improve-skillMeta-skill: evaluate any Factory Droid skill against the current project codebase and suggest concrete improvements. Use when: a skill feels incomplete, prod...
Install via ClawdBot CLI:
clawdbot install somacosf/improve-skillGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 20, 2026
An online retailer wants to improve a skill that generates product descriptions by analyzing their codebase for missing edge cases like variant handling or SEO optimization. The skill currently produces generic descriptions but could be tailored to their specific product taxonomy and framework patterns.
A software-as-a-service company uses a skill to automate code refactoring, but it struggles with their monorepo structure and Next.js App Router. They need improvements to handle nested directories and framework-specific files for better consistency and efficiency.
A healthcare provider employs a skill to anonymize patient data in their codebase, but it misses edge cases like non-UTF-8 files or binary assets. Enhancing the skill to detect and handle these securely ensures compliance and data integrity across diverse file types.
A financial institution relies on a skill to generate reports from codebase analytics, but outputs lack accuracy and machine-readable formats. Improving the skill to produce structured data and handle large volumes efficiently supports better decision-making and integration with other tools.
An e-learning platform uses a skill to organize educational materials, but it doesn't respect naming conventions or handle generated files well. Tightening the skill to align with their directory structure and edge cases improves user experience and content discoverability.
Offer this meta-skill as a premium service where users pay monthly to evaluate and improve their installed skills. Revenue comes from tiered subscriptions based on the number of skills analyzed and the depth of recommendations provided.
Provide bespoke improvements for specific skills tailored to client codebases. Charge per project or hourly for in-depth analysis and implementation of fixes, targeting enterprises with complex or niche requirements.
Release a free version for basic skill evaluations and monetize through advanced features like automated fix generation, integration with CI/CD pipelines, or priority support. Upsell to teams needing scalable solutions.
💬 Integration Tip
Integrate this skill into your development workflow by running it after each major codebase change or skill invocation to ensure continuous improvement and alignment with project evolution.
Scored Apr 19, 2026
Meta-skill for AI agent self-improvement. Analyzes runtime logs to detect error patterns, regressions, and inefficiencies, then generates structured improvem...
Stop waiting for prompts. Keep working.
Turn OpenClaw into a learning-loop agent with seeded workspace rules, skill promotion, reflective memory, and proactive maintenance.
Meta-agent skill for orchestrating complex tasks through autonomous sub-agents. Decomposes macro tasks into subtasks, spawns specialized sub-agents with dynamically generated SKILL.md files, coordinates file-based communication, consolidates results, and dissolves agents upon completion. MANDATORY TRIGGERS: orchestrate, multi-agent, decompose task, spawn agents, sub-agents, parallel agents, agent coordination, task breakdown, meta-agent, agent factory, delegate tasks
Complete toolkit for creating autonomous AI agents and managing Discord channels for OpenClaw. Use when setting up multi-agent systems, creating new agents, or managing Discord channel organization.
Billions decentralized identity for agents. Link agents to human identities using Billions ERC-8004 and Attestation Registries. Verify and generate authentic...