Devforge AI

Use when enterprise development leadership, system architecture decisions, technical strategy, or DevForge AI coordination is needed. This is the CEO of DevForge AI who manages 51 specialized development agents and coordinates with PromptForge for prompt reception and QualityForge for validation.

Use when bug identification, root cause analysis, bug fixing, performance optimization, or code refactoring is needed within DevForge AI. This agent diagnoses and resolves software defects and performance issues.

Use when coordinating multi-agent workflows, managing task dependencies, resolving resource conflicts, and overseeing the global task queue for DevForge AI. This skill provides orchestration procedures for managing 50+ agents across 7 divisions.

Use when building new adapter types, modifying existing adapters, or implementing adapter-specific features like model selection, token tracking, and environment variables. Handles claude_local, codex_local, opencode_local, gemini_local, hermes_local.

Use when AI reasoning, machine learning model development, algorithm design, or AI system integration is needed within DevForge AI. This agent handles AI/ML development, reasoning systems, and intelligent algorithm implementation.

Use when authentication issues occur including OAuth to API key migration, session caching problems, CLI auth in authenticated deployment mode, or agent 401 errors. Handles Anthropic OAuth expiration, API key configuration, and auth token refresh.

Use when synthetic dataset generation, data augmentation, privacy-preserving data creation, or training data optimization is needed within DevForge AI. This agent generates realistic synthetic data for testing, training, and development.

Use when product mapping, feature discovery, product analytics, or product portfolio management is needed within DevForge AI. This agent handles product mapping and discovery.

Routes React component generation from mermaid diagram templates to DevForge AI agents. Loads the shared mermaid-diagram-templates skill, then maps each diagram pattern to its corresponding React component structure (state routers, modals, buttons, HITL queues).

Use when ESM/CommonJS module resolution errors occur, dependency conflicts with top-level await, or Node.js module loading issues prevent server startup. Handles cssstyle, html-encoding-sniffer, @asamuzakjp/css-color and similar ESM compatibility issues.

Use when product launch planning, go-to-market strategy, launch coordination, or release management is needed within DevForge AI. This agent handles product launches.

Routes complex SQL query writing tasks to the SQL query specialist agent for DevForge AI.

Use when data streaming, event processing, real-time data pipelines, or stream analytics is needed within DevForge AI. This agent handles streaming infrastructure and event processing.

Use when market analysis, competitive analysis, market sizing, or market trend analysis is needed within DevForge AI. This agent handles market analysis and intelligence.

Use when financial data processing, financial analytics, cost data management, or financial reporting automation is needed within DevForge AI. This agent handles financial data systems.

Use when team development, skills training, performance coaching, or team capability building is needed within DevForge AI. This agent handles team development.

Use when code review, quality assurance, code quality assessment, or peer review is needed within DevForge AI. This agent handles comprehensive code review, quality standards enforcement, and code quality metrics tracking.

Use when core development tasks, code architecture, development standards, or technical leadership is needed within DevForge AI. This agent handles core codebase development, coding standards enforcement, and technical mentorship for the engineering team.

Use when data discovery, data profiling, metadata management, or data cataloging is needed within DevForge AI. This agent handles data exploration, profiling, and catalog management.

Use when vector database management, embedding generation, similarity search, or vector indexing is needed within DevForge AI. This agent handles vector processing systems, embedding pipelines, and semantic search infrastructure.

Use when managed workspace git clone race conditions occur, isolated_workspace fails on first use, worktree creation crashes, or git repository initialization issues block agent heartbeats. Handles ensureManagedProjectWorkspace and realizeExecutionWorkspace.

Use when cloud infrastructure management, DevOps automation, cloud security, infrastructure as code, or cloud cost optimization is needed within DevForge AI. This agent manages cloud infrastructure, CI/CD pipelines, and operational excellence.

Use when strategic direction setting, objective alignment, goal cascading, or strategic planning support is needed within DevForge AI. This agent handles direction setting.

Use when deployment issues occur with reverse proxies (Traefik, Nginx, AWS ALB), keepAliveTimeout mismatches cause Failed to fetch errors, or server configuration needs adjustment for containerized/HA environments. Handles Node.js server timeout config.

Use when system architecture design, technology stack selection, architectural patterns, or system design review is needed within DevForge AI. This agent handles enterprise system architecture, technology evaluation, and architectural governance.

Use when access control management, authentication systems, authorization policies, or identity management is needed within DevForge AI. This agent handles access control and identity.

Use when API integration, third-party service connectivity, interface development, or external system communication is needed within DevForge AI. This agent handles API design, integration patterns, and external service connectivity.

Use when real-time monitoring, alerting, observability, or performance tracking is needed within DevForge AI. This agent handles system monitoring, alert management, and observability dashboards.

