Agent skill

Daily News

by ZhanlinCui in ZhanlinCui/Agent-Skills-Hunter

每日资讯日报生成器。三阶段工作流:获取元数据、生成摘要、输出日报. An agent skill from ZhanlinCui/Agent-Skills-Hunter.

MITAuto-check passed

Install Daily News

skills CLI
$ npx skills add ZhanlinCui/Agent-Skills-Hunter --skill daily-news -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install ZhanlinCui/Agent-Skills-Hunter daily-news --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/ZhanlinCui/Agent-Skills-Hunter.git skills-src && mkdir -p .claude/skills && cp -r skills-src/integration/daily-news .claude/skills/daily-news && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
daily-news
GitHub stars
191
Token cost
~2.5k tokens
SKILL.md length
383 words
Files
18 (incl. scripts, references)
Skills in repo
2
Repo updated
First seen
Licence
MIT

At a glance

每日资讯日报生成器。三阶段工作流:获取元数据、生成摘要、输出日报. An agent skill from ZhanlinCui/Agent-Skills-Hunter.

  • Works in 3 steps: 检查 MCP 是否已配置 → 测试连接状态 → 根据状态处理
  • SKILL.md covers 工作目录, 阶段 0:选择抓取日期范围(新增), 阶段 1:获取元数据(增量优化) and 阶段 2:生成摘要, plus 7 more sections
  • Runs Python scripts from its folder; calls python3, git and sqlite3; reaches chromewebstore.google.com

What it does

Daily News is an agent skill from ZhanlinCui/Agent-Skills-Hunter. 每日资讯日报生成器。三阶段工作流:获取元数据、生成摘要、输出日报。 触发场景:每日新闻、资讯日报、信息监控、新闻聚合、daily news、生成日报。 也用于添加新信源(自动分析网页并生成 method 文件)。

Its SKILL.md is about 2.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 23 other files, including scripts and reference files (for example `references/examples/method-with-metadata.example.yaml`, `references/examples/profile.example.yaml` and `references/examples/settings.example.yaml`).

It works with Model Context Protocol. The repository describes itself as: Agent Skills 终极集合地,一站式装载,“让每一寸上下文都发挥到极致”🚀 The Ultimate Collection of 400+ High-Quality Agent Skills for Claude AI — Creative, Technical & Enterprise Workflows. The licence is MIT.

Example prompts

  • “/daily-news”

Requirements

  • Python 3

Workflow steps

3 steps, taken from the step headings in SKILL.md.

  1. 检查 MCP 是否已配置
  2. 测试连接状态
  3. 根据状态处理

What it can do on your machine

Read from SKILL.md and the folder at commit 849c38a. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 1 file in scripts/ (Python, from the files we listed), which the agent can run.

    Shell commands in SKILL.md call:

    • python3
    • git
    • sqlite3
    • pip
    • gh

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • chromewebstore.google.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Daily News loads about 2.5k tokens when it runs, and up to ~12k if it reads all its reference files. Until then it costs about 29 tokens; SKILL.md has 383 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~29
When it runs · the whole SKILL.md, loaded when a task matches
~2.5k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~12k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from ZhanlinCui/Agent-Skills-Hunter at commit 849c38a, republished under its MIT licence (© ZhanlinCui). 383 words, ~2,532 tokens.

Download SKILL.mdSave it as .claude/skills/daily-news/SKILL.md (or your agent's skills folder). This skill also uses 17 other files; get the full folder from GitHub.
name
daily-news
description
每日资讯日报生成器。三阶段工作流:获取元数据、生成摘要、输出日报。 触发场景:每日新闻、资讯日报、信息监控、新闻聚合、daily news、生成日报。 也用于添加新信源(自动分析网页并生成 method 文件)。

Daily News

三阶段工作流:获取元数据 → 生成摘要 → 输出日报

工作目录

首次运行询问工作目录路径(如 ~/daily-news),后续记住。

<workspace>/
├── profile.yaml          # 用户画像(关于我、关注什么)
├── settings.yaml         # 日报设置(语言、格式偏好)
├── methods/              # 信源获取方法
├── data/news.db          # SQLite 数据库
└── output/YYYY-MM-DD.md  # 日报输出

初始化:

bash
mkdir -p <workspace>/methods <workspace>/data <workspace>/output
cp references/examples/settings.example.yaml <workspace>/settings.yaml
cp references/examples/profile.example.yaml <workspace>/profile.yaml
python3 scripts/db.py init --db <workspace>/data/news.db

