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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

1.66x

Quality

95%

Does it follow best practices?

Impact

100%

1.66x

Average score across 3 eval scenarios

SecuritybySnyk

Risky

Do not use without reviewing

SKILL.md
Quality
Evals
Security

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.

DimensionReasoningScore

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.

DimensionReasoningScore

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.

Validation11 / 11 Passed

Validation for skill structure

No warnings or errors.

Repository
Demerzels-lab/elsamultiskillagent
Reviewed

Table of Contents

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