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Agent Skill · 研究检索

daigest(daigest 搜索)

daigest 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

daigest 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为需要联网;许可证信息还不明确,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 66,724。

总安装 259周安装 11GitHub Stars 1下载 91核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:daigest(daigest 搜索)
来源仓库:https://github.com/daige-st/daigest-skill
仓库路径:skills/daigest
安装命令:
npx skills add https://github.com/daige-st/daigest-skill --skill daigest
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/daige-st/daigest-skill --skill daigest

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

daigest 为 AI Agent 提供可信的内容摘要服务,聚合 RSS、网页、Slack 等多源信息并生成事实性报告。适用于需要持续追踪行业动态、竞品更新或技术趋势的研究型任务场景。不同于普通搜索,它返回的是经 AI 总结且可追溯原始出处的 digest,降低幻觉风险。

Agent 也可通过 API 创建自有 feed,但需自行维护订阅源质量与更新频率。使用前请核实目标宿主是否支持 Daigest API 调用,并遵守其速率限制与使用条款。

来源仓库内路径:skills/daigest

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/daige-st/daigest-skill --skill daigest;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要需要联网,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

daigest 怎么安装?

在终端执行 npx skills add https://github.com/daige-st/daigest-skill --skill daigest。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

daigest 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

daigest 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

daigest 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

daigest 用的人多吗?

公开数据是累计安装 259 次,近一周安装 11 次,下载 91 次,GitHub 1 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

daigest 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
daigest

daigest 搜索 · 本页

2591需要联网未明确有提醒

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Daigest — Context Feed API for AI Agents

Give your AI grounded context, not hallucinated search results.

Daigest delivers AI-summarized digests from trusted sources (RSS, web pages, Slack, Notion, GitHub, and more) — grounded in real content, always traceable to the original source. Agents can also create and manage their own feeds via this API when they need context on new topics.

When AI agents search the web, they risk hallucination and unreliable results. Daigest solves this: instead of searching and hoping for accuracy, the agent subscribes to trusted sources and gets pre-summarized, factual context on demand. No guesswork, no fabrication — just reliable information the agent can act on.

Core Concepts

ConceptDescription
FeedThe core unit. A container that holds sources, content, and memory.
SourceAn information channel to monitor — RSS feed, web page, Slack channel, etc.
MemoryInstructions for the AI: language, focus areas, output format, what to highlight or ignore.
ContentThe feed's current markdown digest. Generated by sync or written directly by the agent.
PostA published snapshot of content. Both sync and manual publishing create posts.

Authentication

Authorization: Bearer dk_live_xxxxxxxxxxxx

API keys: https://daige.st/account/api-keys

Base URL & OpenAPI Spec

https://daige.st/api/v1

OpenAPI spec for auto-generating agent tools (Claude Code, Cursor, Windsurf, ChatGPT GPTs, Dify, n8n, etc.):

GET https://daige.st/api/v1/openapi.json

Usage Flows

A. Read existing feeds

The most common flow. Feeds are already set up (by a human in the web app or previously by an agent).

GET /feeds                              → find the relevant feed
GET /feeds/{id}?since=2026-02-09T00:00Z → check for updates

If has_changes: true, use the content. If false, skip — nothing new.

B-1. Create a feed and get content via sync

POST /feeds
{
  "name": "AI News Digest",
  "memory": "Summarize the latest AI news. Highlight new model releases and benchmark results.",
  "sources": [
    { "type": "rss", "url": "https://example.com/ai-feed.xml" },
    { "type": "url", "url": "https://example.com/blog" }
  ]
}
→ 201 { "id": "feed-uuid", ... }

Option A — Sync now: Call sync immediately when the agent needs context right now.

POST /feeds/{id}/sync
→ 200 { "content": "# AI News\n\n...", "has_changes": true, ... }

Synchronous — takes 30s to 5min depending on source count. Consumes AI quota.

Option B — Schedule: Add schedule_enabled and scheduled_times to auto-sync periodically, then poll for updates.

POST /feeds
{
  "name": "Daily Tech Brief",
  "memory": "Summarize key updates from these tech blogs.",
  "schedule_enabled": true,
  "scheduled_times": [{ "time": "09:00", "days": ["mon", "tue", "wed", "thu", "fri"] }],
  "sources": [{ "type": "rss", "url": "https://example.com/feed.xml" }]
}
→ 201 { "id": "feed-uuid", ... }

GET /feeds/{id}?since=2026-02-09T09:00:00Z
→ 200 { "has_changes": true, "content": "..." }   // new digest ready

B-2. Create a feed and write content directly

The agent writes its own content to a feed — using Daigest as a context store without relying on AI sync.

POST /feeds { "name": "Research Notes" }
→ 201 { "id": "feed-uuid", ... }

PATCH /feeds/{id}
{ "content": "# Agent's research notes\n\n..." }
→ 200 { "content": "# Agent's research notes\n\n...", ... }

Useful when the agent curates and organizes information itself, and uses the feed to store or share the result.

C. Adjust an existing feed

Use PATCH /feeds/{id} to change any combination of settings in a single request.