初始化完成后:

  1. 将工作目录写入用户的 ~/.claude/CLAUDE.md,追加一行:
    - daily-news skill 的项目目录在:<workspace>
    这样后续新会话无需再询问目录位置。
  2. 询问用户是否需要调整画像。

阶段 0:选择抓取日期范围(新增)

在执行抓取前,询问用户日期范围,从源头减少非必要工作量。

日期范围选项
请选择抓取时间范围:
1. 今天(默认)                    → published_at >= 今天
2. 昨天                            → published_at >= 昨天
3. 最近3天                         → published_at >= 3天前
4. 最近7天                         → published_at >= 7天前
5. 从上次抓取至今(增量)          → published_at >= last_fetched_date
6. 自定义日期范围                  → 输入开始日期
增量抓取逻辑

每个信源独立追踪抓取日期:

yaml
# methods/twitter-karpathy.yaml
source_id: twitter-karpathy
...

# 自动维护的元数据
last_fetched_date: "2026-01-27"    # 上次抓取日期
last_fetched_count: 5               # 上次抓取数量
total_items_fetched: 127            # 累计总数

数据库记录:

  • source_status 表:快速查询上次抓取日期
  • source_sync_log 表:详细同步日志
日期筛选执行流程
bash
# 1. 获取上次抓取日期
python3 scripts/db.py source-status --db <db> --source <source_id>

# 2. 执行增量抓取
# 在 method 执行时传入 since 参数

# 3. 记录同步日志
python3 scripts/db.py add-items-incremental \
  --db <db> \
  --source <source_id> \
  --items '<json>' \
  --since "2026-01-27"

阶段 1:获取元数据(增量优化)

遍历 <workspace>/methods/ 目录,执行每个 method 文件。

增量抓取检查

对每个 method,执行前检查:

bash
# 1. 读取 method 文件中的 last_fetched_date
python3 -c "
import yaml
with open('methods/<source>.yaml') as f:
    config = yaml.safe_load(f)
print(config.get('last_fetched_date', 'never'))
"

# 2. 或查询数据库
python3 scripts/db.py source-status --db <db> --source <source_id>
根据日期范围执行

情况 A:method 有上次日期,且用户选择"增量"

bash
# 只抓取 last_fetched_date 之后的内容
# 在 method 执行时传入 since 参数

情况 B:method 首次抓取,或用户选择"今天/最近N天"

bash
# 使用用户指定的日期范围
双层去重机制

第一层:抓取时过滤(阶段 1)

bash
# 在 method 执行时,只返回 published_at > since 的内容

第二层:入库前检查(阶段 1.5)

bash
# 批量检查 URL 是否已存在
python3 scripts/db.py check-existing \
  --db <db> \
  --urls '["url1", "url2", ...]'

# 返回已存在的 URL 列表

第三层:数据库 UNIQUE 约束(最终保护)

sql
-- items 表的 url 字段有 UNIQUE 约束
INSERT INTO items ...  -- 重复 URL 会触发 IntegrityError
入库并记录
bash
python3 scripts/db.py add-items-incremental \
  --db <db> \
  --source <source_id> \
  --items '<json>' \
  --since "2026-01-27"

此命令会:

  1. 批量检查 URL 是否存在(预去重)
  2. 插入新条目
  3. 记录同步日志到 source_sync_log 表
  4. 更新 source_status 表的 last_fetched_date
  5. 更新 method 文件的元数据字段
Browser MCP 检查与自动配置

执行前先检查是否有信源需要 Browser MCP(extends: browser-smart 或 detail_method: browser):

如果有,执行以下检查流程:

1. 检查 MCP 是否已配置
bash
# 检查 ~/.claude.json 中是否有 browsermcp 配置
grep -q '"browsermcp"' ~/.claude.json && echo "configured" || echo "not configured"

如果未配置,自动添加:

bash
# 读取现有配置,在 mcpServers 中添加 browsermcp
# 使用 Python 或 jq 修改 JSON
python3 -c "
import json
config_path = '$HOME/.claude.json'
with open(config_path, 'r') as f:
    config = json.load(f)
if 'mcpServers' not in config:
    config['mcpServers'] = {}
if 'browsermcp' not in config['mcpServers']:
    config['mcpServers']['browsermcp'] = {
        'command': 'npx',
        'args': ['@browsermcp/mcp@latest'],
        'type': 'stdio'
    }
    with open(config_path, 'w') as f:
        json.dump(config, f, indent=2)
    print('Browser MCP 配置已添加,请重启 Claude Code 生效')
else:
    print('Browser MCP 已配置')
"
2. 测试连接状态
调用 mcp__browsermcp__browser_snapshot 测试连接

