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analytics-spec-builder

Use this skill proactively when the user asks Claude Code to create, tighten, review, or improve a specification for a scoped analytics task/project—not a…

Skill by weisberg

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Chalk Labs

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Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/weisberg-analytics-spec-builder

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Use this skill proactively when the user asks Claude Code to create, tighten, review, or improve a specification for a scoped analytics task/project—not a whole software product—including dashboards, reports, SQL/dbt models, metric definitions, semantic-layer changes, experiment/cohort analyses, data quality checks, reconciliations, KPI automation, notebooks, or analytics refactors. Ask targeted user questions, inspect relevant repo context, convert ambiguity into explicit assumptions/decisions, and produce an implementation-ready spec with scope, data sources, metric logic, grain, filters, validation plan, acceptance criteria, risks, and open questions before coding.

Use cases: backend, data, productivity, agent-building

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/analytics-spec-builder

What's inside

Skill name
analytics-spec-builder
Description
Use this skill proactively when the user asks Claude Code to create, tighten, review, or improve a specification for a scoped analytics task/project—not a whole software product—including dashboards, reports, SQL/dbt models, metric definitions, semantic-layer changes, experiment/cohort analyses, data quality checks, reconciliations, KPI automation, notebooks, or analytics refactors. Ask targeted user questions, inspect relevant repo context, convert ambiguity into explicit assumptions/decisions, and produce an implementation-ready spec with scope, data sources, metric logic, grain, filters, validation plan, acceptance criteria, risks, and open questions before coding.
License
unknown
Instructions
470 lines in SKILL.md · view on GitHub

Files (1)

  • SKILL.md

The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub

More from weisberg/dotclaude

Signals

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Open issues
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Last commit (this folder)
Jun 14, 2026 (4 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
License unknown
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

More from weisberg

Done for you

Rather not set it up yourself?

Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.

See how we build AI agents →Read the case studies

Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.

launches shipped
50+
launches shipped
media placements
500+
media placements
founders on every account
2
founders on every account

Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block

Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.

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Cite this page

analytics-spec-builder skill. Agent Mart. https://agentmart.dev/skills/weisberg-analytics-spec-builder (last updated 2026-10-24)