Crawl4AI Web Scraping
smallnest/goclaw
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AE community analysis and data reporting for posts, comments, topics, livestreams, customer-service chats, WeCom after-sales groups, and in-game chat.
Install Ae Community
$ npx skills add infometa/workbuddyskills --skill ae-community -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install infometa/workbuddyskills ae-community --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/infometa/workbuddyskills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/connectors/thinkingai-agentic-engine/skills/ae-cli/references/domains/ae-community .claude/skills/ae-community && rm -rf skills-srcUse ~/.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/
Install the "ae-community" agent skill from https://github.com/infometa/workbuddyskills/tree/main/connectors/thinkingai-agentic-engine/skills/ae-cli/references/domains/ae-community into .claude/skills/ae-community/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ae-community", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/infometa/workbuddyskills/tree/main/connectors/thinkingai-agentic-engine/skills/ae-cli/references/domains/ae-communityType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add infometa/workbuddyskills --skill ae-community -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install infometa/workbuddyskills ae-community --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/infometa/workbuddyskills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/connectors/thinkingai-agentic-engine/skills/ae-cli/references/domains/ae-community .agents/skills/ae-community && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ae-community" agent skill from https://github.com/infometa/workbuddyskills/tree/main/connectors/thinkingai-agentic-engine/skills/ae-cli/references/domains/ae-community into .agents/skills/ae-community/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ae-community", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add infometa/workbuddyskills --skill ae-community -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install infometa/workbuddyskills ae-community --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/infometa/workbuddyskills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/connectors/thinkingai-agentic-engine/skills/ae-cli/references/domains/ae-community .cursor/skills/ae-community && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "ae-community" agent skill from https://github.com/infometa/workbuddyskills/tree/main/connectors/thinkingai-agentic-engine/skills/ae-cli/references/domains/ae-community into .cursor/skills/ae-community/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ae-community", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/infometa/workbuddyskills.git --path connectors/thinkingai-agentic-engine/skills/ae-cli/references/domains/ae-community--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add infometa/workbuddyskills --skill ae-community -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install infometa/workbuddyskills ae-community --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/infometa/workbuddyskills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/connectors/thinkingai-agentic-engine/skills/ae-cli/references/domains/ae-community .gemini/skills/ae-community && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "ae-community" agent skill from https://github.com/infometa/workbuddyskills/tree/main/connectors/thinkingai-agentic-engine/skills/ae-cli/references/domains/ae-community into .gemini/skills/ae-community/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ae-community", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install infometa/workbuddyskills ae-communityInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add infometa/workbuddyskills --skill ae-community -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/infometa/workbuddyskills.git skills-src && mkdir -p .github/skills && cp -r skills-src/connectors/thinkingai-agentic-engine/skills/ae-cli/references/domains/ae-community .github/skills/ae-community && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "ae-community" agent skill from https://github.com/infometa/workbuddyskills/tree/main/connectors/thinkingai-agentic-engine/skills/ae-cli/references/domains/ae-community into .github/skills/ae-community/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ae-community", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add infometa/workbuddyskills --skill ae-community -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install infometa/workbuddyskills ae-community --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/infometa/workbuddyskills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/connectors/thinkingai-agentic-engine/skills/ae-cli/references/domains/ae-community .opencode/skills/ae-community && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "ae-community" agent skill from https://github.com/infometa/workbuddyskills/tree/main/connectors/thinkingai-agentic-engine/skills/ae-cli/references/domains/ae-community into .opencode/skills/ae-community/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ae-community", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
ae-community- GitHub stars
- 346
- Token cost
- ~3.8k tokens
- SKILL.md length
- 1,228 words
- Files
- 29 (incl. references)
- Skills in repo
- 218
- Repo updated
- First seen
- Licence
- None found
At a glance
AE community analysis and data reporting for posts, comments, topics, livestreams, customer-service chats, WeCom after-sales groups, and in-game chat.
- Works in 6 steps: Search and content drill-down → Analysis and sentiment → Hot topics and daily snapshot → …
- Community content insight
- SKILL.md covers Global AE CLI Rules, Overview, Parameter conventions and Core concepts, plus 7 more sections
- Calls npm and npx
What it does
Ae Community is an agent skill from infometa/workbuddyskills. AE community analysis and data reporting for posts, comments, topics, livestreams, customer-service chats, WeCom after-sales groups, and in-game chat. Use for community content insight, sentiment, intent, evidence drill-down, community data ingestion/import/submission, and WeCom chat data integration (社区数据上报、导入、提交社区数据、企微聊天数据接入).
Its SKILL.md is about 3.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 29 other files, including reference files (for example `references/community-activity-analysis.md`, `references/community-analyzing-official-content.md` and `references/community-analyzing-theme-comment.md`).
It sits in Data & Analytics, covering Data pipelines and ETL and Customer support. The repository describes itself as: WorkBuddy skills / connectors / experts archive for offline study.
When your agent uses it
- Community content insight
- Evidence drill-down
- Community data ingestion/import/submission
- WeCom chat data integration (社区数据上报、导入、提交社区数据、企微聊天数据接入)
Example prompts
- “/ae-community”
Requirements
- Node.js
Workflow steps
6 steps, taken from the step headings in SKILL.md.
