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openclaw-vsr-bridge

Install vLLM Semantic Router in agent-safe mode, import supported OpenClaw model providers into canonical VSR config, and rewrite OpenClaw to target VSR.

69

Quality

84%

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SecuritybySnyk

Critical

Do not install without reviewing

SKILL.md
Quality
Evals
Security

Quality

Content

93%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The content is lean, highly actionable, and well-structured with concrete executable commands and a clear sequenced workflow including validation. The only gap is the absence of an explicit failure-recovery feedback loop after the suggested validation commands.

Suggestions

Add an explicit feedback loop after the validation commands, e.g. "If validation reports errors, fix the config and re-run `vllm-sr validate` until it passes before serving."

Clarify what to report or do if the import step fails (e.g. backup conflicts without --force) so the recovery path is as concrete as the happy path.

DimensionReasoningScore

Conciseness

The body is lean and assumes Claude's competence — no padding, no explanation of what VSR or OpenClaw are, and every step earns its tokens with concrete commands.

5 / 5

Actionability

Fully executable, copy-paste-ready commands throughout (curl installer, vllm-sr config import, validate, router, serve, curl probe) with only appropriate placeholders, covering the common migration cases.

5 / 5

Workflow Clarity

A clearly numbered 8-step sequence with explicit validation/verification steps (validate, serve, curl probe) and a guard against premature rewrite, but it lacks an explicit validate→fix→retry feedback loop for failure recovery.

4 / 5

Progressive Disclosure

Well-organized into clear sections (When To Use, Requirements, Workflow, Boundaries) with no need for external references and no nested lookups; structure is easy to navigate.

5 / 5

Total

19

/

20

Passed

Description

75%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

The description is specific, actionable, and highly distinct, with three concrete capabilities and strong product-name keywords. Its main weakness is the absence of an explicit "Use when..." trigger clause, which limits the completeness score.

Suggestions

Add an explicit trigger clause, e.g. "Use when an OpenClaw agent needs to install VSR without launching the dashboard, or when moving an existing openclaw.json under VSR management."

Include the relevant file extensions/filenames (openclaw.json, config.yaml) as natural trigger terms to broaden keyword coverage.

Consider mentioning the validation/safety angle ("after canonical config.yaml is written") as a trigger phrase to surface the skill for safety-conscious migration requests.

DimensionReasoningScore

Specificity

Lists three concrete, distinct actions — "Install vLLM Semantic Router in agent-safe mode", "import supported OpenClaw model providers into canonical VSR config", and "rewrite OpenClaw to target VSR" — giving comprehensive coverage of the skill's capabilities.

5 / 5

Completeness

Clearly answers "what" with concrete actions but provides no "Use when..." clause or equivalent explicit trigger guidance, which caps completeness at 3 per the judging guidelines.

3 / 5

Trigger Term Quality

Strong niche keywords users would actually say ("vLLM Semantic Router", "OpenClaw", "VSR config", "agent-safe mode"), but missing natural variations or file extensions (e.g. openclaw.json, config.yaml).

4 / 5

Distinctiveness Conflict Risk

Names a very specific niche (VSR ↔ OpenClaw bridge) with distinct triggers, making overlap with other skills unlikely and conflict risk minimal.

5 / 5

Total

17

/

20

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.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
vllm-project/semantic-router
Reviewed

Table of Contents

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