Show HN: Skillsaw – Linter for Context (github.com)

A new tool called "skillsaw" has been introduced to the AI/ML community as a specialized linter for AI coding agents, aimed at enhancing code quality and security. By validating the structure of AI-related files across multiple coding ecosystems, skillsaw guards against supply chain attacks and enforces research-backed content rules. It supports various agent configurations including Claude Code, OpenAI Codex, and others, and provides automatic fixes for common errors, thus streamlining the coding process for AI applications. The significance of skillsaw lies in its ability to improve both the safety and efficiency of AI coding workflows. Its comprehensive feature set includes detection of instruction drifts, cognitive overload, and even potential prompt injection threats, facilitating a more secure coding environment. Moreover, skillsaw integrates seamlessly into CI pipelines and coding-agent workflows, offering customizable rules and diagnostics with outputs in various formats, which not only helps developers maintain high coding standards but also enhances project governance in this rapidly evolving field.