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針對自動化編碼代理（Codex、Claude Code 等）交付物之「瑕疵簽名庫」與掃描程序，現有 48 條家族簽名（SIG-01～SIG-48）及 append-only 案例紀錄。凡需審核、驗收或複查 AI 交付之提交、報告、方案與補丁，或使用者要求「檢查是否含可疑或無來源的控制機制」「核對文件真偽」「確認是否自行加入多餘關卡」時，先載入本技能逐條掃描；命中而無法提出四項舉證者一律退回，新形態當場登錄於 SAMPLES.md。
gpt-slop-signatures is an agent skill entry in ChatHome Skills, sourced from GitHub Skill Search and scored 58/100. # AI 交付物瑕疵簽名庫（GPT-slop signatures） 本技能以類似防毒軟件之方式運作：**家族簽名**辨識結構性的錯誤行為，**案例指紋**對應已實際發生之個案。判定依據為可觀察的程式形狀與證據缺口，不作動機推測，亦不作文字風格評論。 ## 0. 掃描前必備三項（缺一不得開始） 1. **交付清單**：. As an agent skill, it packages a reusable instruction set that AI coding agents such as Codex and Claude Code can load to perform this task without hand-written glue code. ChatHome Skills discovered this entry through its daily ingest of official registries and GitHub discovery queries, and re-verifies repository facts, freshness signals, and install metadata on every run. The quality score weighs official-registry presence, a working install command, license clarity, GitHub star trajectory, and repository freshness — the full formula is on the Sources page. The install command above is ready to copy. Review the last-pushed date and repository status before adding gpt-slop-signatures to a production agent workflow; the snapshot facts below are point-in-time values from the most recent ingest.
codex skill install personadynamics-studio/anti-gpt-slopReview the upstream source before running this command.
Scan coverage: Install metadata and the indexed document body.
Automated signals from install metadata and a bounded skill body — not a full code security audit and not a recursive source or dependency review.
# AI 交付物瑕疵簽名庫（GPT-slop signatures） 本技能以類似防毒軟件之方式運作：**家族簽名**辨識結構性的錯誤行為，**案例指紋**對應已實際發生之個案。判定依據為可觀察的程式形狀與證據缺口，不作動機推測，亦不作文字風格評論。 ## 0. 掃描前必備三項（缺一不得開始） 1. **交付清單**：版本控制輸出之原文（例如 `git sh