Agent skill

Ae Data Integration Helper

by infometa in infometa/workbuddyskills

Answers questions about ThinkingData SDK integration and usage, including the LogBus2 data import tool.

No licenceAuto-check passedData & Analytics

Install Ae Data Integration Helper

skills CLI
$ npx skills add infometa/workbuddyskills --skill ae-data-integration-helper -a claude-code

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

GitHub CLI
$ gh skill install infometa/workbuddyskills ae-data-integration-helper --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/infometa/workbuddyskills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/connectors/thinkingai-ae-cli/skills/ae-cli/references/domains/ae-data-integration-helper .claude/skills/ae-data-integration-helper && 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
ae-data-integration-helper
GitHub stars
344
Token cost
~3k tokens
SKILL.md length
972 words
Files
19 (incl. references)
Skills in repo
212
Repo updated
First seen
Licence
None found

At a glance

Answers questions about ThinkingData SDK integration and usage, including the LogBus2 data import tool.

  • Works in 4 steps: Parse the Question → 5: Information Gathering → Find Relevant Documentation → …
  • Tasks that involve Data pipelines and ETL
  • SKILL.md covers Terminology Glossary, When to Trigger, Workflow and Android SDK Integration
  • Reaches docs-v2.thinkingdata.cn

What it does

Ae Data Integration Helper is an agent skill from infometa/workbuddyskills. Answers questions about ThinkingData SDK integration and usage, including the LogBus2 data import tool. Trigger words: 怎么接入 / 如何集成 / SDK / 埋点 / 报错 / 使用方式 / API / LogBus / tracking / integration / how to integrate / data import / データ連携 / インテグレーション / 트래킹 / 연동.

Its SKILL.md is about 3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 19 other files, including reference files (for example `references/android_sdk_faq.md`, `references/c_sdk_compilation.md` and `references/c_sdk_faq.md`).

It sits in Data & Analytics, covering Data pipelines and ETL and Third-party API integration. The repository describes itself as: WorkBuddy skills / connectors / experts archive for offline study.

When your agent uses it

  • Tasks that involve Data pipelines and ETL
  • Tasks that involve Third-party API integration

Example prompts

  • “Use the ae-data-integration-helper skill to answer questions about ThinkingData SDK integration and usage, including the LogBus2 data import tool”
  • “/ae-data-integration-helper”

Requirements

  • Python 3
  • Node.js

Workflow steps

4 steps, taken from the step headings in SKILL.md.

  1. Parse the Question
  2. 5: Information Gathering
  3. Find Relevant Documentation
  4. Read & Summarize

What it can do on your machine

Read from SKILL.md and the folder at commit 75a5ad9. 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 groovy and java).

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

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • docs-v2.thinkingdata.cn

    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 Data Integration Helper loads about 3k tokens when it runs, and up to ~39k if it reads all its reference files. Until then it costs about 71 tokens; SKILL.md has 972 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~71
When it runs · the whole SKILL.md, loaded when a task matches
~3k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~39k

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 972 words (~2,961 tokens).

“Trigger when a user asks about:”

— opening of SKILL.md by infometa
name
ae-data-integration-helper

Read the full SKILL.md on GitHub

Files

SKILL.md and 18 other files (references) in connectors/thinkingai-ae-cli/skills/ae-cli/references/domains/ae-data-integration-helper of infometa/workbuddyskills.

  • SKILL.md
  • references/android_sdk_faq.md
  • references/c_sdk_compilation.md
  • references/c_sdk_faq.md
  • references/cocoscreator_sdk_faq.md
  • references/cpp_server_sdk_faq.md
  • references/index.md
  • references/ios_sdk_faq.md
  • references/java_sdk_faq.md
  • references/javascript_sdk_faq.md
  • references/logbus2_guide.md
  • references/logbus2_parser_plugin.md
  • references/minigame_sdk_faq.md
  • references/miniprogram_sdk_faq.md
  • references/python_sdk_faq.md
  • references/restful_api_notes.md
  • references/sdk_log_guide.md
  • references/sdk_usage_notes.md
  • references/unity_sdk_faq.md

Open the folder on GitHubat commit 75a5ad9

Compare with similar skills

Ae Data Integration Helper 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.

Ae Data Integration Helper compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Ae Data Integration Helper this skillinfometa/workbuddyskills344—~3kAutomated safety check: PassNone
Tushare Plugin BuilderYourdaylight/stock_datasource188—~2.5kAutomated safety check: PassMIT
Dinobase Connector Builderkappa90/dinobase263—~1.9kAutomated safety check: PassCustom licence
Finta SDK Patternsjeremylongshore/tons-of-skills-marketplace2.8k—~1.2kAutomated safety check: PassMIT
Notion Worker Sync Scaffoldmakenotion/workers-template4391 repos~4.6kAutomated safety check: NotesMIT
Notion Workers Sync Guidemakenotion/workers-template4391 repos~3kAutomated safety check: PassMIT

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Questions about Ae Data Integration Helper

What does Ae Data Integration Helper do?

Answers questions about ThinkingData SDK integration and usage, including the LogBus2 data import tool. Ae Data Integration Helper is an agent skill from infometa/workbuddyskills. Answers questions about ThinkingData SDK integration and usage, including the LogBus2 data import tool.

When should I use Ae Data Integration Helper?

Ae Data Integration Helper fits situations like: tasks that involve Data pipelines and ETL; tasks that involve Third-party API integration.

How do I install Ae Data Integration Helper in Claude Code?

Run `npx skills add infometa/workbuddyskills --skill ae-data-integration-helper -a claude-code`. Or copy the skill folder (connectors/thinkingai-ae-cli/skills/ae-cli/references/domains/ae-data-integration-helper in infometa/workbuddyskills) into .claude/skills/ae-data-integration-helper in your project. Claude Code loads it when a task matches its description.

How do I install Ae Data Integration Helper in Codex?

Run `npx skills add infometa/workbuddyskills --skill ae-data-integration-helper -a codex`. Or copy the skill folder (connectors/thinkingai-ae-cli/skills/ae-cli/references/domains/ae-data-integration-helper in infometa/workbuddyskills) into .agents/skills/ae-data-integration-helper in your project. Codex loads it when a task matches its description.

Can I use Ae Data Integration Helper 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-data-integration-helper -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-data-integration-helper, .gemini/skills/ae-data-integration-helper, .github/skills/ae-data-integration-helper and .opencode/skills/ae-data-integration-helper in your project.

What does Ae Data Integration Helper need to run?

SKILL.md names no scripts, command-line tools or credentials: Ae Data Integration Helper is instructions for the agent only. Our summary lists: Python 3; Node.js.

Does Ae Data Integration Helper access the network?

SKILL.md names 1 domain. In commands or code: docs-v2.thinkingdata.cn; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Ae Data Integration Helper 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 Data Integration Helper use?

No licence was found for Ae Data Integration Helper or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Ae Data Integration Helper use?

About 3k tokens (SKILL.md is roughly 12k 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 36k tokens, read only when the agent opens those files.

What are the alternatives to Ae Data Integration Helper?

Skills that share tags, products or a category with Ae Data Integration Helper: Tushare Plugin Builder (Yourdaylight/stock_datasource, 188 stars), Dinobase Connector Builder (kappa90/dinobase, 263 stars), Finta SDK Patterns (jeremylongshore/tons-of-skills-marketplace, 2.8k stars) and Notion Worker Sync Scaffold (makenotion/workers-template, 439 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Ae Data Integration Helper?

infometa (a GitHub user) maintains it in infometa/workbuddyskills, which has 344 GitHub stars. The repository holds 212 skills in this directory. The repository was last updated on October 7, 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.