maslennikov-ig/claude-code-orchestrator-kit
🎼 Turn Claude Code into a production powerhouse. 33+ AI agents automate bug fixing, security scanning, and dependency management. 19 slash commands, 6 MCP configs (600-5000 tokens), quality gates, and health monitoring. Ship faster, ship
ARCHETYPE
MCP Hoarder
Six or more MCP servers wired in. Every tool, always in context.
Copy this rig
# review before running: this installs third-party code $ claude mcp add context7 -- npx -y @upstash/context7-mcp@latest $ claude mcp add sequential-thinking -- npx -y @modelcontextprotocol/server-sequential-thinking $ claude mcp add supabase -e SUPABASE_ACCESS_<redacted> -- npx -y @supabase/mcp-server-supabase@latest --project-ref=${SUPABASE_PROJECT_REF} $ claude mcp add playwright -- npx @playwright/mcp@latest $ claude mcp add shadcn -- npx shadcn@latest mcp $ claude mcp add serena -- uvx --from git+https://github.com/oraios/serena serena start-mcp-server --context ide-assistant $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude ./rig-claude-code-orchestrator-kit # inspect, then merge into .claude/
MCP servers are added to Claude Code at local scope; env vars are shown as YOUR_… placeholders — we never store values. Files are fetched with degit into a separate folder so you can review before merging.
$ claude mcp add context7 -- npx -y @upstash/context7-mcp@latest $ claude mcp add sequential-thinking -- npx -y @modelcontextprotocol/server-sequential-thinking $ claude mcp add supabase -e SUPABASE_ACCESS_<redacted> -- npx -y @supabase/mcp-server-supabase@latest --project-ref=${SUPABASE_PROJECT_REF} $ claude mcp add playwright -- npx @playwright/mcp@latest $ claude mcp add shadcn -- npx shadcn@latest mcp $ claude mcp add serena -- uvx --from git+https://github.com/oraios/serena serena start-mcp-server --context ide-assistant
$ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/algorithmic-art .claude/skills/algorithmic-art $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/artifacts-builder .claude/skills/artifacts-builder $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/beads .claude/skills/beads $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/calculate-priority-score .claude/skills/calculate-priority-score $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/canvas-design .claude/skills/canvas-design $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/changelog-generator .claude/skills/changelog-generator $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/cleanup-health-inline .claude/skills/cleanup-health-inline $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/code-review .claude/skills/code-review $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/content-research-writer .claude/skills/content-research-writer $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/deps-health-inline .claude/skills/deps-health-inline $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/extract-version .claude/skills/extract-version $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/format-commit-message .claude/skills/format-commit-message $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/format-markdown-table .claude/skills/format-markdown-table $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/format-todo-list .claude/skills/format-todo-list $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/frontend-aesthetics .claude/skills/frontend-aesthetics $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/generate-changelog .claude/skills/generate-changelog $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/generate-report-header .claude/skills/generate-report-header $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/git-commit-helper .claude/skills/git-commit-helper $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/health-bugs .claude/skills/health-bugs $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/lead-research-assistant .claude/skills/lead-research-assistant $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/parse-error-logs .claude/skills/parse-error-logs $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/parse-git-status .claude/skills/parse-git-status $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/parse-package-json .claude/skills/parse-package-json $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/process-issues .claude/skills/process-issues $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/process-logs .claude/skills/process-logs $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/render-template .claude/skills/render-template $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/reuse-health-inline .claude/skills/reuse-health-inline $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/rollback-changes .claude/skills/rollback-changes $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/run-quality-gate .claude/skills/run-quality-gate $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/security-health-inline .claude/skills/security-health-inline $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/senior-architect .claude/skills/senior-architect $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/senior-devops .claude/skills/senior-devops $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/senior-prompt-engineer .claude/skills/senior-prompt-engineer $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/setup-knip .claude/skills/setup-knip $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/systematic-debugging .claude/skills/systematic-debugging $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/theme-factory .claude/skills/theme-factory $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/ui-design-system .claude/skills/ui-design-system $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/ux-researcher-designer .claude/skills/ux-researcher-designer $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/validate-plan-file .claude/skills/validate-plan-file $ npx degit maslennikov-ig/claude-code-orchestrator-kit/.claude/skills/validate-report-file .claude/skills/validate-report-file
$ curl -fsSL --create-dirs -o .claude/agents/lead-research-assistant.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.claude/agents/business/workers/lead-research-assistant.md $ curl -fsSL --create-dirs -o .claude/agents/api-builder.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.claude/agents/database/workers/api-builder.md $ curl -fsSL --create-dirs -o .claude/agents/database-architect.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.claude/agents/database/workers/database-architect.md $ curl -fsSL --create-dirs -o .claude/agents/supabase-auditor.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.claude/agents/database/workers/supabase-auditor.md $ curl -fsSL --create-dirs -o .claude/agents/supabase-fixer.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.claude/agents/database/workers/supabase-fixer.md $ curl -fsSL --create-dirs -o .claude/agents/supabase-realtime-optimizer.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.claude/agents/database/workers/supabase-realtime-optimizer.md $ curl -fsSL --create-dirs -o .claude/agents/supabase-storage-optimizer.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.claude/agents/database/workers/supabase-storage-optimizer.md $ curl -fsSL --create-dirs -o .claude/agents/code-reviewer.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.claude/agents/development/workers/code-reviewer.md $ curl -fsSL --create-dirs -o .claude/agents/code-structure-refactorer.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.claude/agents/development/workers/code-structure-refactorer.md $ curl -fsSL --create-dirs -o .claude/agents/cost-calculator-specialist.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.claude/agents/development/workers/cost-calculator-specialist.md $ curl -fsSL --create-dirs -o .claude/agents/judge-specialist.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.claude/agents/development/workers/judge-specialist.md $ curl -fsSL --create-dirs -o .claude/agents/langgraph-specialist.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.claude/agents/development/workers/langgraph-specialist.md $ curl -fsSL --create-dirs -o .claude/agents/llm-service-specialist.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.claude/agents/development/workers/llm-service-specialist.md $ curl -fsSL --create-dirs -o .claude/agents/skill-builder-v2.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.claude/agents/development/workers/skill-builder-v2.md $ curl -fsSL --create-dirs -o .claude/agents/stage-pipeline-specialist.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.claude/agents/development/workers/stage-pipeline-specialist.md $ curl -fsSL --create-dirs -o .claude/agents/typescript-types-specialist.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.claude/agents/development/workers/typescript-types-specialist.md $ curl -fsSL --create-dirs -o .claude/agents/utility-builder.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.claude/agents/development/workers/utility-builder.md $ curl -fsSL --create-dirs -o .claude/agents/technical-writer.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.claude/agents/documentation/workers/technical-writer.md $ curl -fsSL --create-dirs -o .claude/agents/fullstack-nextjs-specialist.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.claude/agents/frontend/workers/fullstack-nextjs-specialist.md $ curl -fsSL --create-dirs -o .claude/agents/nextjs-ui-designer.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.claude/agents/frontend/workers/nextjs-ui-designer.md $ curl -fsSL --create-dirs -o .claude/agents/visual-effects-creator.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.claude/agents/frontend/workers/visual-effects-creator.md $ curl -fsSL --create-dirs -o .claude/agents/bug-fixer.