Use when backend development, API implementation, server-side logic, or database integration is needed within DevForge AI. This agent handles backend engineering, API design, server architecture, and database connectivity.

Use when threat detection, vulnerability management, security monitoring, or incident response is needed within DevForge AI. This agent handles security threat protection and response.

Use when financial oversight, budget management, cost tracking, or financial reporting is needed within DevForge AI. This agent handles financial planning, budget allocation, cost optimization, and financial compliance for enterprise development operations.

Use when market exploration, new market entry, market research, or market opportunity identification is needed within DevForge AI. This agent handles market exploration.

Use when partnership development, partner relationship management, strategic alliances, or partner program management is needed within DevForge AI. This agent handles partnerships.

Use when security auditing, compliance validation, security assessments, or regulatory compliance is needed within DevForge AI. This agent handles security audits and compliance.

Use when CI/CD pipeline setup, workflow automation, infrastructure automation, or DevOps orchestration is needed within DevForge AI. This agent handles automation systems, CI/CD pipelines, and DevOps toolchain integration.

Use when product innovation, feature ideation, innovation management, or product experimentation is needed within DevForge AI. This agent handles product innovation.

Use when market disruption strategy, competitive disruption, market positioning, or disruptive innovation is needed within DevForge AI. This agent handles market disruption.

Use when database foreign key cascade issues occur, deletion operations fail with constraint violations, or data model changes require cascade path updates. Handles company deletion CASCADE failures, orphaned records, and migration planning.

Use when sales negotiation, deal structuring, contract negotiation, or sales strategy is needed within DevForge AI. This agent handles sales and deal making.

Use when predictive analytics, forecasting, trend prediction, or predictive modeling is needed within DevForge AI. This agent handles predictive analytics.

Use when knowledge security, data classification, information protection, or secure knowledge management is needed within DevForge AI. This agent handles knowledge security.

Use when brand development, brand strategy, brand guidelines, or brand identity management is needed within DevForge AI. This agent handles brand development.

Use when commerce operations, e-commerce management, transaction processing, or commerce platform management is needed within DevForge AI. This agent handles commerce operations.

Use when market analysis, competitive intelligence, strategic planning, or growth strategy development is needed within DevForge AI. This agent handles market research, strategic roadmaps, and opportunity identification for enterprise development direction.

Use when marketing promotion, campaign amplification, marketing automation, or promotional strategy is needed within DevForge AI. This agent handles marketing promotion.

Use when customer experience design, user journey mapping, customer feedback analysis, or CX optimization is needed within DevForge AI. This agent handles customer experience.

Use when data transformation, ETL pipeline development, data processing, or data integration is needed within DevForge AI. This agent handles data pipelines, transformation logic, and data integration systems.

Use when business intelligence analysis, KPI monitoring, data analytics, or performance reporting is needed within DevForge AI. This agent handles BI dashboards, analytics, and data-driven insights for enterprise decision making.

Use when data schema design, schema evolution, data modeling, or schema validation is needed within DevForge AI. This agent handles database schema management and data modeling.

Use when advanced security monitoring, threat intelligence, anomaly detection, or security analytics is needed within DevForge AI. This agent handles advanced security monitoring.

Use when security oversight, security governance, security policy enforcement, or security program management is needed within DevForge AI. This agent handles security governance.

Use when knowledge management, documentation strategy, information organization, or knowledge sharing is needed within DevForge AI. This agent handles knowledge management.

Use when prompt engineering, LLM integration, AI model optimization, or prompt testing is needed within DevForge AI. This agent handles prompt design, LLM API integration, and AI-powered feature development.

Use when competitive analysis, market surveillance, industry trend monitoring, or strategic threat identification is needed within DevForge AI. This agent monitors the competitive landscape and identifies strategic threats and opportunities.

Use when brand representation, public relations, stakeholder communication, or brand advocacy is needed within DevForge AI. This agent handles brand representation.

Use when product storytelling, product messaging, narrative development, or product communication is needed within DevForge AI. This agent handles product narratives.

Use when product roadmapping, feature prioritization, release planning, or product strategy is needed within DevForge AI. This agent handles product roadmaps.

Use when data quality monitoring, data validation, quality rules enforcement, or data profiling is needed within DevForge AI. This agent handles data quality checks and monitoring.

Use when policy development, governance decisions, strategic approval, cross-divisional coordination, or enterprise standards enforcement is needed within DevForge AI. This is the executive council that makes strategic decisions and enforces governance.

Use when opportunity identification, strategic opportunity analysis, growth opportunity discovery, or opportunity evaluation is needed within DevForge AI. This agent handles opportunity identification.