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pii-skills-ablation-study
An Ablation Study of Agent Skills Injection for PII Detection in Small Language Models associated with paper "When Parametric Knowledge Wins: A Controlled Ablation of Agent Skills and Tool Use for PII Detection in Small Language Models"
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InstallSKILLInstall as a Claude Code skill
Universal installANY TOOL
$ npx skillcity@latest EdyVision/pii-skills-ablation-studyAuto-detects the skill or MCP server in this repo and installs it for Claude Code, Codex, Cursor, Cline, OpenCode, Gemini CLI, Anti-Gravity, OpenClaw and Hermes.
Requires Node.js 18+ (ships with npx).
Or install manually
# Install into ~/.claude/skills/ mkdir -p ~/.claude/skills/pii-skills-ablation-study curl -fsSL https://raw.githubusercontent.com/EdyVision/pii-skills-ablation-study/main/SKILL.md -o ~/.claude/skills/pii-skills-ablation-study/SKILL.md
Loading README…
Ask a simulated agent to run this skill. It loads the real SKILL.md and reasons over your task with NVIDIA.
pii-skills-ablation-study — sandboxAI sandbox
Pick a quick prompt below or type your own — watch the agent execute this skill step by step.
guest@skillcity:~$Try a prompt