n\n```yaml\nservices:\n  app:\n    security_opt:\n      - no-new-privileges:true\n    read_only: true\n    tmpfs:\n      - \u002Ftmp\n      - \u002Fapp\u002F.cache\n    cap_drop:\n      - ALL\n    cap_add:\n      - NET_BIND_SERVICE          # Only if binding to ports \u003C 1024\n```\n\n### Secret Management\n\n```yaml\n# GOOD: Use environment variables (injected at runtime)\nservices:\n  app:\n    env_file:\n      - .env                     # Never commit .env to git\n    environment:\n      - API_KEY                  # Inherits from host environment\n\n# GOOD: Docker secrets (Swarm mode)\nsecrets:\n  db_password:\n    file: .\u002Fsecrets\u002Fdb_password.txt\n\nservices:\n  db:\n    secrets:\n      - db_password\n\n# BAD: Hardcoded in image\n# ENV API_KEY=sk-proj-xxxxx      # NEVER DO THIS\n```\n\n## .dockerignore\n\n```\nnode_modules\n.git\n.env\n.env.*\ndist\ncoverage\n*.log\n.next\n.cache\ndocker-compose*.yml\nDockerfile*\nREADME.md\ntests\u002F\n```\n\n## Debugging\n\n### Common Commands\n\n```bash\n# View logs\ndocker compose logs -f app           # Follow app logs\ndocker compose logs --tail=50 db     # Last 50 lines from db\n\n# Execute commands in running container\ndocker compose exec app sh           # Shell into app\ndocker compose exec db psql -U postgres  # Connect to postgres\n\n# Inspect\ndocker compose ps                     # Running services\ndocker compose top                    # Processes in each container\ndocker stats                          # Resource usage\n\n# Rebuild\ndocker compose up --build             # Rebuild images\ndocker compose build --no-cache app   # Force full rebuild\n\n# Clean up\ndocker compose down                   # Stop and remove containers\ndocker compose down -v                # Also remove volumes (DESTRUCTIVE)\ndocker system prune                   # Remove unused images\u002Fcontainers\n```\n\n### Debugging Network Issues\n\n```bash\n# Check DNS resolution inside container\ndocker compose exec app nslookup db\n\n# Check connectivity\ndocker compose exec app wget -qO- http:\u002F\u002Fapi:3000\u002Fhealth\n\n# Inspect network\ndocker network ls\ndocker network inspect \u003Cproject>_default\n```\n\n## Anti-Patterns\n\n```\n# BAD: Using docker compose in production without orchestration\n# Use Kubernetes, ECS, or Docker Swarm for production multi-container workloads\n\n# BAD: Storing data in containers without volumes\n# Containers are ephemeral -- all data lost on restart without volumes\n\n# BAD: Running as root\n# Always create and use a non-root user\n\n# BAD: Using :latest tag\n# Pin to specific versions for reproducible builds\n\n# BAD: One giant container with all services\n# Separate concerns: one process per container\n\n# BAD: Putting secrets in docker-compose.yml\n# Use .env files (gitignored) or Docker secrets\n```\n",{"name":5,"origin":44,"description":7},"ECC","main","a298c929b6cbd662e1fce54302ce520d5ceea1a5",".agents\u002Flibrary\u002Fskills\u002Fdocker-patterns","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain","https:\u002F\u002Fgithub.com\u002FPrekzursil","2026-11-02 14:30:57",{"source":8,"skillName":5,"commands":52,"prompt":62,"zipAvailable":63},[53,56,59],{"tool":54,"command":55},"npx","npx skills add Prekzursil\u002Fagent-skills-toolchain --skill docker-patterns",{"tool":57,"command":58},"bunx","bunx skills add Prekzursil\u002Fagent-skills-toolchain --skill docker-patterns",{"tool":60,"command":61},"pnpm","pnpm dlx skills add Prekzursil\u002Fagent-skills-toolchain --skill docker-patterns","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002F.agents\u002Flibrary\u002Fskills\u002Fdocker-patterns\u002FSKILL.md",true,[],[66,88,116,143,157,172],{"skillNo":67,"name":68,"nameZh":6,"description":69,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":70,"categories":71,"keywords":72,"publishedAt":39},"01M6DF7D7478R55P46REYH4QAC","clarify-requirements","Resolve genuine pre-execution ambiguity by scanning repo context, generating 1-6 grounded options, and asking 1-3 focused questions via AskUserQuestion. NOT for mid-task use (injection risk); NOT when the goal is already unambiguous; use to disambiguate vague prompts before