Agent skill

Daily Briefing

by Rion-Wu-tech in Rion-Wu-tech/ai-daily-briefing

为 Rion 生成带跨日变化、可信度分层、商业机会和 X 草稿的每日 AI/Web3 早报. An agent skill from Rion-Wu-tech/ai-daily-briefing.

MITAuto-check passedProductivity & Automation

Install Daily Briefing

skills CLI
$ npx skills add Rion-Wu-tech/ai-daily-briefing --skill daily-briefing -a claude-code

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

GitHub CLI
$ gh skill install Rion-Wu-tech/ai-daily-briefing daily-briefing --agent claude-code

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

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

Facts

Skill name
daily-briefing
GitHub stars
173
Token cost
~834 tokens
SKILL.md length
198 words
Files
39 (incl. scripts)
Skills in repo
2
Repo updated
First seen
Licence
MIT

At a glance

为 Rion 生成带跨日变化、可信度分层、商业机会和 X 草稿的每日 AI/Web3 早报. An agent skill from Rion-Wu-tech/ai-daily-briefing.

  • Works in 10 steps: 相比昨天的新变化 → AI 产业链全景与跨层联动 → 最新模型发布与产品更新 → …
  • Tasks that involve Crypto and DeFi analysis
  • SKILL.md covers 触发条件, 推荐执行方式, 输出结构 and 反馈闭环, plus 2 more sections
  • Calls python

What it does

Daily Briefing is an agent skill from Rion-Wu-tech/ai-daily-briefing. 为 Rion 生成带跨日变化、可信度分层、商业机会和 X 草稿的每日 AI/Web3 早报。

Its SKILL.md is about 830 tokens, which your agent loads only when the skill is triggered. The skill folder holds 42 other files, including scripts (for example `.clawhub/lock.json`, `.github/workflows/test.yml` and `.openclaw/workspace-state.json`).

It sits in Productivity & Automation, covering Crypto and DeFi analysis. It works with xAI Grok and Hugging Face. The repository describes itself as: 🌅 AI Daily Briefing - 为 AI/Web3 自媒体创作者打造的每日早报生成工具. The licence is MIT.

When your agent uses it

  • Tasks that involve Crypto and DeFi analysis

Example prompts

  • “/daily-briefing”

Requirements

  • Python 3

Workflow steps

10 steps, taken from the first numbered list in SKILL.md.

  1. 相比昨天的新变化
  2. AI 产业链全景与跨层联动
  3. 最新模型发布与产品更新
  4. 应用层趋势与 AI 投融资
  5. 可能爆火的 AI 新闻
  6. 模型公司官方账号动态
  7. 今日必须看
  8. 适合发 X 的选题与 B端/商业机会
  9. 持续跟踪与 X 草稿
  10. AI / Web3 / 投资 / GitHub 明细

What it can do on your machine

Read from SKILL.md and the folder at commit 835a28f. 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/, which the agent can run.

    Shell commands in SKILL.md call:

    • python

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

  • Network

    No URLs in SKILL.md.

    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 Briefing loads about 834 tokens when it runs. Until then it costs about 15 tokens; SKILL.md has 198 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~15
When it runs · the whole SKILL.md, loaded when a task matches
~834

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 Rion-Wu-tech/ai-daily-briefing at commit 835a28f, republished under its MIT licence (© Rion-Wu-tech). 198 words, ~834 tokens.

Download SKILL.mdSave it as .claude/skills/daily-briefing/SKILL.md (or your agent's skills folder). This skill also uses 38 other files; get the full folder from GitHub.
name
daily-briefing
description
为 Rion 生成带跨日变化、可信度分层、商业机会和 X 草稿的每日 AI/Web3 早报。
tags
daily, briefing, news, ai, web3, github, rion

每日早报 Skill

Codex 的标准可安装版本位于 skills/daily-briefing/。本文件保留为 Claude Code、Hermes 和其他 Agent 的兼容入口。

触发条件

  • 用户说「给我今日早报」「生成早报」「最新模型发布」「daily briefing」
  • 定时任务需要生成每日 AI/Web3 简报
  • 需要把当天热点整理成中文自媒体选题

推荐执行方式

普通自动化或无模型环境,直接运行确定性 Markdown 版本:

bash
python briefing.py --format markdown

在 Codex 里优先直接调用 $daily-briefing。Skill 内部默认使用两阶段精编:

bash
skills/daily-briefing/scripts/run-daily-briefing.sh \
  --editorial-packet \
  --output-file outputs/editorial_packet.json