判断结果:

  • 返回包含 Page URL: → 已连接,继续执行
  • 返回 No connection to browser extension → 未连接
  • 返回 mcp__browsermcp__browser_snapshot is not a function 或类似错误 → MCP 未加载
3. 根据状态处理

MCP 未加载(刚添加配置):

Browser MCP 配置已添加。请:
1. 重启 Claude Code(Ctrl+C 退出后重新运行)
2. 重启后再次运行日报生成

MCP 已加载但未连接:

Browser MCP 未连接到浏览器。请:
1. 安装 Chrome 扩展:https://chromewebstore.google.com/detail/bjfgambnhccakkhmkepdoekmckoijdlc
2. 在 Chrome 中点击扩展图标,点击 "Connect" 按钮
3. 然后重新运行

或者跳过这些信源,只处理 RSS/WebFetch 信源?

用户可选择跳过或等待连接后继续。

必须使用 mcp__browsermcp__*,因为它复用用户浏览器的登录态,可访问需要登录的内容。其他浏览器工具(playwright/chrome-devtools)会启动独立实例,无法使用已登录的账号。

Method 执行逻辑

读取 method 文件的元数据,根据 extends 字段决定执行方式:

有 extends(引用通用方法):

bash
# extends: rss(最快,有 RSS 源时首选)
python3 references/methods/rss.py --url "<source_url>"

# extends: webfetch-smart(快,适用大多数网站)
# 读取 references/methods/webfetch-smart.md 按指引操作

# extends: browser-smart(Browser MCP,JS渲染/需登录)
# 读取 references/methods/browser-smart.md 按指引操作
# 注意:需要用户先点击 Browser MCP 扩展连接

无 extends(完整定制):

  • *.py: 直接执行 python3 <file>
  • *.md: 读取内容,按指引操作浏览器
入库
bash
python3 scripts/db.py add-items \
  --db <workspace>/data/news.db \
  --source <source_id> \
  --items '<JSON>'

阶段 2:生成摘要

bash
python3 scripts/db.py list-pending --db <workspace>/data/news.db

对每条内容,根据 method 文件的 detail_method 字段获取正文:

detail_method获取方式
fetchWebFetch 工具(快)
browserBrowser MCP(慢,需手动连接)
未指定默认 fetch

按 references/prompts/summary.md 生成摘要,更新数据库:

bash
python3 scripts/db.py update-summary \
  --db <workspace>/data/news.db \
  --id <item_id> \
  --data '<摘要JSON>'

阶段 3:生成日报

bash
python3 scripts/db.py list-today --db <workspace>/data/news.db

读取 <workspace>/profile.yaml,按 references/prompts/report.md 生成日报。 输出到 <workspace>/output/YYYY-MM-DD.md。


用户画像

画像用于评估内容相关度,自然语言描述,没有固定格式。

首次设置

初始化时已创建空白 profile.yaml,询问用户是否需要调整:

  • 你是做什么的?
  • 最近在关注什么?
  • 有什么不想看的?

根据回答更新 <workspace>/profile.yaml。

更新画像

用户说"更新画像"时:

  • 询问最近有什么变化
  • 工作方向?新的兴趣点?
  • 更新 profile.yaml
画像格式
yaml
about: |
  (关于我:身份、工作)

focus: |
  (当前关注:最近在意的话题)

low_priority: |
  (不太关心:降低优先级的内容)

添加信源

按优先级依次尝试:

  1. 检查 RSS

    • 尝试 /feed、/rss、/atom.xml 等常见路径
    • 或检查页面 <link rel="alternate" type="application/rss+xml">
    • 有则用 extends: rss
  2. 测试 WebFetch

    • 用 WebFetch 工具获取页面,看能否提取文章列表
    • 成功则用 extends: webfetch-smart
  3. 使用浏览器

    • WebFetch 失败(JS 渲染/反爬/需登录)
    • 用 extends: browser-smart
    • 使用 Browser MCP,直接用用户浏览器的登录态

