A skill your agent uses when YouTube Analytics の収集・分析・レポート表示を一括実行または一段だけ実行するとき。フラグなしは収集→分析→表示を状態判定付きで進める。公開済み動画の失速分析は --flop と videoid / collection / --since <N、登録者・再生回数など YouTube 統計の表示は --status…

Custom licenceAuto-check passed

Install Analytics

skills CLI
$ npx skills add daiki-beppu/youtube-automation --skill analytics -a claude-code

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

GitHub CLI
$ gh skill install daiki-beppu/youtube-automation analytics --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/daiki-beppu/youtube-automation.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/analytics .claude/skills/analytics && 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
analytics
GitHub stars
169
Token cost
~1.1k tokens
SKILL.md length
357 words
Files
19 (incl. references)
Skills in repo
21
Repo updated
First seen
Licence
Custom licence

At a glance

A skill your agent uses when YouTube Analytics の収集・分析・レポート表示を一括実行または一段だけ実行するとき。フラグなしは収集→分析→表示を状態判定付きで進める。公開済み動画の失速分析は --flop と videoid / collection / --since <N、登録者・再生回数など YouTube 統計の表示は --status…

  • Works in 2 steps: .claude/skills/analytics/config.default.y… → config/skills/analytics.yaml(存在する場合)
  • SKILL.md covers 前後工程, 成果物, モード判定 and 修飾フラグ, plus 6 more sections
  • Runs Python and Shell scripts from its folder; calls uv

What it does

Analytics is an agent skill from daiki-beppu/youtube-automation. Use when YouTube Analytics の収集・分析・レポート表示を一括実行または一段だけ実行するとき。フラグなしは収集→分析→表示を状態判定付きで進める。公開済み動画の失速分析は --flop と videoid / collection / --since <N、登録者・再生回数など YouTube 統計の表示は --status を使う。「Analytics 一括実行」「データ更新」「パフォーマンス分析」「レポート見せて」「伸びなかった」「登録者数は?」で発動。一段だけは排他的な --collect / --analyze / --report / --flop / --status を使う。制作進捗は /wf-status

Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 19 other files, including reference files (for example `config.default.yaml`, `references/analysis-json-validator.md` and `references/analysis-report.schema.json`).

It works with YouTube. The repository describes itself as: YouTube チャンネル自動化 共有コア.

Example prompts

  • “/analytics”

Requirements

  • Python 3
  • A Bash shell

Workflow steps

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

  1. .claude/skills/analytics/config.default.yaml
  2. config/skills/analytics.yaml(存在する場合)

What it can do on your machine

Read from SKILL.md and the folder at commit 4725876. 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 script files (Python and Shell), which the agent can run.

    Shell commands in SKILL.md call:

    • uv

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

  • Network

    No URLs in SKILL.md. Its commands use uv, 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

Analytics loads about 1.1k tokens when it runs, and up to ~40k if it reads all its reference files. Until then it costs about 85 tokens; SKILL.md has 357 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~85
When it runs · the whole SKILL.md, loaded when a task matches
~1.1k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~40k

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

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 357 words (~1,109 tokens).

“$ARGUMENTS から --collect / --analyze / --report / --flop / --status の個数を最初に数える。”

— opening of SKILL.md by daiki-beppu, Custom licence
name
analytics
purpose
振り返る

Read the full SKILL.md on GitHub

Files

SKILL.md and 18 other files (references) in .claude/skills/analytics of daiki-beppu/youtube-automation.

  • SKILL.md
  • config.default.yaml
  • references/analysis-json-validator.md
  • references/analysis-report.schema.json
  • references/analytics-chain-manifest.json
  • references/analytics-chain-state.py
  • references/analytics_system.py
  • references/analyze.md
  • references/collect.md
  • references/experiment-entry.schema.json
  • references/flop.md
  • references/get_channel_status.py
  • references/insights-entry.schema.json
  • references/report.md
  • references/status.md
  • references/validate-depth.sh
  • references/validate_experiments.py
  • references/validate_insights.py
  • references/verification.py

Open the folder on GitHubat commit 4725876

Compare with similar skills

Analytics 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.

Analytics compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Analytics this skilldaiki-beppu/youtube-automation169—~1.1kAutomated safety check: PassCustom licence
Agent ReachPanniantong/Agent-Reach93k1 repos~1.4kAutomated safety check: PassMIT
MarkitdownImCa0/just-laws78114 repos~3.2kAutomated safety check: NotesMIT
Banner Design Systemnextlevelbuilder/ui-ux-pro-max-skill134k1 repos~1.8kAutomated safety check: PassMIT
Last30daysmvanhorn/last30days-skill64k—~7.8kAutomated safety check: NotesMIT
Baoyu URL To Markdownsdyckjq-lab/llm-wiki-skill2.5k3 repos~3.2kAutomated safety check: PassNone

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Works with

Questions about Analytics

What does Analytics do?

A skill your agent uses when YouTube Analytics の収集・分析・レポート表示を一括実行または一段だけ実行するとき。フラグなしは収集→分析→表示を状態判定付きで進める。公開済み動画の失速分析は --flop と videoid / collection / --since <N、登録者・再生回数など YouTube 統計の表示は --status…. Analytics is an agent skill from daiki-beppu/youtube-automation.

How do I install Analytics in Claude Code?

Run `npx skills add daiki-beppu/youtube-automation --skill analytics -a claude-code`. Or copy the skill folder (.claude/skills/analytics in daiki-beppu/youtube-automation) into .claude/skills/analytics in your project. Claude Code loads it when a task matches its description.

How do I install Analytics in Codex?

Run `npx skills add daiki-beppu/youtube-automation --skill analytics -a codex`. Or copy the skill folder (.claude/skills/analytics in daiki-beppu/youtube-automation) into .agents/skills/analytics in your project. Codex loads it when a task matches its description.

Can I use Analytics 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 daiki-beppu/youtube-automation --skill analytics -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/analytics, .gemini/skills/analytics, .github/skills/analytics and .opencode/skills/analytics in your project.

What does Analytics need to run?

Going by SKILL.md and its folder, Analytics needs Python and a shell for the scripts in its folder and the command-line tools its instructions call (uv). Our summary lists: Python 3; A Bash shell.

Does Analytics access the network?

SKILL.md contains no URLs. Its commands use uv, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Analytics 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 Analytics use?

Analytics has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Analytics use?

About 1.1k tokens (SKILL.md is roughly 4.4k 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 39k tokens, read only when the agent opens those files.

What are the alternatives to Analytics?

Skills that share tags, products or a category with Analytics: Agent Reach (Panniantong/Agent-Reach, 93k stars), Markitdown (ImCa0/just-laws, 781 stars), Banner Design System (nextlevelbuilder/ui-ux-pro-max-skill, 134k stars) and Last30days (mvanhorn/last30days-skill, 64k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Analytics?

daiki-beppu (a GitHub user) maintains it in daiki-beppu/youtube-automation, which has 169 GitHub stars. The repository holds 21 skills in this directory. The repository was last updated on October 7, 2026.

Source: daiki-beppu/youtube-automation on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.