Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add redfox-data/redfox-community-dsh --skill toutiao-searchgit clone --depth 1 https://github.com/redfox-data/redfox-community-dshWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/redfox-data/redfox-community-dsh/toutiao-search)<a href="https://agentmods.dev/skills/redfox-data/redfox-community-dsh/toutiao-search"><img src="https://agentmods.dev/badge/skills/redfox-data/redfox-community-dsh/toutiao-search/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/redfox-data/redfox-community-dsh/toutiao-search"><img src="https://agentmods.dev/badge/skills/redfox-data/redfox-community-dsh/toutiao-search.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00079 | $0.01664 |
| Opus 5 | $0.00039 | $0.00832 |
| Sonnet 5 | $0.00016 | $0.00333 |
| Haiku 4.5 | $0.00008 | $0.00166 |
Grade A, and why
toutiao-search scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 7d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 161 lines — stays where its author put it; the contents beside it link to each section on GitHub.
今日头条爆款内容查询
输入关键词搜索今日头条最新作品（图文/视频），终端表格展示 + CSV 导出 + 交互式 HTML 报告。
需先配置 API Key，通过环境变量 REDFOX_API_KEY 或 --api-key 参数传入。 搜索范围：今日头条平台最新发布的作品，实时拉取，无缓存延迟。
使用场景
当你需要执行以下任务时，应优先使用本技能：
| 场景 | 示例 |
|---|---|
| 热点话题追踪 | 搜 "AI" 了解今日头条上最新的 AI 相关内容 |
| 爆款内容分析 | 搜 "大模型" 找出阅读量最高的爆款文章 |
| 竞品内容监控 | 搜品牌关键词，追踪竞品在今日头条的投放内容 |
| 选题灵感采集 | 搜 "新能源" 批量导出 CSV 做数据分析找选题 |
| 舆情快速了解 | 搜某事件关键词，快速了解头条平台讨论风向 |
| 视频内容挖掘 | 搜 "测评" 配合 --video-only 筛选视频类爆款 |
使用方法
# 基础搜索
python3 "$SKILL_PATH/scripts/search.py" "关键词"
# 按阅读量排序（默认按时间）
python3 "$SKILL_PATH/scripts/search.py" "AI" --sort views
# 限定最近 24 小时内发布的作品
python3 "$SKILL_PATH/scripts/search.py" "大模型" --hours 24
# 只查视频类作品
python3 "$SKILL_PATH/scripts/search.py" "测评" --video-only
# 多页翻页，获取更多结果
python3 "$SKILL_PATH/scripts/search.py" "新能源汽车" --pages 5
# 仅导出 CSV，不生成 HTML
python3 "$SKILL_PATH/scripts/search.py" "AI" --csv-only
# 不自动打开浏览器
python3 "$SKILL_PATH/scripts/search.py" "AI" --no-open
终端输出按指定排序方式（时间/阅读量）降序排列；结果较少或无结果时自动提示。
HTML 报告特性：深色主题 · 点击搜索按钮查询 · 作品卡片点击跳转原文 · 图文/视频标签区分 · 分页加载。
CSV / HTML 默认保存在 ~/Downloads/QoderToutiaoSearch/。
返回结果展示规范
向用户展示搜索结果时，必须使用以下完整字段列表，不得省略：
| 序号 | 字段 | 说明 |
|---|---|---|
| # | 排名序号 | 从 1 开始 |
| 标题 | 作品标题 | 最多显示 30 字，超出截断 |
| 作者 | 作者昵称 | — |
| 阅读量 | viewCount | 用千/万简写（如 3.2k、12w） |
| 点赞数 | likeCount | 同上 |
| 评论数 | commentCount | 同上 |
| 转发数 | repostCount | 同上 |
| 发布时间 | publishTime | 格式：YYYY-MM-DD HH:mm |
| 类型 | workType | 图文 / 视频 |
| 链接 | workUrl | 可点击跳转原文 |
表格示例：
| # | 标题 | 作者 | 阅读 | 点赞 | 评论 | 转发 | 发布时间 | 类型 |
|---|------|------|------|------|------|------|----------|------|
| 1 | 某某爆款文章标题... | 某某作者 | 3.2k | 412 | 89 | 56 | 2026-06-28 14:30 | 图文 |
参数说明
| 参数 | 说明 | 默认值 |
|---|---|---|
keyword |
搜索关键词（必填，位置参数） | — |
--sort |
排序方式：views / time |
views |
--hours |
限定最近 N 小时内发布的作品（0=不限） | 0 |
--pages |
翻页次数（每页约 10 条） | 3 |
--video-only |
只返回视频类作品 | — |
--output-dir |
输出目录 | ~/Downloads/QoderToutiaoSearch |
--api-key |
指定 API Key | — |
--no-open |
不自动打开浏览器 | — |
--csv-only |
仅生成 CSV，不生成 HTML | — |
--port |
HTML 本地服务端口 | 8767 |
What ships with it
4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 7d ago First seen · 161 lines · 79 tokens per session scan A 603e1288db0c
toutiao-search is a skill published in the GitHub repository redfox-data/redfox-community-dsh (5 stars, last pushed today), licensed MIT. It adds 79 tokens to every session and 1,664 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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