dev-ai-security SKILL.md skillA
dev-ai-security from fourteen1416/academic-agent-toolkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add fourteen1416/academic-agent-toolkit/dev-ai-security@git:20260927.a059f3aPins git:20260927.a059f3a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- fourteen1416/academic-agent-toolkit
- Path
academic-toolkit/skills/dev-ai-security/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260927.a059f3a, committed Sep 27, 2026
- First version recorded
- Sep 23, 2026
- Size
- 17,822 bytes
- Repository stars
- 12
- License
- a license file GitHub does not identify
Use when assessing AI/ML systems for prompt injection, jailbreak, model inversion, data poisoning, or agent tool abuse.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# AI Security AI and LLM security assessment skill for detecting prompt injection, jailbreak vulnerabilities, model inversion risk, data poisoning exposure, and agent tool abuse. This is NOT general application security (see security-pen-testing) or behavioral anomaly detection in infrastructure (see threat-detection) — this is about security assessment of AI/ML systems and LLM-based agents specifically. --- ## Table of Contents - [Overview](#overview) - [AI Threat Scanner Tool](#ai-threat-scanner-tool) - [Prompt Injection Detection](#prompt-injection-detection) - [Jailbreak Assessment](#jailbreak-assessment) - [Model Inversion Risk](#model-inversion-risk) - [Data Poisoning Risk](#data-poisoning-risk) - [Agent Tool Abuse](#agent-tool-abuse) - [MITRE ATLAS Coverage](#mitre-atlas-coverage) - [Guardrail Design Patterns](#guardrail-design-patterns) - [Workflows](#workflows) - [Anti-Patterns](#anti-patterns) - [Cross-References](#cross-references) --- ## Overview ### What This Skill Does …
Read the whole file at its exact version.
How to install
mdr add fourteen1416/academic-agent-toolkit/dev-ai-security@sha256:1e44f97acd001c0eThe line at the top of this page pins the label git:20260927.a059f3a, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_mf2tr75rsil4i4vu)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Sep 23, 2026 and Sep 27, 2026, about one every 5 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260927.a059f3a latest | 2026-09-27 | a059f3a | 17,822 B | A | view · diff |
| git:20260923.b04430e | 2026-09-23 | b04430e | 17,821 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (17822 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
fourteen1416/academic-agent-toolkit · 12 stars · license a license file GitHub does not identify · pushed 2026-10-27 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_mf2tr75rsil4i4vu GET https://markdownregistry.com/api/v1/resolve?ref=fourteen1416/academic-agent-toolkit/dev-ai-security GET https://markdownregistry.com/api/v1/blob/1e44f97acd001c0e058809dab9e3be61a306d8c63475bc88242d29b18b585b9a
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.