# pandas Advisory Severity Breakdown

> pandas Advisory Severity Breakdown is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-17).

Returns a breakdown of OSV security advisory severities (critical, high, medium, low) for a specific version of the PyPI pandas package.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/signal-osv-pypi-pandas-severity?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-17
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/pandas-advisory-severity-breakdown-46cfbd53
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_HTF2q9NssAbNPuU2daAZc

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability pandas-advisory-severity-breakdown-46cfbd53 -d '<json body>'
```

Example prompt: Can you pull the OSV advisory severity breakdown for pandas version 2.1.4 — I want to know how many critical, high, medium, and low vulnerabilities are known for that release?

## When to prefer this

Use this endpoint when you specifically need a severity-bucketed summary of OSV advisories for the pandas PyPI package. Prefer this over general vulnerability APIs when you want a pre-scoped, cost-efficient single-package lookup focused on severity distribution rather than full advisory detail.

## Known failure modes

- Invalid or non-existent version string returns empty or error response
- 'latest' resolution may lag behind actual PyPI registry if cache is stale
- Package field must remain 'pandas' — passing other packages may return empty or unexpected results
- Payment failure (402) if USDC balance is insufficient
- Pagination token invalid or expired

## How this service works

pandas Advisory severity breakdown: Advisory severity breakdown for PyPI package pandas, from OSV. Accepts an exact version; latest resolves the registry version. Scope is the named package only.

## Output

A structured breakdown of security advisories for the specified pandas version, categorized by severity level (critical, high, medium, low), sourced from the OSV (Open Source Vulnerabilities) database. May include pagination support via page_token for large result sets.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "package": {
   "type": "string",
   "default": "pandas",
   "maxLength": 150
  },
  "version": {
   "type": "string",
   "default": "latest",
   "maxLength": 100
  },
  "page_token": {
   "type": "string",
   "maxLength": 4000
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/pandas-advisory-severity-breakdown-46cfbd53/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from market.datapackvibe.com](https://www.zero.xyz/host/market.datapackvibe.com/llms.txt)