mulchMulch Self Improver — Let your agents grow 🌱. Captures learnings with Mulch so expertise compounds across sessions. Use when: command/tool fails, user corre...
Install via ClawdBot CLI:
clawdbot install austindixson/mulchGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Potentially destructive shell commands in tool definitions
eval (Calls external URL not in known-safe list
https://github.com/nicobailon/surf-cliUses known external API (expected, informational)
googleapis.comAudited Apr 17, 2026 · audit v1.0
Generated Mar 1, 2026
A development team needs to visualize a new microservices architecture before implementation. The skill generates an HTML page with Mermaid diagrams showing component connections, data flow, and deployment topology, using a blueprint aesthetic for technical clarity.
A project manager requests a visual overview of a product roadmap with timelines and milestones. The skill creates an HTML dashboard with CSS-based timeline cards and Chart.js graphs, styled in an editorial theme for stakeholder presentations.
During a code review, a developer asks for a visual comparison of changes between two versions. The skill proactively renders an HTML data table with styled rows and columns, using a monochrome terminal aesthetic for readability, instead of ASCII art.
A data engineer needs to document ETL pipelines for a new data warehouse. The skill generates an HTML page with Mermaid sequence diagrams and data flow charts, applying a gradient mesh aesthetic for a modern, engaging look.
An instructor wants to create interactive learning materials for a computer science course. The skill produces HTML pages with hand-drawn Mermaid mind maps and embedded AI-generated illustrations via surf-cli, using a paper/ink aesthetic for a friendly feel.
Offer a free tier for basic HTML generation with limited themes and templates, and a paid subscription for advanced features like AI image integration, custom branding, and priority support. Revenue comes from monthly or annual subscriptions.
License the skill to large organizations for internal use in documentation, training, and project management. Provide custom integrations, dedicated support, and compliance features. Revenue is generated through one-time licenses or annual contracts.
Offer services to tailor the skill for specific client needs, such as creating custom templates, integrating with proprietary systems, or developing bespoke visualizations. Revenue comes from project-based fees or hourly rates.
💬 Integration Tip
Ensure the AI agent has access to a browser for viewing HTML files and consider installing surf-cli for optional image generation to enhance visual appeal.
Scored Apr 19, 2026
Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, negative parallelisms, and excessive conjunctive phrases.
Humanize AI-generated text to bypass detection. This humanizer rewrites ChatGPT, Claude, and GPT content to sound natural and pass AI detectors like GPTZero,...
Write Arabic that sounds human. Not formal, not robotic, not AI-generated.
Generate ideas fast. Adapt depth and structure to what the user actually needs.
Manage Discord workspace structure and OpenClaw routing as code. Use when creating/renaming/deleting Discord channels, categories, threads, or managing agent...
Evaluate any AI skill's quality through step-by-step diagnosis — measuring trigger accuracy, per-step execution (completion/correctness/quality), efficiency,...