analysis-design skillA
analysis-design is agent-read markdown (skill) from ai-analyst-lab/ai-analyst: Takes a vague analytical hunch, stakeholder request, or business question and produces a rigorous, stakeholder-ready analysis plan through a multi-stage pipeline. Use this skill whenever someone says "I think X caused Y", "help me investigate...", "design an analysis for...", "can you look into why...", "we need to figure out what's driving...", or presents any analytical question that needs methodological rigor before execution. This skill is essential when a PM has a hunch but no plan, when an.
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: Analysis Design
**Trigger:** `/analysis-design`, "design an analysis for...", "I think X caused Y", "help me investigate..."
**Type:** Orchestrator — runs a multi-agent pipeline
---
## Purpose
Takes a vague analytical hunch, stakeholder request, or business question and produces a rigorous, stakeholder-ready analysis plan through a multi-stage pipeline. Chains three specialized agents: Hypothesis Sharpener → Confound Scanner → (optional) Feedback Synthesizer.
This skill orchestrates the full lifecycle: **hunch → testable hypothesis → threat assessment → investigation plan → V1 execution → feedback synthesis → V2 redesign.**
---
## When to Use
- A PM has a hunch but no plan: "I think removing the widget caused repeat purchases to drop"
- A vague request lands: "Can you look into why conversion dropped?"
- An analysis needs redesign after stakeholder feedback: "Here's V1 and the comments — help me build V2"
- Before starting any major investigation (prevents wasted work)
---
## Inputs
| Input | Required | Source | Description |
|-------|----------|--------|-------------|
| `{{HUNCH}}` | Yes | User | The vague hypothesis, business question, or analytical request |
…Read the whole file at its exact version.
How to install
mdr add ai-analyst-lab/ai-analyst/analysis-design@git:20260902.b370de6mdr add ai-analyst-lab/ai-analyst/analysis-design@sha256:6bfdd40d5ae5820aPin 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.
[](https://markdownregistry.com/a/art_vsdiw4wqomuqnxw2)
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260902.b370de6 latest | 2026-09-02 | b370de6 | 15,155 B | A | view · diff |
| git:20260827.7ff2e25 | 2026-08-27 | 7ff2e25 | 15,488 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (15155 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
ai-analyst-lab/ai-analyst · 302 stars · license MIT · pushed 2026-09-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_vsdiw4wqomuqnxw2 GET https://markdownregistry.com/api/v1/resolve?ref=ai-analyst-lab/ai-analyst/analysis-design GET https://markdownregistry.com/api/v1/blob/6bfdd40d5ae5820aebe774c667dd5c879ae6014adcfdc50e09a383cff8abecd5
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