Agent skill

Databrain Opinion Hotposts

by infometa in infometa/workbuddyskills

按订阅游戏生成「过去 N 小时各平台热帖日报」,分平台(Reddit / X / YouTube / Steam / TikTok / Discord / 官方论坛 / Instagram / Facebook)出榜、每榜 Top 1-10 可配,输出 markdown / html 并可一键投递到 AI Gallery…

No licenceAuto-check passed

Install Databrain Opinion Hotposts

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

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

GitHub CLI
$ gh skill install infometa/workbuddyskills databrain-opinion-hotposts --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-hotposts .claude/skills/databrain-opinion-hotposts && 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-hotposts
GitHub stars
346
Token cost
~2.6k tokens
SKILL.md length
602 words
Files
18 (incl. scripts, references)
Skills in repo
218
Repo updated
First seen
Licence
None found

At a glance

按订阅游戏生成「过去 N 小时各平台热帖日报」,分平台(Reddit / X / YouTube / Steam / TikTok / Discord / 官方论坛 / Instagram / Facebook)出榜、每榜 Top 1-10 可配,输出 markdown / html 并可一键投递到 AI Gallery…

  • Works in 6 steps: :打点(每次请求开始时调一次) → :取数(脚本) → :你做 4 件智能活,产出 digest_spec.json → …
  • SKILL.md covers 架构:脚本取数 → 你填 spec → 校验 → 脚本渲染…, 🚨 首要硬规则(必须遵守), 执行流程 and 两种输出格式对应渠道, plus 7 more sections
  • Runs Python scripts from its folder; calls python; reaches databrain.woa.com and databrain-global.intlgame.com; needs DATABRAIN_TOKEN and DATABRAIN_GALLERY_TOKEN

What it does

Databrain Opinion Hotposts is an agent skill from infometa/workbuddyskills. 按订阅游戏生成「过去 N 小时各平台热帖日报」,分平台(Reddit / X / YouTube / Steam / TikTok / Discord / 官方论坛 / Instagram / Facebook)出榜、每榜 Top 1-10 可配,输出 markdown / html 并可一键投递到 AI Gallery 与企业微信。当用户提到「每日热帖」/「热帖榜单」/「热帖推送」/「分平台热门帖子」/「日报」时使用。数据走 feeds 表(与 databrain-opinion-metrics / databrain-opinion-alert 同源)。

Its SKILL.md is about 2.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 19 other files, including scripts and reference files (for example `platforms.yaml`, `references/digest_schema.md` and `references/sql_templates.md`).

It works with Discord, Instagram, Reddit and TikTok. The repository describes itself as: WorkBuddy skills / connectors / experts archive for offline study.

Example prompts

  • “/databrain-opinion-hotposts”

Requirements

  • Python 3
  • A credential in DATABRAIN_TOKEN

Workflow steps

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

  1. :打点(每次请求开始时调一次)
  2. :取数(脚本)
  3. :你做 4 件智能活,产出 digest_spec.json
  4. :校验
  5. :渲染并原样展示
  6. :投递(自己网站 + 企业微信)

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

    Ships 9 files in scripts/ (Python), 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:

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

    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
    • DATABRAIN_GALLERY_TOKEN

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

Context cost

Databrain Opinion Hotposts loads about 2.6k tokens when it runs, and up to ~5.7k if it reads all its reference files. Until then it costs about 77 tokens; SKILL.md has 602 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~77
When it runs · the whole SKILL.md, loaded when a task matches
~2.6k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~5.7k

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 602 words (~2,635 tokens).

“按订阅游戏,每日定时生成「过去 24h 各平台热帖榜单」,分平台展示 Top N,输出 markdown / html 供推送或网页展示。”

— opening of SKILL.md by infometa
name
databrain-opinion-hotposts
version
3.0.0
agent_created
true
author
databrain-team
disable-model-invocation
true

Read the full SKILL.md on GitHub

Files

SKILL.md and 17 other files (scripts, references) in experts/tiderider-sentiment/skills/databrain-opinion-hotposts of infometa/workbuddyskills.

  • SKILL.md
  • .env.example
  • .gitignore
  • platforms.yaml
  • references/digest_schema.md
  • references/sql_templates.md
  • requirements.txt
  • scripts/dedup.py
  • scripts/game_search.py
  • scripts/make_daily_digest.py
  • scripts/publish_digest.py
  • scripts/publish_gallery_html.py
  • scripts/query_executor.py
  • scripts/render_digest.py
  • scripts/report_log.py
  • scripts/validate_digest.py
  • µ»ÅµùÑτâ¡σ╕ûµÄ¿ΘÇü.md
  • 每日热帖推送.md

Open the folder on GitHubat commit 692b3eb

Compare with similar skills

Databrain Opinion Hotposts 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 Hotposts compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Databrain Opinion Hotposts this skillinfometa/workbuddyskills346—~2.6kAutomated safety check: PassNone
Influencer Discoverytigerless-labs/influencer-discovery212—~2.5kAutomated safety check: NotesNone
Comment MiningScrapeCreators/social-media-research-skills3.4k—~1kAutomated safety check: NotesMIT
TikHub API Helperliangdabiao/tikhub_api_skill129—~1.5kAutomated safety check: PassNone
Transcript IntelligenceScrapeCreators/social-media-research-skills3.4k—~943Automated safety check: NotesMIT
Trend DiscoveryScrapeCreators/social-media-research-skills3.4k—~789Automated safety check: NotesMIT

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Questions about Databrain Opinion Hotposts

What does Databrain Opinion Hotposts do?

按订阅游戏生成「过去 N 小时各平台热帖日报」,分平台(Reddit / X / YouTube / Steam / TikTok / Discord / 官方论坛 / Instagram / Facebook)出榜、每榜 Top 1-10 可配,输出 markdown / html 并可一键投递到 AI Gallery…. Databrain Opinion Hotposts is an agent skill from infometa/workbuddyskills.

How do I install Databrain Opinion Hotposts in Claude Code?

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

How do I install Databrain Opinion Hotposts in Codex?

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

Can I use Databrain Opinion Hotposts 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-hotposts -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-hotposts, .gemini/skills/databrain-opinion-hotposts, .github/skills/databrain-opinion-hotposts and .opencode/skills/databrain-opinion-hotposts in your project.

What does Databrain Opinion Hotposts need to run?

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

Does Databrain Opinion Hotposts access the network?

SKILL.md names 3 domains. In commands or code: databrain.woa.com, databrain-global.intlgame.com and qyapi.weixin.qq.com; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.

Is Databrain Opinion Hotposts 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 Hotposts use?

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

How many tokens does Databrain Opinion Hotposts use?

About 2.6k tokens (SKILL.md is roughly 11k 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 3k tokens, read only when the agent opens those files.

What are the alternatives to Databrain Opinion Hotposts?

Skills that share tags, products or a category with Databrain Opinion Hotposts: Influencer Discovery (tigerless-labs/influencer-discovery, 212 stars), Comment Mining (ScrapeCreators/social-media-research-skills, 3.4k stars), TikHub API Helper (liangdabiao/tikhub_api_skill, 129 stars) and Transcript Intelligence (ScrapeCreators/social-media-research-skills, 3.4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Databrain Opinion Hotposts?

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.