先由 Python 抓取、去重、打分并记录跨日历史,再由当前 Codex 模型读取候选包,完成最终选稿、中文解释和 X 草稿。不得补写候选包里不存在的事实或数字,所有条目保留原始可点击链接。每个可点击条目下必须先用 1 至 2 句中文说明谁做了什么、关键结果或影响,不能只给链接、来源或评分。

保存 Codex 精编版后运行概括质检:

bash
python skills/daily-briefing/scripts/validate-briefing.py outputs/briefing_YYYY-MM-DD.md

如果只是验证环境是否能跑:

bash
python briefing.py --dry-run --no-save

Codex 精编版通过质检后,默认再生成同名交互 HTML:

bash
python skills/daily-briefing/scripts/render-briefing-html.py outputs/briefing_YYYY-MM-DD.md

HTML 保留最终 Markdown 内容,并提供搜索、栏目导航、可信度与产业层筛选、本地收藏、主题切换、Markdown 下载和打印/PDF;单文件可直接打开,不依赖服务器或外部 CDN。

如果用户要纯文本:

bash
python briefing.py --format text

输出结构

  1. 相比昨天的新变化
  2. AI 产业链全景与跨层联动
  3. 最新模型发布与产品更新
  4. 应用层趋势与 AI 投融资
  5. 可能爆火的 AI 新闻
  6. 模型公司官方账号动态
  7. 今日必须看
  8. 适合发 X 的选题与 B端/商业机会
  9. 持续跟踪与 X 草稿
  10. AI / Web3 / 投资 / GitHub 明细

反馈闭环

当用户对本次早报说“看了”“收藏了”“准备写”“已经发了”“没价值”时,从当前早报或精编包找到对应条目的链接,直接记录反馈:

bash
python briefing.py --feedback "<链接>" --feedback-action opened
python briefing.py --feedback "<链接>" --feedback-action saved
python briefing.py --feedback "<链接>" --feedback-action drafted
python briefing.py --feedback "<链接>" --feedback-action published
python briefing.py --feedback "<链接>" --feedback-action dismissed

能从上下文确定条目时不要再让用户重复提供标题。反馈只做有限加减分,不能覆盖时效和可信度。

用户说“生成本周简报复盘”“看看这周哪些内容最有用”时:

bash
python briefing.py --weekly-review

周复盘包含持续信号、反馈偏好、来源成功率和下周动作。

默认交付 Markdown 和同名交互 HTML,新闻标题和项目名都带可点击链接。排序同时参考内容价值、商业价值、个人匹配、时效和可信度;可信度标注为 官方确认、多源印证 或 单源信号。每条保留具体中文概括,不加“摘要”“一句话介绍”“中文总结”等前缀;质检器会拦截缺少概括、只有元数据或命中空泛模板的条目。

重要规则

  • 日期和星期必须由系统时间计算,不要靠猜。
  • 外部网站抓取失败时,不要编造新闻;说明暂未抓到,并保留其他成功板块。
  • --dry-run 是 Codex/CI 的稳定 smoke test,不能删。
  • --no-save、--dry-run、--no-history 不写入跨日历史。
  • 每次正常保存真实早报时,记录来源成功率、条数和耗时。
  • 生成选题要适合中文 AI/Web3 自媒体受众,可以带澳洲、华人、出海、B 端服务视角。

数据源

  • AI 热点:TechCrunch + OpenAI、Google DeepMind、Hugging Face 官方 RSS
  • 模型发布:厂商官方 RSS/Sitemap/Changelog、19 个基础模型发布页,以及 42 个中美为主的官方 Hugging Face 组织页
  • 官方账号:62 个中美模型公司和 AI 产品 X 官方账号;有 X API 时自动抓取,否则由 Codex 按清单联网检索
  • AI 编程/Agent:Claude Code、Codex、Cursor、GitHub Copilot、Cognition/Devin、Replit 等官方 Changelog、Release 与 X 账号
  • 多模态模型:Runway、Stability AI、Black Forest Labs、Midjourney、Luma、Pika、Kling、Vidu 等官方发布页与 X 账号
  • 补充信号:Hacker News、arXiv、Hugging Face Trending、AI HOT
  • 产业信号:NVIDIA、AWS、Google Cloud、Data Center Dynamics、Product Hunt、Crunchbase News 和 TechCrunch Venture
  • 应用与资本:客户采用、用户增长、定价、收入、融资、并购、IPO 和财报;关键商业数字必须回到一手来源核验
  • 官方追踪:Anthropic sitemap、指定 GitHub Releases
  • Web3 热点:CoinDesk
  • 投资 & 经济:TechCrunch Venture 分类
  • GitHub 项目:GitHub Trending

