# ai-test-failure-analyzer

> ai-test-failure-analyzer — aks-builds-ai-test-failure-analyzer. Use this tool when you need to identify and diagnose the root cause of AI test failures in various frameworks such as Playwright, pytest, and Jest. It analyzes git history, application logs, and config to produce confidence-scored hypotheses, solving problems of test failure analysis and debugging. The tool provides outputs through MCP server, CLI, and web UI, making it suitable for use cases where quick and accurate failure analysis is crucial.

Canonical page: https://skillsregistry.net/skills/aks-builds-ai-test-failure-analyzer  
JSON: https://api.skillsregistry.net/v1/skills/aks-builds-ai-test-failure-analyzer

## Description

8-phase evidence pipeline for Playwright, pytest, Jest, Cypress, Newman, k6, and JUnit failures. Scans git history, application logs, and config to produce confidence-scored root-cause hypotheses. Exposes as MCP server, CLI, and streaming web UI.

## Trust

- **Trust score (0–1):** 0.65
- **Verification tier:** scanned
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/aks-builds/ai-test-failure-analyzer)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "aks-builds-ai-test-failure-analyzer"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/aks-builds-ai-test-failure-analyzer` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/aks-builds-ai-test-failure-analyzer/pull`

---
SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt