Agent skill

Databrain Opinion Alert

by infometa in infometa/workbuddyskills

游戏舆情告警 Skill。监控游戏口碑指标并推送企业微信告警。当前主推「商店评分告警 v2」(Steam / Google Play / App Store 三渠道,P0/P1/P2 三级,支持分语种/分国家全切片自动评估、四维触发条件、静默期、归因),保留向后兼容的 KOL 热帖告警与关键词声量告警。当用户需要「设置舆情告警」「监控游戏评分」「评分下滑通知」「KOL…

No licenceAuto-check passedMobile

Install Databrain Opinion Alert

skills CLI
$ npx skills add infometa/workbuddyskills --skill databrain-opinion-alert -a claude-code

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

GitHub CLI
$ gh skill install infometa/workbuddyskills databrain-opinion-alert --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/experts/tiderider-sentiment/skills/databrain-opinion-alert .claude/skills/databrain-opinion-alert && 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
databrain-opinion-alert
GitHub stars
348
Token cost
~3.2k tokens
SKILL.md length
651 words
Files
30 (incl. scripts, references)
Skills in repo
218
Repo updated
First seen
Licence
None found

At a glance

游戏舆情告警 Skill。监控游戏口碑指标并推送企业微信告警。当前主推「商店评分告警 v2」(Steam / Google Play / App Store 三渠道,P0/P1/P2 三级,支持分语种/分国家全切片自动评估、四维触发条件、静默期、归因),保留向后兼容的 KOL 热帖告警与关键词声量告警。当用户需要「设置舆情告警」「监控游戏评分」「评分下滑通知」「KOL…

  • Works in 9 steps: 能力总览 → 环境变量 → 商店评分告警 v2(推荐使用) → …
  • Tasks that involve App store release
  • SKILL.md covers 1. 能力总览, 2. 环境变量, 3. 商店评分告警 v2(推荐使用) and 4. 其它告警(KOL 热帖 / 关键词告警), plus 5 more sections
  • Runs Python scripts from its folder; calls python; reaches qyapi.weixin.qq.com and databrain.woa.com; needs DATABRAIN_TOKEN

What it does

Databrain Opinion Alert is an agent skill from infometa/workbuddyskills. 游戏舆情告警 Skill。监控游戏口碑指标并推送企业微信告警。当前主推「商店评分告警 v2」(Steam / Google Play / App Store 三渠道,P0/P1/P2 三级,支持分语种/分国家全切片自动评估、四维触发条件、静默期、归因),保留向后兼容的 KOL 热帖告警与关键词声量告警。当用户需要「设置舆情告警」「监控游戏评分」「评分下滑通知」「KOL 热帖预警」「关键词监控」「定时推送舆情」时使用。

Its SKILL.md is about 3.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 31 other files, including scripts and reference files (for example `keyword_crisis_terms.yaml`, `prd.md` and `references/sql_templates.md`).

It sits in Mobile, covering App store release. The repository describes itself as: WorkBuddy skills / connectors / experts archive for offline study.

When your agent uses it

  • Tasks that involve App store release

Example prompts

  • “/databrain-opinion-alert”

Requirements

  • Python 3
  • A credential in DATABRAIN_TOKEN

Workflow steps

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

  1. 能力总览
  2. 环境变量
  3. 商店评分告警 v2(推荐使用)
  4. 其它告警(KOL 热帖 / 关键词告警)
  5. 推送(共用)
  6. 安全说明
  7. 常见问题
  8. 已知问题
  9. 相关资源

What it can do on your machine

Read from SKILL.md and the folder at commit 91b77ea. 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 10 files in scripts/ (Python, from the files we listed), 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

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

    • qyapi.weixin.qq.com
    • databrain.woa.com
    • databrain-global.intlgame.com
    • oa.intra

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • DATABRAIN_TOKEN

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Databrain Opinion Alert loads about 3.2k tokens when it runs, and up to ~10k if it reads all its reference files. Until then it costs about 59 tokens; SKILL.md has 651 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~59
When it runs · the whole SKILL.md, loaded when a task matches
~3.2k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~10k

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

Without a licence we can't republish the file, so here is its outline and opening line. It has 651 words (~3,228 tokens).

“Token 自动从环境变量读取。若为空,引导用户前往 https://databrain.woa.com/v2/user-center/personal-tokens-center 获取 Databrain Token,设置 DATABRAIN_TOKEN 环境变量即可,不要加 Bearer 前缀。外网用户可使用 https://databrain-global.intlgame.com/v2/user-center/personal-tokens-center。”

— opening of SKILL.md by infometa
name
databrain-opinion-alert
version
2.2.0
author
databrain-team

Read the full SKILL.md on GitHub

Files

SKILL.md and 29 other files (scripts, references) in experts/tiderider-sentiment/skills/databrain-opinion-alert of infometa/workbuddyskills.

