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Routes natural language user requests to the most relevant specialized AI skills and automated workflows.
Manages lifecycle metadata, ownership, and semantic versioning for software development and marketing artifacts.
Generates executive-ready performance summaries and strategic insights from marketing and KPI data.
Converts PDF documentation, manuals, and reports into organized, searchable text, tables, and images for agentic workflows.
Automates market research and competitor monitoring to identify strategic positioning gaps and growth opportunities.
Manages the lifecycle of project artifacts by tracking versioning, ownership, and review history through standardized metadata.
Scrapes documentation websites and transforms them into organized, categorized reference files for AI context and offline archives.
Validates AIWG configuration files and project setups to ensure structural integrity and operational readiness for autonomous coding.
Empowers engineering teams to make data-driven technical choices through weighted decision matrices and automated Architecture Decision Record (ADR) generation.
Automates multi-stage quality assurance and channel-specific validation for marketing assets, including social media, email, and digital ads.
Consolidates feedback from multiple reviewers into prioritized, actionable reports with automated conflict resolution logic.
Monitors and optimizes the integrity of agentic coding environments by identifying stale artifacts and documentation drift.
Verifies bidirectional alignment between project requirements, source code, and test suites to ensure complete SDLC coverage.
Automates the gathering and analysis of competitor data to identify market opportunities and positioning strategies.
Audits and validates the alignment between requirements, source code, and test suites to ensure full project coverage.
Manages system architecture changes through automated impact analysis, ADR generation, and phased migration planning.
Conducts comprehensive security audits, threat modeling, and vulnerability scanning for autonomous agentic coding projects.
Validates software development lifecycle phase gates using multi-agent reviews and automated readiness reporting.
Generates professional SDLC reports and metrics dashboards to track project health, velocity, and delivery status.
Automates multi-stage quality assurance for marketing assets across social media, email, digital ads, and print channels.
Manages spec-driven development and issue tracking through a lightweight agent orchestration system that lives directly in your repository.
Identifies and flags unsupported claims, unverified metrics, and marketing superlatives in documentation to ensure factual accuracy.
Manages structural code changes through comprehensive impact analysis, ADR generation, and phased migration planning.
Consolidates multi-reviewer feedback into a prioritized, actionable report with automated conflict resolution.
Automates the instantiation and validation of structured templates for code, documentation, and project artifacts.
Transforms text and documentation to match specific voice profiles, ensuring consistent tone, vocabulary, and structure across all project communications.
Verifies bidirectional traceability between requirements, source code, and test suites to ensure complete project coverage and compliance.
Analyzes codebase test coverage, identifies critical gaps, and provides prioritized recommendations for improving software quality.
Streamlines marketing asset reviews through automated multi-tier approval routing, status tracking, and comprehensive audit logging.
Automates the collection, transformation, and reporting of marketing metrics across advertising, analytics, and social platforms.
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