技能详情（站内镜像，无评论）
作者：AIpoch @AIPOCH-AI
许可证：MIT-0
MIT-0 ·免费使用、修改和重新分发。无需归因。
版本：v0.1.0
统计：⭐ 0 · 39 · 0 current installs · 0 all-time installs
⭐ 0
安装量（当前） 0
🛡 VirusTotal ：良性 · OpenClaw ：良性
Package：aipoch-ai/abstract-summarizer
安全扫描（ClawHub）
- VirusTotal ：良性
- OpenClaw ：良性
OpenClaw 评估
The skill appears to do what it says (generate structured 250‑word abstracts) and does not request excessive credentials or suspicious network endpoints, but there are documentation/code mismatches and packaging omissions you should verify before running it.
目的
Name/description (academic abstract summarization) matches the code and SKILL.md: scripts handle PDFs, text, URLs, and batch processing; templates and rubrics match the stated goals. The declared requirements (none) are plausible for a pure summarizer that doesn't need external credentials.
说明范围
SKILL.md and code focus on reading paper text, extracting sections, preserving quantitative results, and writing structured abstracts — all within the claimed scope. The skill asks to read files/URLs and write outputs (expected). It does not instruct reading unrelated system paths or exfiltrating secrets. However, SKILL.md references clipboard and upstream/downstream skills and shows example imports (scripts.summarizer, scripts.batch) that are…
安装机制
There is no install spec (instruction-only), but a requirements.txt is included listing pypdf2 and requests. That mismatch means dependencies are declared but not automatically installed by the skill manifest; runtime may fail unless the environment provides these packages. No external download URLs or extract actions are present in the manifest (lower risk).
证书
The skill requests no environment variables, no credentials, and no config paths. The code reads local files and can fetch URLs (requests) — proportional for a summarizer. There are no unrelated credential requests.
持久
always:false and normal autonomous invocation are used. The skill does not request permanent elevated platform presence or attempt to modify other skills or system-wide settings. It writes its own output files as expected for batch processing.
综合结论
This skill generally looks coherent for producing structured abstracts, but check these before installing or running it: - Code vs docs mismatch: SKILL.md examples import modules (scripts.summarizer, scripts.batch) that are not in the file list; only scripts/main.py is present. Confirm which entry point to run and that the shipped code implements the features you expect. - Dependencies: requirements.txt lists pypdf2 and requests but there's no…
安装（复制给龙虾 AI）
将下方整段复制到龙虾中文库对话中，由龙虾按 SKILL.md 完成安装。
请把本段交给龙虾中文库（龙虾 AI）执行：为本机安装 OpenClaw 技能「Abstract Summarizer」。简介：Transform lengthy academic papers into concise, structured 250-word abstracts c…。
请 fetch 以下地址读取 SKILL.md 并按文档完成安装：https://raw.githubusercontent.com/openclaw/skills/refs/heads/main/skills/aipoch-ai/abstract-summarizer/SKILL.md
（来源：yingzhi8.cn 技能库）SKILL.md
暂无本地缓存内容，可在后台执行详情同步。