Skaftor
Skaftor is an AI-native platform that serves as the system of record for software delivery, capturing intent, orchestrating coding agents, and maintaining a persistent memory of every decision and shipped line. It provides a unified workspace that transforms high-level intent into architecture, work orders, and production code, with full traceability from requirements to deployment. The platform integrates with existing development tools like GitHub, Jira, and Notion, and dispatches work to AI coding agents such as Cursor and Claude Code via the Model Context Protocol (MCP). Key features include a knowledge graph for artifacts and relationships, impact analysis, duplicate detection, role-based views, and a governed change lifecycle with audit trails. Skaftor aims to bring order and institutional memory to AI-native development, enabling teams to direct outcomes rather than write code line by line.
- Category
- AI Workflow
- Pricing
- Unknown
Problem solved
AI-native software development often suffers from fragmented context, forgotten decisions, and lack of traceability. Skaftor addresses this by providing a centralized platform where intent is captured, work is orchestrated, and all decisions and changes are remembered, ensuring that organizations can rebuild context and maintain governance over increasingly agent-driven coding processes.
Use cases
- Orchestrating AI coding agents across a team
- Maintaining a searchable knowledge graph of all software artifacts
- Generating and managing work orders from product requirements
- Performing impact analysis before implementing changes
- Detecting duplicate features or work across projects
- Providing role-specific views for product managers, tech leads, and QA
- Ensuring governed change lifecycle with audit trails for compliance
- Tracing every deployed line back to its original intent
Audience
- Developers
- Product Managers
- Enterprise
- Startups
Pros
- Centralizes AI-driven development workflow
- Provides persistent organizational memory
- Governed change lifecycle with full audit trail
- Agent-agnostic: works with multiple AI coding tools
- Integrates with popular development and project management tools
Cons
- Pricing not transparent (no public information)
- Dependence on third-party AI agents may introduce reliability issues
- May require significant change management and team adoption
- Potential vendor lock-in for workflow orchestration
- Limited community and ecosystem as a newer platform
Official website: https://skaftor.com/
Canonical LambdaBase page: https://www.lambdabase.com/tools/skaftor