Agent skill

Creator Weekly Analysis

by dragon-hh in dragon-hh/ai-boshu-crawler

Analyze every tracked creator video published in the rolling 168-hour window ending at the newest successful Feishu local sync, using complete readable transcripts, reusable video profiles, current…

No licenceAuto-check passedProductivity & Automation

Install Creator Weekly Analysis

skills CLI
$ npx skills add dragon-hh/ai-boshu-crawler --skill creator-weekly-analysis -a claude-code

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

GitHub CLI
$ gh skill install dragon-hh/ai-boshu-crawler creator-weekly-analysis --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/dragon-hh/ai-boshu-crawler.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/creator-weekly-analysis .claude/skills/creator-weekly-analysis && 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
creator-weekly-analysis
GitHub stars
106
Token cost
~945 tokens
SKILL.md length
352 words
Files
2
Skills in repo
21
Repo updated
First seen
Licence
None found

At a glance

Analyze every tracked creator video published in the rolling 168-hour window ending at the newest successful Feishu local sync, using complete readable transcripts, reusable video profiles, current…

  • Works in 7 steps: Run from the project root → Require exit code 0 and packet… → For each missing or invalid profile,… → …
  • The scheduled Sunday 19:00 analysis in the AI博主爬取 project
  • SKILL.md covers Scope, Workflow, Weekly Report Contract and Final Reply
  • Calls python

What it does

Creator Weekly Analysis is an agent skill from dragon-hh/ai-boshu-crawler. Analyze every tracked creator video published in the rolling 168-hour window ending at the newest successful Feishu local sync, using complete readable transcripts, reusable video profiles, current metric snapshots, and representative comments, then write structured analysis JSON and render a standalone HTML report that identifies stable trends, consensus, divergence, saturation, audience needs, and content opportunities. Use for 每周分析, 近一周趋势, 周度内容洞察, 周报, or the scheduled Sunday 19:00 analysis in the AI博主爬取 project.

Its SKILL.md is about 950 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).

It sits in Productivity & Automation, covering Messaging and chat bots and HTML artifacts. It works with Feishu (Lark). The repository describes itself as: AI creator ingestion workflows for Bilibili, Douyin, and Feishu Base.

When your agent uses it

  • The scheduled Sunday 19:00 analysis in the AI博主爬取 project
  • Tasks that involve Messaging and chat bots
  • Tasks that involve HTML artifacts

Example prompts

  • “/creator-weekly-analysis”

Requirements

  • Python 3

Workflow steps

7 steps, taken from the first numbered list in SKILL.md.

  1. Run from the project root
  2. Require exit code 0 and packet status=ready. Stop on stale sync, missing transcript, or SHA mismatch. Never silently exclude a video or…
  3. For each missing or invalid profile, read the complete transcript_path and write creator-video-profile/v1 to profile_path. Reuse only…
  4. Validate all profiles
  5. Read every profile, current metric snapshot, and representative comment. Use publish dates within the packet to examine how topics…
  6. Render the standalone HTML report
  7. Validate HTML structure and coverage

What it can do on your machine

Read from SKILL.md and the folder at commit 57ad263. 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:

    • python

    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

Creator Weekly Analysis loads about 945 tokens when it runs. Until then it costs about 136 tokens; SKILL.md has 352 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~136
When it runs · the whole SKILL.md, loaded when a task matches
~945

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 352 words (~945 tokens).

name
creator-weekly-analysis

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file in .agents/skills/creator-weekly-analysis of dragon-hh/ai-boshu-crawler.

  • SKILL.md
  • agents/openai.yaml

Open the folder on GitHubat commit 57ad263

Compare with similar skills

Creator Weekly Analysis 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.

Creator Weekly Analysis compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Creator Weekly Analysis this skilldragon-hh/ai-boshu-crawler106—~945Automated safety check: PassNone
Static Deploynexu-io/nexu3.3k—~989Automated safety check: PassMIT
Material Studioinfometa/workbuddyskills346—~2.2kAutomated safety check: PassNone
Wechat Article Camofoxdracohu2025-cloud/draco-skills-collection227—~1.1kAutomated safety check: PassMIT
Feishu Docopenclaw/openclaw392k—~516Automated safety check: PassMIT
Claude To Imop7418/Claude-to-IM-skill2.9k—~3.4kAutomated safety check: NotesMIT

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Works with

Questions about Creator Weekly Analysis

What does Creator Weekly Analysis do?

Analyze every tracked creator video published in the rolling 168-hour window ending at the newest successful Feishu local sync, using complete readable transcripts, reusable video profiles, current…. Creator Weekly Analysis is an agent skill from dragon-hh/ai-boshu-crawler. Analyze every tracked creator video published in the rolling 168-hour window ending at the newest successful Feishu local sync, using complete readable transcripts, reusable video profiles, current metric snapshots, and representative comments, then write structured analysis JSON and render a standalone HTML report that identifies stable trends, consensus, divergence, saturation, audience needs, and content opportunities.

When should I use Creator Weekly Analysis?

Creator Weekly Analysis fits situations like: the scheduled Sunday 19:00 analysis in the AI博主爬取 project; tasks that involve Messaging and chat bots; tasks that involve HTML artifacts.

How do I install Creator Weekly Analysis in Claude Code?

Run `npx skills add dragon-hh/ai-boshu-crawler --skill creator-weekly-analysis -a claude-code`. Or copy the skill folder (.agents/skills/creator-weekly-analysis in dragon-hh/ai-boshu-crawler) into .claude/skills/creator-weekly-analysis in your project. Claude Code loads it when a task matches its description.

How do I install Creator Weekly Analysis in Codex?

Run `npx skills add dragon-hh/ai-boshu-crawler --skill creator-weekly-analysis -a codex`. Or copy the skill folder (.agents/skills/creator-weekly-analysis in dragon-hh/ai-boshu-crawler) into .agents/skills/creator-weekly-analysis in your project. Codex loads it when a task matches its description.

Can I use Creator Weekly Analysis 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 dragon-hh/ai-boshu-crawler --skill creator-weekly-analysis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/creator-weekly-analysis, .gemini/skills/creator-weekly-analysis, .github/skills/creator-weekly-analysis and .opencode/skills/creator-weekly-analysis in your project.

What does Creator Weekly Analysis need to run?

Going by SKILL.md and its folder, Creator Weekly Analysis needs the command-line tools its instructions call (python). Our summary lists: Python 3.

Does Creator Weekly Analysis 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 Creator Weekly Analysis 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 Creator Weekly Analysis use?

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

How many tokens does Creator Weekly Analysis use?

About 945 tokens (SKILL.md is roughly 3.8k 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 Creator Weekly Analysis?

Skills that share tags, products or a category with Creator Weekly Analysis: Static Deploy (nexu-io/nexu, 3.3k stars), Material Studio (infometa/workbuddyskills, 346 stars), Wechat Article Camofox (dracohu2025-cloud/draco-skills-collection, 227 stars) and Feishu Doc (openclaw/openclaw, 392k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Creator Weekly Analysis?

dragon-hh (a GitHub user) maintains it in dragon-hh/ai-boshu-crawler, which has 106 GitHub stars. The repository holds 21 skills in this directory. The repository was last updated on August 11, 2026.

Source: dragon-hh/ai-boshu-crawler on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.