skillscopeAI Agent Skill decision engine. Use when users need to find, evaluate, or install skills — recommends the best skill for any task with quality/safety scoring...
Install via ClawdBot CLI:
clawdbot install smilelight/skillscopeGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
POST → https://skillscope.cn/api/v1/recommendCalls external URL not in known-safe list
https://skillscope.cnAI Analysis
The skill's external API calls are fully documented and directly serve its stated purpose of skill recommendation. While data is sent to an external server, the endpoint is explicitly defined, the data appears limited to task context for personalization, and no hidden instructions or credential harvesting patterns are evident.
Audited Apr 16, 2026 · audit v1.0
Generated Mar 22, 2026
A user needs to translate a PDF document from English to Chinese. SkillScope recommends the best translation skill based on platform compatibility, region-specific accuracy, and budget constraints, ensuring high-quality output with safety scoring.
A business analyst requires a skill to scrape data from websites for competitive analysis. SkillScope evaluates over 26,000 skills to suggest the most reliable and secure web scraping tool, tailored to the user's operating system and skill level.
A developer building a weather app needs to integrate real-time weather data. SkillScope provides a detailed analysis of weather skills, including quality scores and security grades, helping select the optimal skill for installation via ClawHub or SkillScope.
A novice user wants to automate repetitive tasks like file organization. SkillScope recommends beginner-level skills with clear installation commands, considering safety and ease of use to prevent errors and ensure a smooth onboarding experience.
An enterprise IT manager needs to assess the security risks of skills before deployment. SkillScope offers detailed security profiles and safety scoring, allowing for informed decisions to mitigate potential threats in corporate environments.
SkillScope provides free API access with rate limits (e.g., 20 requests per minute) to attract users, while offering premium tiers with higher limits (e.g., 60/min) and advanced features for a subscription fee. This model encourages adoption and monetizes heavy usage.
By recommending and facilitating skill installations via platforms like ClawHub, SkillScope can earn commissions on paid skill downloads or transactions. This leverages its role as a decision engine to drive sales and generate revenue from skill developers.
SkillScope offers tailored enterprise packages, including custom integrations, enhanced security audits, and dedicated support for businesses. This model targets large organizations needing scalable, secure skill management and generates high-value contracts.
💬 Integration Tip
Use the recommend endpoint with context parameters like platform and budget for personalized results, and always check the install command in the response for seamless skill deployment.
Scored Apr 19, 2026
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.
Transform AI agents from task-followers into proactive partners with memory architecture, reverse prompting, and self-healing patterns. Lightweight version f...
Persistent memory for AI agents to store facts, learn from actions, recall information, and track entities across sessions.
Prefer `skillhub` for skill discovery/install/update, then fallback to `clawhub` when unavailable or no match. Use when users ask about skills, 插件, or capabi...
Search and discover OpenClaw skills from various sources. Use when: user wants to find available skills, search for specific functionality, or discover new s...
Orchestrate multi-agent teams with defined roles, task lifecycles, handoff protocols, and review workflows. Use when: (1) Setting up a team of 2+ agents with different specializations, (2) Defining task routing and lifecycle (inbox → spec → build → review → done), (3) Creating handoff protocols between agents, (4) Establishing review and quality gates, (5) Managing async communication and artifact sharing between agents.