- Search and content drill-down
- Analysis and sentiment
- Hot topics and daily snapshot
- Livestream
- Chat analysis
- Data reporting
What it can do on your machine
Read from SKILL.md and the folder at commit 692b3eb. 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
Shell commands in SKILL.md call:
npmnpx
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use npm and npx, which can reach the network depending on how they are called.
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
Ae Community loads about 3.8k tokens when it runs, and up to ~24k if it reads all its reference files. Until then it costs about 86 tokens; SKILL.md has 1,228 words of instructions outside code blocks.
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 1,228 words (~3,830 tokens).
- name
- ae-community
Files
SKILL.md and 28 other files (references) in connectors/thinkingai-agentic-engine/skills/ae-cli/references/domains/ae-community of infometa/workbuddyskills.
- SKILL.md
- references/community-activity-analysis.md
- references/community-analyzing-official-content.md
- references/community-analyzing-theme-comment.md
- references/community-character-analysis.md
- references/community-chat-analysis.md
- references/community-daily-report.md
- references/community-data-report.md
- references/community-hottopic-insight.md
- references/community-weekly-report.md
- references/get_channel_info.md
- references/get_comment_tag_analysis.md
- references/get_comments_summary.md
- references/get_corpus_tags.md
- references/get_daily_summary.md
- references/get_hot_topics.md
- references/get_livestream_analysis.md
- references/get_livestream_detail.md
- references/get_livestream_list.md
- references/get_livestream_overview.md
- … and 9 more
Open the folder on GitHubat commit 692b3eb
Compare with similar skills
Ae Community 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Ae Community this skillinfometa/workbuddyskills | 346 | — | ~3.8k | Automated safety check: Pass | None | |
| Crawl4AI Web Scrapingsmallnest/goclaw | 599 | 1 repos | ~2.5k | Automated safety check: Pass | MIT | |
| Glue 09 10 Migrationaws-samples/aws-glue-samples | 1.5k | — | ~2.4k | Automated safety check: Pass | MIT-0 | |
| Migrate Glue Devendpoint To Interactive Sessionsaws-samples/aws-glue-samples | 1.5k | — | ~3.6k | Automated safety check: Pass | MIT-0 | |
| Dbt Databricks PR Readydatabricks/dbt-databricks | 380 | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | |
| Apache Spark EngineerJeffallan/claude-skills | 12k | 1 repos | ~1.7k | Automated safety check: Pass | MIT |
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Categories
Questions about Ae Community
What does Ae Community do?
AE community analysis and data reporting for posts, comments, topics, livestreams, customer-service chats, WeCom after-sales groups, and in-game chat. Ae Community is an agent skill from infometa/workbuddyskills. AE community analysis and data reporting for posts, comments, topics, livestreams, customer-service chats, WeCom after-sales groups, and in-game chat.
When should I use Ae Community?
Ae Community fits situations like: community content insight; evidence drill-down; community data ingestion/import/submission; weCom chat data integration (社区数据上报、导入、提交社区数据、企微聊天数据接入).
How do I install Ae Community in Claude Code?
Run `npx skills add infometa/workbuddyskills --skill ae-community -a claude-code`. Or copy the skill folder (connectors/thinkingai-agentic-engine/skills/ae-cli/references/domains/ae-community in infometa/workbuddyskills) into .claude/skills/ae-community in your project. Claude Code loads it when a task matches its description.
How do I install Ae Community in Codex?
Run `npx skills add infometa/workbuddyskills --skill ae-community -a codex`. Or copy the skill folder (connectors/thinkingai-agentic-engine/skills/ae-cli/references/domains/ae-community in infometa/workbuddyskills) into .agents/skills/ae-community in your project. Codex loads it when a task matches its description.
Can I use Ae Community 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 infometa/workbuddyskills --skill ae-community -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ae-community, .gemini/skills/ae-community, .github/skills/ae-community and .opencode/skills/ae-community in your project.
What does Ae Community need to run?
Going by SKILL.md and its folder, Ae Community needs the command-line tools its instructions call (npm and npx). Our summary lists: Node.js.
Does Ae Community access the network?
SKILL.md contains no URLs. Its commands use npm and npx, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Ae Community 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 Ae Community use?
No licence was found for Ae Community or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Ae Community use?
About 3.8k tokens (SKILL.md is roughly 15k 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 21k tokens, read only when the agent opens those files.
What are the alternatives to Ae Community?
Skills that share tags, products or a category with Ae Community: Crawl4AI Web Scraping (smallnest/goclaw, 599 stars), Glue 09 10 Migration (aws-samples/aws-glue-samples, 1.5k stars), Migrate Glue Devendpoint To Interactive Sessions (aws-samples/aws-glue-samples, 1.5k stars) and Dbt Databricks PR Ready (databricks/dbt-databricks, 380 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Ae Community?
infometa (a GitHub user) maintains it in infometa/workbuddyskills, which has 346 GitHub stars. The repository holds 218 skills in this directory. The repository was last updated on October 8, 2026.
Source: infometa/workbuddyskills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.