创建 method 文件,详见 references/schemas/method.md


参考资料

资料路径加载时机
Method 规范references/schemas/method.md添加信源时
摘要提示词references/prompts/summary.md阶段 2
日报提示词references/prompts/report.md阶段 3
通用方法references/methods/阶段 1(被 extends 引用)
日报设置示例references/examples/settings.example.yaml初始化
画像格式参考references/examples/profile.example.yaml初始化时
网站模板references/website-template/创建网站时
Method 元数据示例references/examples/method-with-metadata.example.yaml增量抓取配置参考
Show full SKILL.md (150 more words)Show less

数据库命令参考

增量抓取相关
bash
# 批量检查 URL 是否已存在
python3 scripts/db.py check-existing --db <db> --urls '["url1", "url2"]'

# 增量添加条目(自动记录日志)
python3 scripts/db.py add-items-incremental \
  --db <db> --source <id> --items '<json>' --since "2026-01-27"

# 查看信源同步状态
python3 scripts/db.py source-status --db <db> --source <id>

# 查看同步日志
python3 scripts/db.py sync-log --db <db> --source <id> --limit 10
数据库迁移
bash
# 升级到 V2(添加增量抓取支持)
sqlite3 <db> < scripts/migrate_v2.sql

依赖

bash
pip install pyyaml feedparser requests beautifulsoup4

浏览器方式(browser-smart)使用 Browser MCP,需安装 Chrome 扩展。


网站部署(可选)

日报生成后,可自动部署到网站。

快速开始

使用内置网站模板:

bash
# 复制模板到工作目录
cp -r references/website-template <workspace>/website
cd <workspace>/website
python3 build.py
目录结构
<workspace>/
├── output/              # 日报 Markdown 输出
└── website/             # 网站项目
    ├── build.py         # 构建脚本(来自模板)
    ├── dist/            # 生成的静态网站
    └── README.md        # 部署指南
模板位置
  • 模板路径: references/website-template/
  • 包含文件:
    • build.py - 将 Markdown 转换为终端风格 HTML
    • README.md - 部署指南
模板特点
  • 终端风格 - 黑色 header + 白色内容区
  • 响应式设计 - 适配手机和桌面
  • 日期导航 - 支持历史日报切换
  • 零依赖 - 纯 Python,无需第三方库
部署平台支持
  • Cloudflare Pages(推荐)
  • GitHub Pages
  • Vercel
  • Netlify
  • 任何静态托管服务
首次创建网站

选择"创建网站"时自动执行:

  1. 复制模板:

    bash
    cp -r references/website-template <workspace>/website
    cd <workspace>/website
    python3 build.py
  2. 初始化 Git:

    bash
    git init
    git add -A
    git commit -m "Initial commit"
    gh repo create daily-news-web --public --source=. --push
  3. 配置 Cloudflare Pages:

    • Build command: python3 build.py
    • Build output: dist
日报生成后的流程

阶段 3 完成后,检查是否存在 website 目录:

情况 A:website 不存在

询问用户是否需要创建网站:

日报已生成:output/2026-01-28.md

是否需要部署到网站?
1. 是,创建网站(Cloudflare Pages)
2. 否,仅保存 Markdown
情况 B:website 已存在

询问用户如何更新:

日报已生成:output/2026-01-28.md

网站更新选项:
1. 立即构建并推送(自动部署到 Cloudflare)
2. 仅构建,稍后手动推送
3. 不更新网站
自动推送命令

选择"立即构建并推送"时执行:

bash
cd <workspace>/website
python3 build.py
git add -A
git commit -m "Add daily report for $(date +%Y-%m-%d)"
git push origin main

Cloudflare Pages 检测到 main 分支推送后自动重新部署。

手动推送流程

如果用户选择稍后手动推送:

bash
# 随时手动执行
cd <workspace>/website
python3 build.py                    # 重新构建网站
git add -A
git commit -m "Add report for YYYY-MM-DD"
git push origin main                # 触发 Cloudflare 部署
网站配置

首次创建网站时需配置:

  1. GitHub 仓库:推送 website 目录到 GitHub
  2. Cloudflare Pages:
    • 连接 GitHub 仓库
    • Build command: python3 build.py
    • Build output: dist
  3. 自定义域名(可选):在 Cloudflare Pages 设置中添加

详细配置见 <workspace>/website/README.md

自定义模板

如需修改网站样式,编辑 <workspace>/website/build.py 中的 CSS 变量。

原始模板保留在 references/website-template/ 供参考。

© ZhanlinCui, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 17 other files (scripts, references) in integration/daily-news of ZhanlinCui/Agent-Skills-Hunter.