  • SKILL.md
  • .env.example
  • .gitignore
  • keyword_crisis_terms.yaml
  • prd.md
  • references/sql_templates.md
  • references/store_score_alert.md
  • references/threshold_guide.md
  • requirements.txt
  • scripts/alert_message_renderer.py
  • scripts/alert_state.py
  • scripts/attribution.py
  • scripts/calc_threshold.py
  • scripts/check_alerts.py
  • scripts/check_store_score_alerts.py
  • scripts/game_search.py
  • scripts/publish_gallery_html.py
  • scripts/render_html.py
  • scripts/report_log.py
  • … and 11 more

Open the folder on GitHubat commit 91b77ea

Compare with similar skills

Databrain Opinion Alert 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.

Databrain Opinion Alert compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Databrain Opinion Alert this skillinfometa/workbuddyskills348—~3.2kAutomated safety check: PassNone
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Asc Ppp Pricingrorkai/app-store-connect-cli-skills1.1k3 repos~4.2kAutomated safety check: PassMIT
Maintain Docusaurus Manualmatthiasn/lotti1.2k—~930Automated safety check: PassGPL-3.0
Workbuddy Skin Studiocdredfox/workbuddy-skin-studio197—~1.5kAutomated safety check: PassMIT
App Store AsoTimBroddin/app-store-aso-skill100—~1.5kAutomated safety check: PassMIT

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Categories

Questions about Databrain Opinion Alert

What does Databrain Opinion Alert do?

游戏舆情告警 Skill。监控游戏口碑指标并推送企业微信告警。当前主推「商店评分告警 v2」(Steam / Google Play / App Store 三渠道,P0/P1/P2 三级,支持分语种/分国家全切片自动评估、四维触发条件、静默期、归因),保留向后兼容的 KOL 热帖告警与关键词声量告警。当用户需要「设置舆情告警」「监控游戏评分」「评分下滑通知」「KOL…. Databrain Opinion Alert is an agent skill from infometa/workbuddyskills.

When should I use Databrain Opinion Alert?

Databrain Opinion Alert fits situations like: tasks that involve App store release.

How do I install Databrain Opinion Alert in Claude Code?

Run `npx skills add infometa/workbuddyskills --skill databrain-opinion-alert -a claude-code`. Or copy the skill folder (experts/tiderider-sentiment/skills/databrain-opinion-alert in infometa/workbuddyskills) into .claude/skills/databrain-opinion-alert in your project. Claude Code loads it when a task matches its description.

How do I install Databrain Opinion Alert in Codex?

Run `npx skills add infometa/workbuddyskills --skill databrain-opinion-alert -a codex`. Or copy the skill folder (experts/tiderider-sentiment/skills/databrain-opinion-alert in infometa/workbuddyskills) into .agents/skills/databrain-opinion-alert in your project. Codex loads it when a task matches its description.

Can I use Databrain Opinion Alert 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 databrain-opinion-alert -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/databrain-opinion-alert, .gemini/skills/databrain-opinion-alert, .github/skills/databrain-opinion-alert and .opencode/skills/databrain-opinion-alert in your project.

What does Databrain Opinion Alert need to run?

Going by SKILL.md and its folder, Databrain Opinion Alert needs Python for the scripts in its folder, the command-line tools its instructions call (python) and credentials named DATABRAIN_TOKEN. Our summary lists: Python 3; A credential in DATABRAIN_TOKEN.

Does Databrain Opinion Alert access the network?

SKILL.md names 4 domains. In commands or code: qyapi.weixin.qq.com, databrain.woa.com, databrain-global.intlgame.com and oa.intra; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.

Is Databrain Opinion Alert 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 Databrain Opinion Alert use?

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

How many tokens does Databrain Opinion Alert use?

About 3.2k tokens (SKILL.md is roughly 13k 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 6.9k tokens, read only when the agent opens those files.

What are the alternatives to Databrain Opinion Alert?

Skills that share tags, products or a category with Databrain Opinion Alert: Aso Appstore Screenshots (adamlyttleapps/claude-skill-aso-appstore-screenshots, 1.8k stars), Asc Ppp Pricing (rorkai/app-store-connect-cli-skills, 1.1k stars), Maintain Docusaurus Manual (matthiasn/lotti, 1.2k stars) and Workbuddy Skin Studio (cdredfox/workbuddy-skin-studio, 197 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Databrain Opinion Alert?

infometa (a GitHub user) maintains it in infometa/workbuddyskills, which has 348 GitHub stars. The repository holds 218 skills in this directory. The repository was last updated on October 9, 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.