agent-failure-atlas / README.md
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metadata
title: Agent Failure Atlas
emoji: 🧭
colorFrom: yellow
colorTo: indigo
sdk: static
app_file: index.html
fullWidth: true
pinned: false
license: apache-2.0
short_description: Private, client-side analysis of AI-agent trace failures.

Agent Failure Atlas — Static Space

A browser-only showcase for the Open Agent Failure Atlas.

  • Trace files are parsed and analyzed locally in the browser.
  • The Space makes no model calls and does not upload user-provided traces.
  • It supports Hugging Face Session Trace Simple Format (STS), one-row normalized datasets, and OpenAI-style message JSONL.
  • The complete Python CLI, native adapters, release tooling, and tests remain in the main repository.

Public artifacts

Deploy

Create a Hugging Face Space using the Static SDK, then upload the contents of this directory to the root of the Space repository. The YAML front matter above configures sdk: static and app_file: index.html.

No build step or server dependency is required.

Local verification

python -m http.server 8000
# Open http://localhost:8000

node --test tests/core.test.mjs

Scope

The browser implementation mirrors the six deterministic detector families used by the Python MVP:

  • scope and unauthorized-tool violations
  • approval bypass
  • prompt injection in tool output
  • runaway repeated actions
  • silent or unhandled tool failure
  • secret exposure

The bundled 20-session result is a synthetic software smoke benchmark. A perfect fixture score does not establish real-world detector accuracy or model safety.