stress-test skillA
stress-test is agent-read markdown (skill) from ai-analyst-lab/ai-analyst: Pressure-test any analysis plan or investigation design for methodological flaws before execution — wrong baselines, survivorship bias, missing segments, uncontrolled confounds, absent kill criteria. Use on `/stress-test`, "review / gut-check / stress test my analysis plan", or before committing significant time to a plan from any source. Produces a 7-point PASS/WARNING/FAIL diagnostic with an A-F grade..
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: Stress Test
**Type:** Standalone — reviews any analysis plan for methodological flaws
---
## Purpose
Takes an analysis plan, investigation design, or analytical approach and pressure-tests it for hidden flaws — wrong baselines, survivorship bias, missing segments, uncontrolled confounds, and absent kill criteria. Acts as a "senior data scientist code review" for your analytical thinking.
This skill is **standalone** — it works on any analysis plan, whether produced by `/analysis-design`, written by the user, or pulled from an existing document.
---
## When to Use
- Before committing a week to executing an analysis plan
- Before presenting an analysis design to stakeholders
- When you've written an analysis brief and want a gut-check
- When reviewing someone else's analytical approach
- After an analysis came back with unexpected results (was the design flawed?)
---
## Inputs
| Input | Required | Source | Description |
|-------|----------|--------|-------------|
| `{{PLAN}}` | Yes | User or file path | The analysis plan to review. Can be a file path, pasted text, or a description of the approach |
…Read the whole file at its exact version.
How to install
mdr add ai-analyst-lab/ai-analyst/stress-test@git:20260902.b370de6mdr add ai-analyst-lab/ai-analyst/stress-test@sha256:fcc19ac4e1ba8e61Pin 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_k3wl6hfaxdrtlqbn)
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260902.b370de6 latest | 2026-09-02 | b370de6 | 11,881 B | A | view · diff |
| git:20260827.7ff2e25 | 2026-08-27 | 7ff2e25 | 13,415 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 (11881 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_k3wl6hfaxdrtlqbn GET https://markdownregistry.com/api/v1/resolve?ref=ai-analyst-lab/ai-analyst/stress-test GET https://markdownregistry.com/api/v1/blob/fcc19ac4e1ba8e61743b780d2e896e7db26a7d7ca2edb17a7c640b3205069be8
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