Agent skill

Data Squad

by ohmyjahh in ohmyjahh/xquads-squads

Squad de 7 estrategistas data-driven: analytics (Avinash Kaushik), valor de cliente (Peter Fader), growth (Sean Ellis), comunidade (David Spinks), customer success (Nick Mehta) e educacao (Wes Kao).

MITAuto-check passedSales & Support

Install Data Squad

skills CLI
$ npx skills add ohmyjahh/xquads-squads --skill data-squad -a claude-code

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

GitHub CLI
$ gh skill install ohmyjahh/xquads-squads data-squad --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/ohmyjahh/xquads-squads.git skills-src && mkdir -p .claude/skills && cp -r skills-src/data-squad .claude/skills/data-squad && 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
data-squad
GitHub stars
277
Token cost
~744 tokens
SKILL.md length
279 words
Files
24
Skills in repo
15
Repo updated
First seen
Licence
MIT

At a glance

Squad de 7 estrategistas data-driven: analytics (Avinash Kaushik), valor de cliente (Peter Fader), growth (Sean Ellis), comunidade (David Spinks), customer success (Nick Mehta) e educacao (Wes Kao).

  • Works in 5 steps: Leia agents/data-chief.md por completo.… → Carregue data/routing-catalog.yaml como… → Cumprimente com o greeting da persona e… → …
  • Tasks that involve Customer success
  • SKILL.md covers Como ativar, Executando uma task, Agentes and Tasks (7), plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Data Squad is an agent skill from ohmyjahh/xquads-squads. Squad de 7 estrategistas data-driven: analytics (Avinash Kaushik), valor de cliente (Peter Fader), growth (Sean Ellis), comunidade (David Spinks), customer success (Nick Mehta) e educacao (Wes Kao). Use para analisar dados, construir audiencia, medir growth, otimizar retencao e desenhar estrategia de comunidade. Gatilhos: analytics, metricas, growth, churn, retencao, LTV, coorte, KPI, dashboard, north star, comunidade.

Its SKILL.md is about 740 tokens, which your agent loads only when the skill is triggered. The skill folder holds 28 other files (for example `README.md`, `agents/avinash-kaushik.md` and `agents/data-chief.md`).

It sits in Sales & Support, covering Customer success and OKRs and executive reporting. The repository describes itself as: Xquads Squads - 12 squads com 96+ agentes IA especializados, workflows e tasks. The licence is MIT.

When your agent uses it

  • Tasks that involve Customer success
  • Tasks that involve OKRs and executive reporting

Example prompts

  • “/data-squad”

Workflow steps

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

  1. Leia agents/data-chief.md por completo. E a definicao autocontida do chefe do
  2. Carregue data/routing-catalog.yaml como contexto de roteamento. Nao exiba o conteudo,
  3. Cumprimente com o greeting da persona e aguarde a demanda.
  4. Ao rotear para um especialista, leia agents/.md e assuma
  5. Permaneca no squad ate receber *exit.

What it can do on your machine

Read from SKILL.md and the folder at commit cd5e798. 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.

    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

Data Squad loads about 744 tokens when it runs. Until then it costs about 108 tokens; SKILL.md has 279 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~108
When it runs · the whole SKILL.md, loaded when a task matches
~744

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

The full file from ohmyjahh/xquads-squads at commit cd5e798, republished under its MIT licence (© ohmyjahh). 279 words, ~744 tokens.

Download SKILL.mdSave it as .claude/skills/data-squad/SKILL.md (or your agent's skills folder). This skill also uses 23 other files; get the full folder from GitHub.
name
data-squad
description
Squad de 7 estrategistas data-driven: analytics (Avinash Kaushik), valor de cliente (Peter Fader), growth (Sean Ellis), comunidade (David Spinks), customer success (Nick Mehta) e educacao (Wes Kao). Use para analisar dados, construir audiencia, medir growth, otimizar retencao e desenhar estrategia de comunidade. Gatilhos: analytics, metricas, growth, churn, retencao, LTV, coorte, KPI, dashboard, north star, comunidade.
license
MIT
metadata.squad
Data Squad
metadata.version
1.0.0
metadata.agents
7
metadata.author
Xquads by Synkra

Data Squad

Dominio: Data-Driven Growth & Customer Intelligence

Como ativar

Todos os caminhos abaixo sao relativos a raiz desta skill. Leia os arquivos diretamente do disco com a ferramenta de leitura do seu ambiente. Nao existe dependencia de slash command, de plugin ou de qualquer cliente especifico.

  1. Leia agents/data-chief.md por completo. E a definicao autocontida do chefe do squad: persona, principios, logica de roteamento e limites. Adote-a.
  2. Carregue data/routing-catalog.yaml como contexto de roteamento. Nao exiba o conteudo, apenas absorva.
  3. Cumprimente com o greeting da persona e aguarde a demanda.
  4. Ao rotear para um especialista, leia agents/<especialista>.md e assuma aquela persona, mantendo o briefing que o chefe montou.
  5. Permaneca no squad ate receber *exit.

Executando uma task

As tasks em tasks/ sao roteiros executaveis com entradas, passos e formato de saida definidos. Leia o arquivo inteiro antes de comecar e siga os passos na ordem. Tasks marcadas com elicit: true exigem resposta do usuario em cada ponto de elicitacao — nao presuma respostas nem pule etapas.

