Skylv Prompt Optimization Tool
AdvisoryAudited by Static analysis on May 3, 2026.
Overview
No suspicious patterns detected.
Findings (0)
Artifact-based informational review of SKILL.md, metadata, install specs, static scan signals, and capability signals. ClawScan does not execute the skill or run runtime probes.
If followed literally, optimization could consume many model calls or tokens.
The skill’s A/B testing guidance suggests a large number of prompt test runs over a multi-day period. This is aligned with prompt optimization, but users should explicitly control cost, duration, and approval before running such tests.
sample_size: 每个变体 100+ 次测试 ... duration: 7-14 天
Ask the agent to simulate first or set a small test count, budget, and stop condition before running real A/B tests.
The listed package identity is slightly inconsistent, which may make provenance harder to verify.
The registry metadata differs from the SKILL.md frontmatter version and slug. Because this is instruction-only and contains no runnable code, this is a provenance/packaging note rather than a security concern.
Registry metadata: Version: 1.0.0 ... SKILL.md: version: 1.0.2; slug: skylv-ai-prompt-optimizer
Confirm the skill name, version, and publisher before relying on it in important workflows.