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.claude/agents/health/workers/bug-fixer.md $ curl -fsSL --create-dirs -o .claude/agents/bug-hunter.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.claude/agents/health/workers/bug-hunter.md $ curl -fsSL --create-dirs -o .claude/agents/dead-code-hunter.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.claude/agents/health/workers/dead-code-hunter.md $ curl -fsSL --create-dirs -o .claude/agents/dead-code-remover.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.claude/agents/health/workers/dead-code-remover.md $ curl -fsSL --create-dirs -o .claude/agents/dependency-auditor.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.claude/agents/health/workers/dependency-auditor.md $ curl -fsSL --create-dirs -o .claude/agents/dependency-updater.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.claude/agents/health/workers/dependency-updater.md $ curl -fsSL --create-dirs -o .claude/agents/reuse-fixer.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.claude/agents/health/workers/reuse-fixer.md $ curl -fsSL --create-dirs -o .claude/agents/reuse-hunter.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.claude/agents/health/workers/reuse-hunter.md $ curl -fsSL --create-dirs -o .claude/agents/security-scanner.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.claude/agents/health/workers/security-scanner.md $ curl -fsSL --create-dirs -o .claude/agents/vulnerability-fixer.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.claude/agents/health/workers/vulnerability-fixer.md $ curl -fsSL --create-dirs -o .claude/agents/bullmq-worker-specialist.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.claude/agents/infrastructure/workers/bullmq-worker-specialist.md $ curl -fsSL --create-dirs -o .claude/agents/deployment-engineer.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.claude/agents/infrastructure/workers/deployment-engineer.md $ curl -fsSL --create-dirs -o .claude/agents/infrastructure-specialist.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.<redacted>-specialist.md $ curl -fsSL --create-dirs -o .claude/agents/orchestration-logic-specialist.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.<redacted>-logic-specialist.md $ curl -fsSL --create-dirs -o .claude/agents/qdrant-specialist.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.claude/agents/infrastructure/workers/qdrant-specialist.md $ curl -fsSL --create-dirs -o .claude/agents/quality-validator-specialist.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.claude/agents/infrastructure/workers/quality-validator-specialist.md $ curl -fsSL --create-dirs -o .claude/agents/rag-specialist.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.claude/agents/infrastructure/workers/rag-specialist.md $ curl -fsSL --create-dirs -o .claude/agents/server-hardening-specialist.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.claude/agents/infrastructure/workers/server-hardening-specialist.md $ curl -fsSL --create-dirs -o .claude/agents/lms-integration-specialist.md https://raw.githubusercontent.com/maslennikov-ig/claude-code-orchestrator-kit/main/.claude/agents/integrations/workers/lms-integration-specialist.md
This rig commits no guardrails. Here is the community baseline instead — the deny/ask rules most often found across all 7,204 rigs:
{
"permissions": {
"deny": [
"Read(./.env)",
"Read(**/.env)",
"Read(~/.ssh/**)",
"Bash(rm -rf *)",
"Read(**/*.pem)",
"Bash(rm -rf /)",
"Bash(git push --force:*)",
"Bash(sudo *)",
"Read(.env)",
"Bash(rm -rf /*)",
"Read(./.env.*)",
"Read(~/.aws/**)",
"Bash(git push --force*)",
"Bash(rm -rf:*)",
"Read(**/*.key)",
"Read(**/.env.*)",
"Bash(sudo:*)",
"Bash(git reset --hard*)",
"Bash(git reset --hard:*)",
"Read(.env.*)"
],
"ask": [
"Bash(git push:*)",
"Bash(git push *)",
"Bash(git commit:*)",
"Bash(rm *)",
"Bash(rm:*)",
"Bash(git rebase *)",
"Bash(wget *)",
"Bash(npm publish:*)",
"Bash(git commit *)",
"Bash(gh pr merge *)"
]
}
} MCP servers (6)
| server | source | est. tokens |
|---|---|---|
| Context7 | npm | 1.2k |
| Sequential Thinking · "sequential-thinking" | npm | 900 |
| Supabase env: SUPABASE_ACCESS_TOKEN | npm | 7.0k |
| Playwright MCP · "playwright" | npm | 7.5k |
| shadcn/ui · "shadcn" | npm | 2.0k |
| Serena | git | 8.0k |
Skills (41)
algorithmic-artartifacts-builderbeadscalculate-priority-scorecanvas-designchangelog-generatorcleanup-health-inlinecode-reviewcontent-research-writerdeps-health-inlineextract-versionformat-commit-messageformat-markdown-tableformat-todo-listfrontend-aestheticsgenerate-changeloggenerate-report-headerGit Commit Helperhealth-bugslead-research-assistantparse-error-logsparse-git-statusparse-package-jsonprocess-issuesprocess-logsrender-templatereuse-health-inlinerollback-changesrun-quality-gatesecurity-health-inlinesenior-architectsenior-devopssenior-prompt-engineersetup-knipsystematic-debuggingtheme-factoryui-design-systemux-researcher-designervalidate-plan-filevalidate-report-filewebapp-testing
