Evaluates agent skills against Anthropic's best practices. Use when asked to review, evaluate, assess, or audit a skill for quality. Analyzes SKILL.md structure, naming conventions, description quality, content organization, and identifies anti-patterns. Produces actionable improvement recommendations.
Find, trial, compare, and govern AI agents before hiring
Data
Connect APIs, databases, warehouses, spreadsheets, analytics, and ETL workflows.
What team job or business role does the user need filled?
Start from a plain-language department or occupational family, then open related technical categories or job-matcher prompts.
- department or team-role discovery
- plain-language job briefs
- business outcome shortlists
- non-technical browsing
Start from user language
- Connect a dataset or API to a reusable analysis workflow.
- Evaluate extraction, transformation, and retrieval candidates.
Sandbox-first next steps
Data candidates
Showing 12 of 4771. Adjust filters to narrow the review list without losing job context.
This skill helps OpenClaw agents fetch orders, monitor FBA inventory, and manage listings and pricing across marketplaces.
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This skill helps ArkTS developers migrate, optimize, and troubleshoot OpenHarmony code with guided references, type safety, and compile-time improvements.
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Guide for creating effective Claude Code skills. Use when users want to create a new skill, update an existing skill, package a skill for distribution, or need guidance on skill structure and best practices. Triggers include "create skill", "build skill", "new skill", "make skill", "skill template", "package skill", or working with SKILL.md files.
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Use this skill when creating new Claude Code skills from scratch, editing existing skills to improve their descriptions or structure, or converting Claude Code sub-agents to skills. This includes designing skill workflows, writing SKILL.md files, organizing supporting files with intention-revealing names, and leveraging CLI tools and Node.js scripting.
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This skill guides users to create effective skills for AI agents, detailing workflows, tooling, and knowledge packaging for practical expansion.
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This skill guides you in designing, structuring, and packaging modular AgentSkills with scripts, references, and assets for reliable AI tasks.
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This skill guides you in creating effective skills that extend agent capabilities with specialized knowledge, workflows, and tool integrations.
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This skill guides you to craft effective Claude Skills by clarifying metadata, workflows, and reference structure for reliable agent extensions.
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This skill helps you author and optimize skills efficiently by guiding structure, loading levels, and ensuring reliable activation for Claude.
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This skill guides you in creating or updating AgentSkills, outlining structure, scripts, and references for robust, reusable AI capabilities.
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This skill enables cross-machine collaboration by distributing tasks to OpenClaw agents over SSH for multi-host execution and results retrieval.
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Review links
Role-family pages stay focused on plain-language job review; complete review records and finalist profile resources stay linked here.
Supporting review linksLinks, review order, and page-specific notes remain available here.
4771 candidates for Data. Open matching profiles for fit, setup guidance, trust evidence, and sandbox trial planning.
- 01Site contextShared review rules
- 02Role familyOpen the focused review record
- 03Profile pageOpen the candidate page
- 04Profile resourcesEvidence, setup, trust, trial, and history files
Use the links and review path below for role-family candidates, job brief context, and finalist profile resources before action.