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Auto Security Learning Detecting Prompt

ASecurity

PVDetector, a training-free framework that detects PI attacks during LLM inference by measuring hidd GAP: no mappable capability in latest signal (our

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  • Added October 4, 2026
ai-agentssecurity

Security analysis

A100/100

Scanned October 4, 2026

npx -y skills add openamer/openamer --skill auto-security-learning-detecting-prompt --agent claude-code

Installs into .claude/skills of the current project.

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SKILL.md
---
name: auto-security-learning-detecting-prompt
description: "PVDetector, a training-free framework that detects PI attacks during LLM inference by measuring hidd GAP: no mappable capability in latest signal (our"
auto_generated: true
created: 2026-09-18
source_insight: "Security learning (Detecting prompt injection attacks in LLMs using adversarial examples): What shou"
status: draft
fitness_score: 0
trials: 0
wins: 0
---

# Auto Security Learning Detecting Prompt

## Trigger
Use when the agent encounters: PVDetector, a training-free framework that detects PI attacks during LLM inference by measuring hidd

## Verification
- [ ] The skill produces the expected output for its domain
- [ ] No errors in execution
- [ ] Insight quality: actionable and specific

## Notes
Auto-generated from internet insight (Knowledge-to-Action pipeline).
Darwin will trial this skill; it gets promoted only if it wins arena fights.

Attribution

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