  • SKILL.md
  • references/examples/method-with-metadata.example.yaml
  • references/examples/profile.example.yaml
  • references/examples/settings.example.yaml
  • references/methods/browser-smart.md
  • references/methods/rss.py
  • references/methods/webfetch-smart.md
  • references/prompts/report.md
  • references/prompts/summary.md
  • references/schemas/content.schema.yaml
  • references/schemas/method.md
  • references/schemas/profile.schema.yaml
  • references/website-template/LOGIN_GUIDE.md
  • references/website-template/README.md
  • references/website-template/build.py
  • … and 3 more

Open the folder on GitHubat commit 849c38a

Compare with similar skills

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  • MCP Server Builder

    shareAI-lab/learn-claude-code

    Walks through building MCP servers in Python or TypeScript that expose tools, resources and prompts to Claude, with templates, registration and testing.

    78k GitHub starsUsed in 4 repos~1.2k tokens
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  • MCP Integration for Plugins

    anthropics/claude-plugins-official

    Official

    Explains how to bundle Model Context Protocol servers in a Claude Code plugin, covering config files, stdio, SSE, HTTP and WebSocket server types, and authentication.

    38k GitHub starsUsed in 11 repos~3.1k tokens
    Agent WorkflowsAuto-check passed
  • Required groundwork before any use_figma call: the rules and reference files for running JavaScript in a Figma file through the Plugin API without common failures.

    65k GitHub starsUsed in 4 repos~4.4k tokens
    Frontend & DesignAuto-check passed
  • Stitch to Remotion Walkthrough Videos

    google-labs-code/stitch-skills

    Official

    Builds walkthrough videos from Stitch design projects using Remotion, with transitions, zoom effects and text overlays on each screen.

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  • MCP Development

    coollabsio/coolify

    A skill your agent uses for Laravel MCP development. An agent skill from coollabsio/coolify.

    63k GitHub starsUsed in 1 repo~949 tokens
    Frontend & DesignAuto-check passed

More from ZhanlinCui/Agent-Skills-Hunter

  • Web Access

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    Routes every networked task to the lightest channel that reaches it: a direct search, a page fetch, or a persistent browser for logins and dynamic pages.

    191 GitHub stars~1.4k tokensUpdated 7 mo ago
    Auto-check passed

Questions about Daily News

What does Daily News do?

每日资讯日报生成器。三阶段工作流:获取元数据、生成摘要、输出日报. An agent skill from ZhanlinCui/Agent-Skills-Hunter. Daily News is an agent skill from ZhanlinCui/Agent-Skills-Hunter.

How do I install Daily News in Claude Code?

Run `npx skills add ZhanlinCui/Agent-Skills-Hunter --skill daily-news -a claude-code`. Or copy the skill folder (integration/daily-news in ZhanlinCui/Agent-Skills-Hunter) into .claude/skills/daily-news in your project. Claude Code loads it when a task matches its description.

How do I install Daily News in Codex?

Run `npx skills add ZhanlinCui/Agent-Skills-Hunter --skill daily-news -a codex`. Or copy the skill folder (integration/daily-news in ZhanlinCui/Agent-Skills-Hunter) into .agents/skills/daily-news in your project. Codex loads it when a task matches its description.

Can I use Daily News in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ZhanlinCui/Agent-Skills-Hunter --skill daily-news -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/daily-news, .gemini/skills/daily-news, .github/skills/daily-news and .opencode/skills/daily-news in your project.

What does Daily News need to run?

Going by SKILL.md and its folder, Daily News needs Python for the scripts in its folder and the command-line tools its instructions call (python3, git, sqlite3, pip and gh). Our summary lists: Python 3.

Does Daily News access the network?

SKILL.md names 1 domain. In commands or code: chromewebstore.google.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Daily News safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Daily News use?

Daily News is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Daily News use?

About 2.5k tokens (SKILL.md is roughly 10k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 9.7k tokens, read only when the agent opens those files.

What are the alternatives to Daily News?

Skills that share tags, products or a category with Daily News: MCP Server Builder (anthropics/skills, 180k stars), MCP Server Builder (shareAI-lab/learn-claude-code, 78k stars), MCP Integration for Plugins (anthropics/claude-plugins-official, 38k stars) and Figma use_figma Plugin API Rules (warpdotdev/warp, 65k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Daily News?

ZhanlinCui (a GitHub user) maintains it in ZhanlinCui/Agent-Skills-Hunter, which has 191 GitHub stars. The repository holds 2 skills in this directory. The repository was last updated on March 10, 2026.

Source: ZhanlinCui/Agent-Skills-Hunter on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.