skill-dependency-chain-auditorHelps audit transitive skill dependency chains in agent compositions — catching the class of risk where a skill's direct dependencies appear safe but a depen...
Install via ClawdBot CLI:
clawdbot install andyxinweiminicloud/skill-dependency-chain-auditorGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 21, 2026
An AI agent used by banks to analyze transaction documents for fraud detection. It depends on skills for data extraction, format conversion, and parsing, where a vulnerability in a low-level dependency like a charset detector could allow attackers to inject malicious data, bypassing compliance checks.
An agent in hospitals that processes patient records by relying on skills for text extraction and metadata parsing. A compromised transitive dependency, such as an unverified mime detector, could leak sensitive health data or introduce errors in medical diagnoses.
An agent for online retailers that scans product descriptions and reviews using dependency chains for format conversion and text analysis. An outdated or unaudited dependency like an encoding table could allow attackers to manipulate product data, affecting pricing or inventory systems.
An agent that aggregates threat data from various sources, depending on skills for parsing and network fetching. A vulnerability in a transitive dependency like an http fetcher could enable attackers to exfiltrate sensitive threat intelligence or inject false data into security reports.
An agent used by law firms to audit contracts and legal documents, with dependencies on text extraction and metadata parsing skills. A trust gradient issue, where high-trust top skills depend on low-trust sub-skills, could lead to undetected modifications in legal terms or compliance breaches.
Offer the auditor as a cloud-based service where organizations pay a monthly fee per agent or skill analyzed. This model provides recurring revenue and scales with client usage, ideal for enterprises managing multiple AI agents.
Provide custom auditing services and integration support for companies deploying complex agent systems. This includes one-time setup fees and ongoing maintenance contracts, targeting clients with specific compliance or security needs.
Sell the auditor as an add-on tool in AI skill marketplaces, where developers and organizations can purchase it to vet skills before installation. This leverages existing platforms for distribution and monetization through direct sales or commissions.
💬 Integration Tip
Integrate the auditor into CI/CD pipelines for agent deployments to automatically scan dependency chains during skill updates, ensuring continuous security monitoring.
Scored Apr 19, 2026
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
Use the @steipete/oracle CLI to bundle a prompt plus the right files and get a second-model review (API or browser) for debugging, refactors, design checks, or cross-validation.
Spec-first, TDD, subagent-driven software development workflow. Use when: (1) building any new feature or app — triggers brainstorm → plan → subagent executi...
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions
Systematic code review patterns covering security, performance, maintainability, correctness, and testing — with severity levels, structured feedback guidance, review process, and anti-patterns to avoid. Use when reviewing PRs, establishing review standards, or improving review quality.
Coding style memory that adapts to your preferences, conventions, and patterns for consistent coding.