Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add MingyiSecLab/Mingyi-Atlas --skill api-enumerationgit clone --depth 1 https://github.com/MingyiSecLab/Mingyi-AtlasWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/mingyiseclab/mingyi-atlas/api-enumeration)<a href="https://agentmods.dev/skills/mingyiseclab/mingyi-atlas/api-enumeration"><img src="https://agentmods.dev/badge/skills/mingyiseclab/mingyi-atlas/api-enumeration/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/mingyiseclab/mingyi-atlas/api-enumeration"><img src="https://agentmods.dev/badge/skills/mingyiseclab/mingyi-atlas/api-enumeration.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00017 | $0.00626 |
| Opus 5 | $0.00009 | $0.00313 |
| Sonnet 5 | $0.00003 | $0.00125 |
| Haiku 4.5 | $0.00002 | $0.00063 |
Grade A, and why
api-enumeration scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
code=$(curl -s -o /dev/null -w "%{http_code}" "https://<target>/$doc") What it actually says
Web API Enumeration & Parameter Discovery
Surface REST/GraphQL endpoints and the parameter surface of known endpoints. This sub-skill covers everything between "the directory tree is mapped" and "I know what to fuzz".
1. API Endpoint Enumeration
REST API Discovery
# Common API paths
ffuf -u https://<target>/api/FUZZ -w /usr/share/wordlists/api-endpoints.txt -mc 200,201,401,403,405
# Version enumeration
for v in v1 v2 v3; do
ffuf -u "https://<target>/api/$v/FUZZ" -w api-wordlist.txt -mc 200,201,401,403
done
# Check for Swagger/OpenAPI docs
for doc in swagger.json openapi.json api-docs docs/api swagger/v1/swagger.json; do
code=$(curl -s -o /dev/null -w "%{http_code}" "https://<target>/$doc")
echo "$code $doc"
done
GraphQL Detection
# Common GraphQL endpoints
for path in graphql graphiql playground api/graphql; do
# Introspection query
curl -s -X POST "https://<target>/$path" \
-H "Content-Type: application/json" \
-d '{"query":"{__schema{types{name}}}"}' | head -c 200
echo " → $path"
done
API Key/Token Patterns
Look for in responses:
api_key,apiKey,access_token,bearer,jwt- Base64-encoded blobs in cookies or headers
Authorizationheader patterns
2. Parameter Discovery
# GET parameter fuzzing
ffuf -u "https://<target>/page?FUZZ=test" -w /usr/share/wordlists/params.txt -mc 200 -fs <default_size>
# POST parameter fuzzing
ffuf -u "https://<target>/login" -X POST \
-d "FUZZ=test" -H "Content-Type: application/x-www-form-urlencoded" \
-w /usr/share/wordlists/params.txt -mc 200 -fs <default_size>
# Header fuzzing
ffuf -u "https://<target>/" -H "FUZZ: test" \
-w /usr/share/wordlists/headers.txt -mc 200 -fs <default_size>
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 5d ago First seen · 68 lines · 17 tokens per session scan A 858cae187585
api-enumeration is a skill published in the GitHub repository MingyiSecLab/Mingyi-Atlas (11 stars, last pushed 2mo ago), licensed Apache-2.0. It adds 17 tokens to every session and 626 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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../../../pentest/web-app-pentest/SKILL.md.
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