Set up Rei Qwen3 Coder as a model provider. Use when configuring coder.reilabs.org, adding Rei to Clawdbot, or troubleshooting 403 errors from Rei endpoints.
96
Quality
95%
Does it follow best practices?
Impact
100%
1.66xAverage score across 3 eval scenarios
Risky
Do not use without reviewing
Quality
Discovery
89%Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.
This is a well-crafted skill description with strong trigger terms and clear 'Use when' guidance. The specific product names and error codes make it highly distinctive and easy to match. The main weakness is that the 'what' portion could be more specific about the actual setup actions involved.
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | Names the domain (Rei Qwen3 Coder model provider) and some actions (configuring, adding, troubleshooting), but doesn't list comprehensive concrete actions like specific setup steps or configuration details. | 2 / 3 |
Completeness | Clearly answers both what ('Set up Rei Qwen3 Coder as a model provider') and when ('Use when configuring coder.reilabs.org, adding Rei to Clawdbot, or troubleshooting 403 errors') with explicit trigger scenarios. | 3 / 3 |
Trigger Term Quality | Excellent coverage of natural terms users would say: 'Rei Qwen3 Coder', 'coder.reilabs.org', 'Clawdbot', '403 errors', 'Rei endpoints' - these are specific, searchable terms users would naturally mention. | 3 / 3 |
Distinctiveness Conflict Risk | Highly distinctive with specific product names (Rei Qwen3 Coder, Clawdbot, coder.reilabs.org) that create a clear niche unlikely to conflict with other skills. | 3 / 3 |
Total | 11 / 12 Passed |
Implementation
100%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This is a well-crafted skill that efficiently covers multiple setup paths (script, agent, manual) with concrete, executable examples. The structure progresses logically from easiest to most detailed approach, includes recovery options, and addresses common failure modes in the troubleshooting section.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The content is lean and efficient, providing only necessary information without explaining concepts Claude already knows. No padding or unnecessary context about what APIs are or how JSON works. | 3 / 3 |
Actionability | Provides fully executable commands and copy-paste ready JSON configuration. Multiple concrete paths (script, agent, manual) with specific commands and exact file paths. | 3 / 3 |
Workflow Clarity | Clear sequences for setup, switching, and reverting. Includes explicit revert/recovery step if something breaks. For a configuration skill, the workflow is appropriately simple and unambiguous. | 3 / 3 |
Progressive Disclosure | Well-organized with clear sections progressing from quick setup (script) to agent-assisted to manual configuration. Troubleshooting at the end addresses common issues. Content is appropriately sized for a single file. | 3 / 3 |
Total | 12 / 12 Passed |
Validation
100%Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.
Validation — 11 / 11 Passed
Validation for skill structure
No warnings or errors.
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Table of Contents
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