数据源和数量限制在 config.yaml 中维护。

生成时会过滤明显跑题的 AI 新闻,并按 URL 与标题相似度合并同一事件;媒体和官方来源交替混排,某个源失败不会影响其他板块。

模型发布必须以厂商官网、官方 Changelog、官方模型卡或官方 Release 为确认依据。媒体报道只能补充影响,不得替代第一手发布链接;本轮没有官方发布时要明确说明,不能用传闻或旧模型填充。

© Rion-Wu-tech, 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 38 other files (scripts) in the repository root of Rion-Wu-tech/ai-daily-briefing.

  • SKILL.md
  • .clawhub/lock.json
  • .github/workflows/test.yml
  • .gitignore
  • .openclaw/workspace-state.json
  • AGENTS.md
  • BOOTSTRAP.md
  • CODEX.md
  • DAILY_BRIEFING_SETUP.md
  • HEARTBEAT.md
  • IDENTITY.md
  • LICENSE
  • MEMORY.md
  • README.md
  • README_EN.md
  • SOUL.md
  • TOOLS.md
  • … and 22 more

Open the folder on GitHubat commit 835a28f

Compare with similar skills

Daily Briefing next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

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Grok Searchsundial-org/awesome-openclaw-skills663—~620Automated safety check: PassNone
Xai Searchsundial-org/awesome-openclaw-skills663—~730Automated safety check: PassNone
Perplexity Web MCP Bridgejacob-bd/perplexity-web-mcp198—~7.6kAutomated safety check: PassMIT
StockFoundDream/miniclawd138—~389Automated safety check: PassNone

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Questions about Daily Briefing

What does Daily Briefing do?

为 Rion 生成带跨日变化、可信度分层、商业机会和 X 草稿的每日 AI/Web3 早报. An agent skill from Rion-Wu-tech/ai-daily-briefing. Daily Briefing is an agent skill from Rion-Wu-tech/ai-daily-briefing.

When should I use Daily Briefing?

Daily Briefing fits situations like: tasks that involve Crypto and DeFi analysis.

How do I install Daily Briefing in Claude Code?

Run `npx skills add Rion-Wu-tech/ai-daily-briefing --skill daily-briefing -a claude-code`. Or copy the skill folder (the Rion-Wu-tech/ai-daily-briefing repository) into .claude/skills/daily-briefing in your project. Claude Code loads it when a task matches its description.

How do I install Daily Briefing in Codex?

Run `npx skills add Rion-Wu-tech/ai-daily-briefing --skill daily-briefing -a codex`. Or copy the skill folder (the Rion-Wu-tech/ai-daily-briefing repository) into .agents/skills/daily-briefing in your project. Codex loads it when a task matches its description.

Can I use Daily Briefing 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 Rion-Wu-tech/ai-daily-briefing --skill daily-briefing -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-briefing, .gemini/skills/daily-briefing, .github/skills/daily-briefing and .opencode/skills/daily-briefing in your project.

What does Daily Briefing need to run?

Going by SKILL.md and its folder, Daily Briefing needs the command-line tools its instructions call (python). Our summary lists: Python 3.

Does Daily Briefing access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Daily Briefing 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 Briefing use?

Daily Briefing is published under the MIT licence (from the LICENSE file in the skill folder). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Daily Briefing use?

About 834 tokens (SKILL.md is roughly 3.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Daily Briefing?

Skills that share tags, products or a category with Daily Briefing: Yichen Grok Consult (mcncarl/yichen-skills, 4.4k stars), Grok Search (sundial-org/awesome-openclaw-skills, 663 stars), Xai Search (sundial-org/awesome-openclaw-skills, 663 stars) and Perplexity Web MCP Bridge (jacob-bd/perplexity-web-mcp, 198 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Daily Briefing?

Rion-Wu-tech (a GitHub user) maintains it in Rion-Wu-tech/ai-daily-briefing, which has 173 GitHub stars. The repository holds 2 skills in this directory. The repository was last updated on August 25, 2026.

Source: Rion-Wu-tech/ai-daily-briefing on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.