Subagents (49)
| lead-research-assistant model: sonnet | Use proactively for identifying and qualifying potential leads for sales, business development, and marketing. Expert in analyzing products/services, defining ideal customer profiles, and providing ac |
| api-builder | Use PROACTIVELY for designing and implementing tRPC routers, authentication middleware, authorization policies, and type-safe API endpoints with Supabase Auth integration |
| database-architect | Specialist for designing PostgreSQL schemas, creating migrations, and implementing RLS policies for Supabase projects. Use proactively for database schema design, normalization, migration creation, an |
| supabase-auditor model: sonnet | Use proactively for comprehensive Supabase database health checks including schema validation, RLS policy audit, index analysis, migration drift detection, and security vulnerability scanning. Special |
| supabase-fixer | Use proactively to fix Supabase database security and performance issues from advisors API. Specialist for processing advisor warnings (function search paths, RLS policies, indexes) and implementing d |
| supabase-realtime-optimizer | Use proactively to fix Supabase Realtime issues - missing publication tables, connection problems, payload optimization, and subscription performance. Specialist for diagnosing realtime subscriptions |
| supabase-storage-optimizer | Use proactively to optimize Supabase Storage buckets and database storage. Specialist for analyzing storage patterns, detecting orphaned files, recommending archival strategies, optimizing data types, |
| code-reviewer model: sonnet | Use proactively for comprehensive code review after writing or modifying code. Expert in quality, security, maintainability, and best practices validation. Reads plan files with nextAgent='code-review |
| code-structure-refactorer model: sonnet | Use proactively for refactoring and unifying project structure across stages/modules in monorepo architecture. Specialist for consolidating scattered code into unified directory structures, moving fil |
| cost-calculator-specialist model: sonnet | Use proactively for implementing OpenRouter cost calculation, model pricing management, and cost tracking integration. Specialist for token-based billing formulas and tier-based cost analytics. Reads |
| judge-specialist model: sonnet | Use proactively for implementing LLM Judge systems for automated quality assurance of generated content. Expert in OSCQR-based evaluation rubrics, CLEV voting orchestration (2 judges + conditional 3rd |
| langgraph-specialist model: sonnet | Use proactively for implementing LangGraph StateGraph workflows, defining typed state with Annotation, creating graph nodes, conditional edges, and state machine orchestration. Specialist for Stage 6 |
| llm-service-specialist model: sonnet | Use proactively for implementing LLM service layer, token estimation, summarization strategies, and chunking logic. Specialist for OpenAI SDK integration, OpenRouter API, language detection, and gener |
| skill-builder-v2 model: sonnet | Creates Claude Code Skills following SKILL.md format. Use proactively when user asks to create a new skill. Specialized for utility functions, validation logic, and reusable tools. |
| stage-pipeline-specialist model: sonnet | Use proactively for implementing course generation stage phases, orchestrator enhancements, and pipeline integration. Expert in Stage 2 document classification, Stage 3 budget allocation, Stage 4 RAG |
| typescript-types-specialist model: sonnet | Use proactively for creating TypeScript interfaces, Zod schemas, shared types, and type exports in monorepo architecture. Specialist for type safety, validation schemas, and cross-package type depende |
| utility-builder model: sonnet | Use proactively for building utility services including JSON repair, object transformations, validation utilities, XSS protection (DOMPurify), and Qdrant vector search integration. Specialist for rege |
| technical-writer | Use proactively for creating and maintaining technical documentation including README files, API docs, quickstart guides, and troubleshooting documentation. Specialist for ensuring all documentation i |
| fullstack-nextjs-specialist | Senior fullstack developer specializing in Next.js 15+ and Supabase. Use proactively for complex features requiring both frontend and backend work, real-time functionality, database operations, server |
| nextjs-ui-designer model: sonnet | Senior UI/UX Designer specializing in creating modern, stylish, and distinctive interfaces for Next.js 15+ applications. Use proactively for designing unique component systems, creating brand-appropri |