any file edits.","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Fworkspace-hooks\u002Fskills\u002Fclarify-requirements\u002FSKILL.md",[],[73,74,75,76,77,78,79,80,81,82,83,84,85,86,87],"clarify requirements","clarify","requirements","risk","options","task","prompts","goal","scanning","use","context","repo","injection","execution","file",{"skillNo":89,"name":90,"nameZh":6,"description":91,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":92,"categories":93,"keywords":97,"publishedAt":39},"01M6DF79CA4BHJS66J8EZDBPWJ","openmm-md","Run FREE, open-source, Windows-native GPU molecular dynamics via the openmm-md MCP (OpenMM + CUDA on the local NVIDIA GPU). Use for protein \u002F protein-ligand MD when you want a free stack or are on Windows without a Schrodinger license. Covers the full workflow (prepare, solvate, minimize, equilibrate, production, analyze, mmgbsa) AND an honest decision guide vs Schrodinger Desmond, including how to run Desmond legitimately on Linux or a cloud GPU with a real license. This is a deliberately LESSER free alternative and does NOT replace the schrodinger MCP tools. Do NOT use it to pick a free tool when a validated FEP+, WaterMap, IFD-MD, or Prime MM-GBSA result is actually required.","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Fmcp\u002Fopenmm-md-mcp\u002Fskill\u002Fopenmm-md\u002FSKILL.md",[94],{"categoryNo":95,"categoryName":96,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000023","Skill与智能体开发",[98,99,100,101,102,103,104,105,106,107,108,109,110,111,82,112,113,36,114,115],"openmm md","how","decision","pick","linux","analyze","tool","stack","open","NVIDIA","gpu","license","workflow","windows","free","molecular dynamics","do","MCP",{"skillNo":117,"name":118,"nameZh":6,"description":119,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":120,"categories":121,"keywords":128,"publishedAt":39},"01M6DF76C1MG85VEWP8VZCBNMN","visual-review","Take screenshots of web pages and UI using Playwright for visual review and iteration","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Feditor\u002Fmetaswarm\u002Fskills\u002Fvisual-review\u002FSKILL.md",[122,125],{"categoryNo":123,"categoryName":124,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000003","演示文稿",{"categoryNo":126,"categoryName":127,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000008","测试与质量",[129,130,131,132,133,134,135,136,137,138,99,139,140,141,142],"review","visual","visual review","pages","web","false","iteration","take","check","slides","ui","screenshot","playwright","screenshots",{"skillNo":144,"name":145,"nameZh":6,"description":146,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":147,"categories":148,"keywords":149,"publishedAt":39},"01M6DF73AQVCBZKEN0YXEX9FXP","status","Diagnostic status report — shows metaswarm installation state, project setup, and potential issues","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Feditor\u002Fmetaswarm\u002Fskills\u002Fstatus\u002FSKILL.md",[],[145,150,151,152,153,154,155,156],"setup","report","project","installation","project setup","issues","state",{"skillNo":158,"name":159,"nameZh":6,"description":160,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":161,"categories":162,"keywords":164,"publishedAt":39},"01M6DF6X6C2XB0P6GX76P7TTYV","start","Use when starting work on any task, when the user mentions metaswarm, or when the user wants to begin tracked development work","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Feditor\u002Fmetaswarm\u002Fskills\u002Fstart\u002FSKILL.md",[163],{"categoryNo":95,"categoryName":96,"taxonomyType":21,"taxonomyTypeDesc":22},[159,165,78,166,167,168,82,169,170,171,30],"start issue","issue","ready","work on issue","user","work","work on",{"skillNo":173,"name":150,"nameZh":6,"description":174,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":175,"categories":176,"keywords":177,"publishedAt":39},"01M6DF6QMJ9AJKFKHHKRT005PQ","Interactive project setup — detects your project, configures metaswarm, writes project-local files","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Feditor\u002Fmetaswarm\u002Fskills\u002Fsetup\u002FSKILL.md",[],[150,152,36,178,154,179],"files","interactive"]