# Analyzing Api Gateway Access Logs

> >

- **Type:** Skill
- **Install:** `agentstack add skill-autohandai-community-skills-analyzing-api-gateway-access-logs`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [autohandai](https://agentstack.voostack.com/s/autohandai)
- **Installs:** 0
- **Category:** [Agent Skills](https://agentstack.voostack.com/c/agent-skills)
- **Latest version:** 0.1.0
- **License:** Apache-2.0
- **Upstream author:** [autohandai](https://github.com/autohandai)
- **Source:** https://github.com/autohandai/community-skills/tree/main/analyzing-api-gateway-access-logs
- **Website:** https://skilled.autohand.ai

## Install

```sh
agentstack add skill-autohandai-community-skills-analyzing-api-gateway-access-logs
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# Analyzing API Gateway Access Logs

## Instructions

Parse API gateway access logs to identify attack patterns including broken object
level authorization (BOLA), excessive data exposure, and injection attempts.

```python
import pandas as pd

df = pd.read_json("api_gateway_logs.json", lines=True)
# Detect BOLA: same user accessing many different resource IDs
bola = df.groupby(["user_id", "endpoint"]).agg(
    unique_ids=("resource_id", "nunique")).reset_index()
suspicious = bola[bola["unique_ids"] > 50]
```

Key detection patterns:
1. BOLA/IDOR: sequential resource ID enumeration
2. Rate limit bypass via header manipulation
3. Credential scanning (401 surges from single source)
4. SQL/NoSQL injection in query parameters
5. Unusual HTTP methods (DELETE, PATCH) on read-only endpoints

## Examples

```python
# Detect 401 surges indicating credential scanning
auth_failures = df[df["status_code"] == 401]
scanner_ips = auth_failures.groupby("source_ip").size()
scanners = scanner_ips[scanner_ips > 100]
```

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [autohandai](https://github.com/autohandai)
- **Source:** [autohandai/community-skills](https://github.com/autohandai/community-skills)
- **License:** Apache-2.0
- **Homepage:** https://skilled.autohand.ai

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-autohandai-community-skills-analyzing-api-gateway-access-logs
- Seller: https://agentstack.voostack.com/s/autohandai
- Browse the marketplace: https://agentstack.voostack.com/browse

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Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.