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 apigit 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)<a href="https://agentmods.dev/skills/mingyiseclab/mingyi-atlas/api"><img src="https://agentmods.dev/badge/skills/mingyiseclab/mingyi-atlas/api/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"><img src="https://agentmods.dev/badge/skills/mingyiseclab/mingyi-atlas/api.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 | $0.00045 | $0.00481 |
| Opus 5 | $0.00023 | $0.00241 |
| Sonnet 5 | $0.00009 | $0.00096 |
| Haiku 4.5 | $0.00005 | $0.00048 |
Grade A, and why
api 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 9d 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.
curl -sk -I --http2 https://target/svc | grep -i 'application/grpc' This is a copy
97% identical to api-overview — 2 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
What it actually says
Modern API Attack Category
This is a routing skill. Identify the API protocol then load the matching sub-skill.
Sub-skills
| Protocol | Sub-skill | Wire signature |
|---|---|---|
| gRPC | grpc |
HTTP/2 + `application/grpc[+proto |
| SOAP/WSDL | soap-wsdl |
XML body in text/xml/application/soap+xml, ?wsdl discovery |
| WebSocket | websocket |
HTTP Upgrade: websocket handshake, then framed binary/text |
| Server-Sent Events | server-sent-events |
Content-Type: text/event-stream, one-way streaming |
Quick fingerprint
# gRPC?
curl -sk -I --http2 https://target/svc | grep -i 'application/grpc'
# SOAP?
curl -sk "https://target/endpoint?wsdl" | head -1 # XML WSDL doc
curl -sk -X POST -H 'Content-Type: text/xml' https://target/endpoint # 500 with SOAP fault
# WebSocket?
curl -sk -I -H "Connection: Upgrade" -H "Upgrade: websocket" https://target/ws | head -1
# 101 = WS upgrade
# SSE?
curl -sk -i https://target/stream -H "Accept: text/event-stream" | grep 'text/event-stream'
Sibling skills
For REST + GraphQL go to:
load_skill("/skills/standard/exploit/web/SKILL.md")— sub-skillsgraphql,idor,mass-assignment, etc.
What ships with it
4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 9d ago First seen · 47 lines · 45 tokens per session scan A 262f2def2925
api is a skill published in the GitHub repository MingyiSecLab/Mingyi-Atlas (11 stars, last pushed 2mo ago), licensed Apache-2.0. It adds 45 tokens to every session and 481 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). It is 97% identical to api-overview, differing in 2 lines, and is treated as a copy.
Other skills, from other repositories
web-app-pentest
../../../pentest/web-app-pentest/SKILL.md.
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