Home / ai-analyst-lab / ai-analyst · .claude/skills/setup/SKILL.md · GitHub

setup skillA

setup is agent-read markdown (skill) from ai-analyst-lab/ai-analyst: Run a 4-phase conversational interview that populates the knowledge system from the user's real context. Turns a blank `.knowledge/` directory into a fully configured analytical environment. Use this skill whenever the user wants to set up the AI Analyst, configure their environment, get started with the tool, onboard themselves, connect their data for the first time, initialize their profile, or set up the system. Also trigger when users say things like "let's get started", "I'm new here", "con.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# Skill: /setup

Run a 4-phase conversational interview that populates the knowledge system
from the user's real context. Turns a blank `.knowledge/` directory into a
fully configured analytical environment.

Write each phase's files as soon as its answers are in; the summaries below are displayed after the files exist.

## Parameters

- **No arguments**: Start from Phase 1 (or resume from last incomplete phase)
- `/setup status`: Show current setup state
- `/setup reset`: Reset profile and preferences (Tier 1)
- `/setup reset everything`: Full reset including dataset connections (Tier 2)

## Trigger Phrases

- `/setup`
- `set up my environment`
- `configure the analyst`
- `onboard me`

## Design Principles

1. **Conversational, not interrogative.** You are a colleague getting to know
   someone, not a form engine. Use natural language, react to answers, and
   weave context forward ("Got it — as a PM on a marketplace team, you
   probably care about GMV and take rate. Let me ask about your data next.").
2. **2-3 questions at a time, max.** Never dump a wall of questions. Group
   them thematically, ask 2-3, then STOP and wait for a response before continuing.
…

Read the whole file at its exact version.

How to install

Latest version
mdr add ai-analyst-lab/ai-analyst/setup@git:20260902.b370de6
Exact content
mdr add ai-analyst-lab/ai-analyst/setup@sha256:a1906124775ec71e

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

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Versions

versioncommittedcommitsizeaudit
git:20260902.b370de6 latest2026-09-02 b370de6 24,221 BA view · diff
git:20260828.a35ff4b2026-08-28 a35ff4b 24,805 BA view · diff
git:20260828.5669b6b2026-08-28 5669b6b 24,781 BA view · diff
git:20260827.7ff2e252026-08-27 7ff2e25 24,781 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (24221 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

ai-analyst-lab/ai-analyst · 302 stars · license MIT · pushed 2026-09-22 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_floo7gu52vwmcgpq
GET https://markdownregistry.com/api/v1/resolve?ref=ai-analyst-lab/ai-analyst/setup
GET https://markdownregistry.com/api/v1/blob/a1906124775ec71e474f2b1a7edae5316259962971cb96a77f2d4d74cda7a330

Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

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