Change sources and AI instructions, then re-sync:

PATCH /feeds/{id}
{
  "memory": "Focus on product launches only. Ignore hiring news.",
  "add_sources": [{ "type": "url", "url": "https://example.com/changelog" }],
  "remove_source_ids": ["old-source-uuid"]
}

POST /feeds/{id}/sync    → regenerate with new settings

Update content and publish as a post:

PATCH /feeds/{id}
{ "content": "# Updated digest\n\nAgent-curated content here." }

POST /feeds/{id}/posts    → publish as a post (once per 15 min)
→ 201 { "version_number": 1, "content": "...", ... }

Change schedule:

PATCH /feeds/{id}
{
  "schedule_enabled": true,
  "scheduled_times": [{ "time": "18:00", "days": ["mon", "fri"] }]
}

Endpoints

List feeds

GET /feeds
→ 200 { "feeds": [{ "id", "name", "source_count", "updated_at", ... }] }

Create a feed

POST /feeds
{
  "name": "Feed Name",                          // required, max 200 chars
  "memory": "Instructions for AI summarizer",   // optional, max 1500 chars
  "schedule_enabled": true,                     // optional
  "scheduled_times": [{ "time": "09:00", "days": ["mon", "fri"] }],  // optional
  "sources": [{ "type": "rss", "url": "..." }] // optional
}
→ 201 { "id", "name", "schedule_enabled", "source_count", "created_at" }

Get feed details

GET /feeds/{id}
GET /feeds/{id}?since=2026-02-09T00:00:00Z
→ 200 {
  "id", "name", "schedule_enabled", "scheduled_times",
  "content",      // markdown, max 2000 chars. Empty when has_changes is false.
  "memory",       // AI instructions, max 1500 chars
  "has_changes",  // false if nothing changed since `since`
  "updated_at",
  "sources": [{ "id", "type", "name" }]
}

Update a feed

PATCH /feeds/{id}
{
  "name": "New Name",                           // optional
  "content": "# Updated content",               // optional, max 2000 chars
  "memory": "New AI instructions",              // optional, max 1500 chars
  "schedule_enabled": true,                     // optional
  "scheduled_times": [{ "time": "10:00" }],     // optional
  "add_sources": [{ "type": "rss", "url": "..." }],   // optional, max 20
  "remove_source_ids": ["source-uuid"],                // optional, max 20
}
→ 200 { "id", "name", "content", "memory", "sources", "updated_at", ... }
  • remove_source_ids: Get IDs from GET /feeds/{id} response sources[].id.

Delete a feed

DELETE /feeds/{id}
→ 200 { "deleted": true }

Publish a post

Snapshot the current content as a new post. Rate limited to once per 15 minutes per feed.

POST /feeds/{id}/posts
→ 201 { "version_number", "name", "content", "references", "created_at" }

Returns 429 if called within 15 minutes of the last post.

List past posts

Sync and publish both create posts. Use this to access historical digests.

GET /feeds/{id}/posts
GET /feeds/{id}/posts?cursor=42&limit=5
→ 200 {
  "posts": [{
    "version_number": 42,
    "name": "My Feed",
    "content": "# Summary...",
    "references": [{ "id": 1, "title": "Article Title", "url": "https://example.com/article" }],
    "created_at": "2026-02-08T09:00:00Z"
  }],
  "next_cursor": 38,
  "has_more": true
}

Paginate with cursor (version_number, exclusive) and limit (default 10, max 50).

Get a specific past post

GET /feeds/{id}/posts/{versionNumber}
→ 200 { "version_number", "name", "content", "references", "created_at" }

Returns 404 if the version doesn't exist.

Sync a feed

POST /feeds/{id}/sync
→ 200 { "id", "name", "content", "has_changes": true, "sources", ... }

Fetches latest data from all sources, then AI generates/updates the digest. Synchronous — waits until completion. Consumes AI quota.

Source Types

Create via API

TypeDescription
rssAny RSS or Atom feed URL
urlAny web page — Daigest extracts and monitors the content

Configure in web app, use via API

These sources require setup in the Daigest web app first, then you can read and sync feeds containing them via the API.

TypeSetup
slackOAuth
notionOAuth
githubOAuth
discordOAuth (Pro plan)
youtubeWeb app (channel/trending free, search Pro plan)
xWeb app (Pro plan)
redditWeb app
substackWeb app
threadsWeb app

Best Practices

Memory examples

  • Language: "Write the digest in Korean." or "Summarize in Japanese with English technical terms."
  • Focus: "Focus on pricing changes and product launches. Ignore job postings."
  • Format: "Use bullet points grouped by topic. Start each section with a one-line summary."
  • Tone: "Write for a technical audience. Be concise — no fluff."

Sync cost management

Each sync consumes an AI request from the user's plan.

  • Prefer scheduled syncs (schedule_enabled) over frequent manual syncs
  • Combine related sources into one feed rather than many small feeds
  • Use since to check for changes before deciding to sync

Source combination

RSS for regular updates + URL for specific pages gives comprehensive coverage. For example, an RSS feed for blog posts + a URL for the changelog page.

Rate Limits

ScopeLimit
General60 req/min per API key
Sync10 req/min per API key

Returns 429 with Retry-After header (seconds) when exceeded.

Error Responses

{ "error": "description", "code": "ERROR_CODE" }
StatusMeaning
400Validation error
401Missing or invalid API key
404Feed not found
429Rate limit exceeded

Links

平台分布

Codex

33.21%
按下载量换算30

Claude

31.14%
按下载量换算28

Cursor

18.92%
按下载量换算17

Gemini CLI

9.77%
按下载量换算9

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

可疑

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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