No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →
by danyuchn · Claude Skill · ★ 140
Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h
🔒 Is pii-guard safe to install? View the security audit →
pii-guard 繁體中文（台灣）個人資料去識別化工具。把文件裡的個資換成可還原的代號，讓你能用雲端 AI 處理機敏文件，處理完再換回來。偵測與還原全程在你自己的機器上跑。 English summary — Reversible PII de-identification for Traditional Chinese (Taiwan) documents. 核心去識別化不需要啟動 Ollama。它可以先用本機的規則與中文辨識模型快速產出去識別化副本，再由使用者在本機網頁介面補遮漏網資料或放回誤遮內容。需要更高召回率時，才選擇加入 Ollama 的本地稽核。 Most tools that strip PII before an LLM call are network gateways (LiteLLM + Presidio, PrivAiTe, AI Security Gateway) and they work well. None of them handle Taiwanese PII: national ID and ARC numbers, 統一編號 business IDs, local phone formats, or Traditional Chinese personal and organisation names — which need CKIP's Chinese NER rather than an English model with the locale switched. This fills that gap, and differs in one more way: it produces a redacted file you can keep and hand to someone, not a per-request proxy. Detection is Presidio + CKIP BERT + Taiwan regex; substitution and restoration are plain code, so restoration is exact. A bundled Claude Code skill runs the whole thing without letting the cloud agent read the original. Everything below is in Traditional Chinese. Start at 安裝.
| Stars | 140 |
| Forks | 13 |
| Language | Python |
| Category | Claude Skill |
| License | MIT |
| Quality Score | 61.4779554977471/100 |
| Last Updated | 2026-09-16 |
| Created | 2026-03-30 |
| Platforms | claude-code, python |
| Est. Tokens | ~16k |
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針對台灣求職市場的開源多代理 AI 求職 co-pilot：自動找職缺、履歷健檢、一鍵產生客製投遞包（履歷・求職信・面試準備・公司情報）與模擬面試。本機 Claude Code／Codex CLI 免 API key，也
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pii-guard is 繁體中文（台灣）個人資料去識別化工具，讓業務文件可以安全地送進 AI 處理 / Reversible Traditional-Chinese (Taiwan) PII de-identification for LLM workflows — fully local. It is categorized as a Claude Skill with 140 GitHub stars.
pii-guard is primarily written in Python. It covers topics such as anonymization, claude-code, gdpr.
You can find installation instructions and usage details in the pii-guard GitHub repository at github.com/danyuchn/pii-guard. The project has 140 stars and 13 forks, indicating an active community.
pii-guard is released under the MIT license, making it free to use and modify according to the license terms.
The top alternatives to pii-guard on Agent Skills Hub include NoPII, jobsmith, datafog-python. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.
Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. It is a first-layer scan, not a manual audit — we say so rather than overstate it.
The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.
Sources & who's responsible: