Agent skill

Content Aggregator

by charlie-chann in charlie-chann/ai-agent-langgraph-main

“内容聚合与报告生成专家。将多个来源的信息整合为一份综合报告、简报、日报。”

— description from SKILL.md by charlie-chann
No licenceAuto-check passed

Install Content Aggregator

skills CLI
$ npx skills add charlie-chann/ai-agent-langgraph-main --skill content-aggregator -a claude-code

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

GitHub CLI
$ gh skill install charlie-chann/ai-agent-langgraph-main content-aggregator --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/charlie-chann/ai-agent-langgraph-main.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/content-aggregator .claude/skills/content-aggregator && 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
content-aggregator
GitHub stars
114
Token cost
~369 tokens
SKILL.md length
40 words
Files
1
Skills in repo
8
Repo updated
First seen
Licence
None found

At a glance

  • SKILL.md covers 使用场景, 输入类型, 输出类型 and 工作流程, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

About this skill

Content Aggregator is a skill in charlie-chann/ai-agent-langgraph-main (114 stars). Its SKILL.md is about 369 tokens. No licence found.

What it can do on your machine

Read from SKILL.md and the folder at commit 3953a8f. 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

    No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).

    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

Content Aggregator loads about 369 tokens when it runs. Until then it costs about 14 tokens; SKILL.md has 40 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~14
When it runs · the whole SKILL.md, loaded when a task matches
~369

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); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 40 words (~369 tokens).

name
content-aggregator

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/content-aggregator of charlie-chann/ai-agent-langgraph-main.

Open the folder on GitHubat commit 3953a8f

Compare with similar skills

Content Aggregator 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.

Content Aggregator compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Content Aggregator this skillcharlie-chann/ai-agent-langgraph-main114—~369Automated safety check: PassNone
Ddd Aggregateruvnet/ruflo74k—~774Automated safety check: NotesMIT
Building Threat Feed Aggregation With Mispmukul975/Anthropic-Cybersecurity-Skills34k—~3.2kAutomated safety check: PassApache-2.0
Aggregation Helperjeremylongshore/tons-of-skills-marketplace2.8k—~563Automated safety check: PassMIT
Aggregating Performance Metricsjeremylongshore/tons-of-skills-marketplace2.8k—~1.2kAutomated safety check: PassMIT
Setting Up Log Aggregationjeremylongshore/tons-of-skills-marketplace2.8k—~1.1kAutomated safety check: PassMIT

Similar skills

  • Ddd Aggregate

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    74k GitHub stars~774 tokensUpdated yesterday
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  • Building Threat Feed Aggregation With Misp

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    34k GitHub stars~3.2k tokensUpdated 1 mo ago
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  • Aggregation Helper

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    2.8k GitHub stars~563 tokensUpdated yesterday
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  • Aggregating Performance Metrics

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  • Setting Up Log Aggregation

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More from charlie-chann/ai-agent-langgraph-main

All 8 skills in this repo
  • Web Scraper

    charlie-chann/ai-agent-langgraph-main

    网页数据抓取专家。能提取网页正文、表格、列表、特定元素。适用于:竞品监控、价格追踪、结构化数据采集. An agent skill from charlie-chann/ai-agent-langgraph-main.

    114 GitHub stars~431 tokensUpdated 27 days ago
    Auto-check passed
  • Content Harvester

    charlie-chann/ai-agent-langgraph-main

    多源内容采集专家。能从网页、RSS、Tavily搜索、Twitter抓取内容。适用于:信息收集、竞品监控、行业动态追踪。

    114 GitHub stars~233 tokensUpdated 27 days ago
    Auto-check passed
  • Content Publisher

    charlie-chann/ai-agent-langgraph-main

    内容发布专家。将整理好的内容发布到Twitter、博客、飞书等平台。支持多平台适配. An agent skill from charlie-chann/ai-agent-langgraph-main.

    114 GitHub stars~259 tokensUpdated 27 days ago
    Auto-check passed
  • Content Summarizer

    charlie-chann/ai-agent-langgraph-main

    内容摘要与改写专家。将长文、网页、PDF、视频内容提炼为结构化摘要。适用于:信息压缩、快速阅读、内容复用. An agent skill from charlie-chann/ai-agent-langgraph-main.

    114 GitHub stars~219 tokensUpdated 27 days ago
    Auto-check passed
  • Content Organizer

    charlie-chann/ai-agent-langgraph-main

    内容整理与归档专家。将采集的碎片信息分类、标注、关联,形成可检索的知识库。

    114 GitHub stars~254 tokensUpdated 27 days ago
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  • Deep Research

    charlie-chann/ai-agent-langgraph-main

    深度调研专家。针对特定主题进行系统性信息挖掘、交叉验证、形成报告。

    114 GitHub stars~336 tokensUpdated 27 days ago
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Questions about Content Aggregator

How do I install Content Aggregator in Claude Code?

Run `npx skills add charlie-chann/ai-agent-langgraph-main --skill content-aggregator -a claude-code`. Or copy the skill folder (skills/content-aggregator in charlie-chann/ai-agent-langgraph-main) into .claude/skills/content-aggregator in your project. Claude Code loads it when a task matches its description.

How do I install Content Aggregator in Codex?

Run `npx skills add charlie-chann/ai-agent-langgraph-main --skill content-aggregator -a codex`. Or copy the skill folder (skills/content-aggregator in charlie-chann/ai-agent-langgraph-main) into .agents/skills/content-aggregator in your project. Codex loads it when a task matches its description.

Can I use Content Aggregator 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 charlie-chann/ai-agent-langgraph-main --skill content-aggregator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/content-aggregator, .gemini/skills/content-aggregator, .github/skills/content-aggregator and .opencode/skills/content-aggregator in your project.

What does Content Aggregator need to run?

SKILL.md names no scripts, command-line tools or credentials: Content Aggregator is instructions for the agent only.

Does Content Aggregator 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 Content Aggregator 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. Review the folder before installing.

What licence does Content Aggregator use?

No licence was found for Content Aggregator or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Content Aggregator use?

About 369 tokens (SKILL.md is roughly 1.5k 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 Content Aggregator?

Skills that share tags, products or a category with Content Aggregator: Ddd Aggregate (ruvnet/ruflo, 74k stars), Building Threat Feed Aggregation With Misp (mukul975/Anthropic-Cybersecurity-Skills, 34k stars), Aggregation Helper (jeremylongshore/tons-of-skills-marketplace, 2.8k stars) and Aggregating Performance Metrics (jeremylongshore/tons-of-skills-marketplace, 2.8k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Content Aggregator?

charlie-chann (a GitHub user) maintains it in charlie-chann/ai-agent-langgraph-main, which has 114 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on September 13, 2026.

Source: charlie-chann/ai-agent-langgraph-main on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.