ai-usage-auditGenerates a monthly HTML report analyzing your recent AI conversations by theme, efficiency patterns, output value, and collaboration quality with actionable...
Install via ClawdBot CLI:
clawdbot install jjliu6/ai-usage-auditGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://fonts.googleapis.com/css2?family=Newsreader:italUses known external API (expected, informational)
googleapis.comAudited Apr 16, 2026 · audit v1.0
Generated Apr 19, 2026
A freelance writer uses the skill monthly to audit AI usage for content generation, translation, and research tasks. It helps identify time wasted on repetitive queries and optimize prompt efficiency, ensuring more billable hours are spent on high-value output like completed articles.
A tech lead applies the skill to review team AI conversations for coding, debugging, and architecture discussions. It detects patterns like repeated debugging questions or abandoned code threads, enabling better training and tool allocation to boost development velocity.
A researcher uses the skill to analyze AI-assisted conversations for literature reviews, data synthesis, and hypothesis exploration. It highlights inefficiencies like over-exploration without actionable conclusions, helping refine research methodologies for faster paper drafting.
An entrepreneur audits AI usage for decision-making, market analysis, and document processing. The skill identifies friction points like excessive revision of business plans, allowing optimization of AI collaboration to streamline operations and strategic planning.
Offer a free basic audit with limited history analysis and paid tiers for advanced insights, custom reports, and integration with project management tools. Revenue comes from monthly subscriptions targeting professionals and teams seeking continuous improvement.
License the skill as part of a larger AI productivity suite for corporations, with features like team-wide audits, compliance tracking, and API access. Revenue is generated through annual contracts based on user count and customization needs.
Bundle the skill with human-led consulting services, where audits are used to provide personalized coaching on AI efficiency. Revenue comes from one-time project fees or retainer models for ongoing optimization support.
💬 Integration Tip
Ensure the AI platform supports conversation history tools like recent_chats; integrate with project management software to cross-reference audit insights with task completion data.
Scored Apr 19, 2026
Security vetting protocol before installing any AI agent skill. Red flag detection for credential theft, obfuscated code, exfiltration. Risk classification L...
Security-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other sources. Checks for red flags, permission scope,...
Comprehensive security auditing for Clawdbot deployments. Scans for exposed credentials, open ports, weak configs, and vulnerabilities. Auto-fix mode included.
Audit codebases and infrastructure for security issues. Use when scanning dependencies for vulnerabilities, detecting hardcoded secrets, checking OWASP top 10 issues, verifying SSL/TLS, auditing file permissions, or reviewing code for injection and auth flaws.
Audit a user's current AI tool stack. Score each tool by ROI, identify redundancies, gaps, and upgrade opportunities. Produces a structured report with score...
Detect anomalies and outliers in construction data: unusual costs, schedule variances, productivity spikes. Statistical and ML-based detection methods.