Agentes

Chefe do squad — agents/data-chief.md

Especialistas (6)

  • agents/avinash-kaushik.md
  • agents/david-spinks.md
  • agents/nick-mehta.md
  • agents/peter-fader.md
  • agents/sean-ellis.md
  • agents/wes-kao.md

Tasks (7)

  • tasks/analyze-data.md
  • tasks/build-audience.md
  • tasks/build-community-strategy.md
  • tasks/diagnose.md
  • tasks/measure-growth.md
  • tasks/optimize-retention.md
  • tasks/review.md

Workflows (2)

Sequencias multi-agente ja encadeadas. Siga as fases na ordem declarada.

  • workflows/wf-analytics-setup.yaml
  • workflows/wf-growth-sprint.yaml

Checklists

Rode antes de entregar. Nao declare a entrega pronta com item em aberto.

  • checklists/output-quality.md

Dados de referencia

  • data/metrics-frameworks.yaml
  • data/routing-catalog.yaml

Convencoes

  • Comandos do agente usam o prefixo * (*help, *exit, e os declarados na persona).
  • Responda em portugues (pt-BR), salvo pedido explicito em contrario.
  • O chefe do squad nao executa o trabalho do especialista: ele diagnostica e delega.
  • Um agente por vez. Troca de agente encerra a persona anterior.

Parte do Xquads — Agent Skills padrao aberto.

© ohmyjahh, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 23 other files in data-squad of ohmyjahh/xquads-squads.

  • SKILL.md
  • README.md
  • agents/avinash-kaushik.md
  • agents/data-chief.md
  • agents/david-spinks.md
  • agents/nick-mehta.md
  • agents/peter-fader.md
  • agents/sean-ellis.md
  • agents/wes-kao.md
  • checklists/output-quality.md
  • config/config.yaml
  • data/metrics-frameworks.yaml
  • data/routing-catalog.yaml
  • squad.yaml
  • tasks/analyze-data.md
  • tasks/build-audience.md
  • … and 8 more

Open the folder on GitHubat commit cd5e798

Compare with similar skills

Data Squad 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.

Data Squad compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Data Squad this skillohmyjahh/xquads-squads277—~744Automated safety check: PassMIT
Msp QbrRTFM-IT-Services-LLC/msp-claude-skills115—~1.7kAutomated safety check: PassCustom licence
Security Commsbriiirussell/cybersecurity-skills413—~3.8kAutomated safety check: PassMIT
Partnerships EcosystemLeoYeAI/openclaw-master-skills2.2k—~5kAutomated safety check: PassMIT
Gtm Board And Investor Communicationgithub/awesome-copilot40k1 repos~4.7kAutomated safety check: PassMIT
Process Mapperalirezarezvani/claude-skills28k—~2.2kAutomated safety check: PassMIT

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Questions about Data Squad

What does Data Squad do?

Squad de 7 estrategistas data-driven: analytics (Avinash Kaushik), valor de cliente (Peter Fader), growth (Sean Ellis), comunidade (David Spinks), customer success (Nick Mehta) e educacao (Wes Kao). Data Squad is an agent skill from ohmyjahh/xquads-squads. Squad de 7 estrategistas data-driven: analytics (Avinash Kaushik), valor de cliente (Peter Fader), growth (Sean Ellis), comunidade (David Spinks), customer success (Nick Mehta) e educacao (Wes Kao).

When should I use Data Squad?

Data Squad fits situations like: tasks that involve Customer success; tasks that involve OKRs and executive reporting.

How do I install Data Squad in Claude Code?

Run `npx skills add ohmyjahh/xquads-squads --skill data-squad -a claude-code`. Or copy the skill folder (data-squad in ohmyjahh/xquads-squads) into .claude/skills/data-squad in your project. Claude Code loads it when a task matches its description.

How do I install Data Squad in Codex?

Run `npx skills add ohmyjahh/xquads-squads --skill data-squad -a codex`. Or copy the skill folder (data-squad in ohmyjahh/xquads-squads) into .agents/skills/data-squad in your project. Codex loads it when a task matches its description.

Can I use Data Squad 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 ohmyjahh/xquads-squads --skill data-squad -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/data-squad, .gemini/skills/data-squad, .github/skills/data-squad and .opencode/skills/data-squad in your project.

What does Data Squad need to run?

SKILL.md names no scripts, command-line tools or credentials: Data Squad is instructions for the agent only.

Does Data Squad 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 Data Squad 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 Data Squad use?

Data Squad is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Data Squad use?

About 744 tokens (SKILL.md is roughly 3k 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 Data Squad?

Skills that share tags, products or a category with Data Squad: Msp Qbr (RTFM-IT-Services-LLC/msp-claude-skills, 115 stars), Security Comms (briiirussell/cybersecurity-skills, 413 stars), Partnerships Ecosystem (LeoYeAI/openclaw-master-skills, 2.2k stars) and Gtm Board And Investor Communication (github/awesome-copilot, 40k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Data Squad?

ohmyjahh (a GitHub user) maintains it in ohmyjahh/xquads-squads, which has 277 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on September 29, 2026.

Source: ohmyjahh/xquads-squads on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.