| visual-effects-creator | Use proactively for creating animations, visual effects, and animated backgrounds using Paper Shaders and modern animation libraries. Specialist for implementing MeshGradient, DotOrbit, StaticMeshGrad |
| bug-fixer | Use proactively to systematically fix bugs from bug-hunter reports. Specialist for processing bug-hunting-report.md files and implementing fixes by priority level with validation and progress tracking |
| bug-hunter | Use proactively for comprehensive bug detection, code validation, dead code identification, and generating prioritized fix tasks. Specialist for finding security vulnerabilities, performance issues, d |
| dead-code-hunter | Use proactively to detect and report unused code, commented blocks, debug artifacts, and unreachable code in the codebase. Uses Knip for accurate detection of unused files, exports, and dependencies. |
| dead-code-remover | Specialist for safely removing dead code after analysis. Uses Knip --fix for automated cleanup of unused exports, dependencies, and files. Use when dead-code-report.md needs cleanup. |
| dependency-auditor | Specialist for analyzing dependency health, detecting security vulnerabilities, and identifying outdated or unused packages. Uses Knip for accurate unused dependency detection. |
| dependency-updater | Use for safe dependency updates, security fixes, and cleanup. Handles one dependency at a time with validation and rollback. |
| reuse-fixer model: sonnet | Use proactively to consolidate duplicated code from reuse-hunter reports. Specialist for processing reuse-hunting-report.md files and implementing Single Source of Truth pattern with re-exports by pri |
| reuse-hunter model: sonnet | Use proactively for comprehensive code duplication detection, identifying duplicated types, interfaces, Zod schemas, constants, and utility functions that should be consolidated using Single Source of |
| security-scanner | Use proactively for comprehensive security vulnerability scanning including SQL injection, XSS, authentication issues, RLS policy validation, and hardcoded secrets detection. Specialist for finding se |
| vulnerability-fixer model: sonnet | Use proactively to systematically fix security vulnerabilities from security-scan-report.md files. Specialist for implementing security fixes by priority level with validation and progress tracking. |
| bullmq-worker-specialist | Use proactively for implementing BullMQ job handlers, workers, and queue management. Specialist for parallel job processing with 30 concurrent workers, retry strategies with model fallback, streaming |
| deployment-engineer | Use proactively for CI/CD pipeline configuration, Docker containerization, deployment automation, and infrastructure as code. Specialist in DevSecOps security gates, GitOps workflows, GitHub Actions, |
| infrastructure-specialist | Use proactively for setting up and configuring external services (Supabase, Qdrant, Redis, BullMQ), implementing queue/worker infrastructure, vector database operations, and service orchestration |
| orchestration-logic-specialist model: sonnet | Use proactively for implementing workflow orchestration logic, stage transitions, barrier enforcement, and progress validation. Specialist for BullMQ workflow state machines, stage dependency validati |
| qdrant-specialist | Use proactively for Qdrant vector database operations, Jina-v3 embedding integration, hybrid search debugging, collection management, and vector indexing troubleshooting. Expert in diagnosing query mi |
| quality-validator-specialist model: sonnet | Use proactively for implementing semantic similarity validation, quality gates, and hybrid escalation retry logic. Specialist for Jina-v3 embeddings integration, cosine similarity computation, quality |
| rag-specialist | Use proactively for RAG (Retrieval-Augmented Generation) context retrieval, caching, and vector search operations. Expert in Qdrant integration, section-level and lesson-level chunk retrieval, context |
| server-hardening-specialist | Use proactively for Linux server security hardening, system administration, monitoring, and maintenance. Expert in SSH hardening, firewall configuration (ufw/iptables), fail2ban setup, intrusion preve |
| lms-integration-specialist model: sonnet | Use proactively for implementing LMS (Learning Management System) integration modules. Expert in Open edX OLX generation, OAuth2 authentication, course packaging, and LMS adapter patterns. Handles XML |
Slash commands (27)
/beads-init/health-bugs/health-cleanup/health-deps/health-metrics/health-reuse/health-security/onboard/process-logs/push/speckit.analyze/speckit.checklist/speckit.clarify/speckit.constitution/speckit.implement/speckit.plan/speckit.specify/speckit.tasks/speckit.taskstoissues/speckit.tobeads/status/supabase-performance-optimizer/translate-doc/ultra-think/upgrade/work/worktree
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