foundations-safety-engineering SKILL.md skillA

foundations-safety-engineering from vasilyu1983/ai-agents-public is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add vasilyu1983/ai-agents-public/foundations-safety-engineering@v1.0

Pins v1.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
vasilyu1983/ai-agents-public
Path
skills/universal/foundations-safety-engineering/SKILL.md
Versions recorded
2
Latest version
v1.0, committed Oct 12, 2026
First version recorded
Oct 5, 2026
Size
6,448 bytes
Repository stars
101
License
MIT

Analyzes hazards in systems or AI agents: STPA, guardrails, safety cases, incident analysis. Use when an agent can take actions or send payments.

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

# Safety Engineering Foundations

Derive constraints that prevent unacceptable losses, including losses from interactions between functioning components. Scope the analysis to the requested system and decision; analysis does not authorize external actions.

## When to use

**Use when** a task asks what could go wrong with a system or agent, which guardrails an agent that can take real actions (payments, deletes, deploys, messages) needs, for a hazard analysis or STPA, for a safety case for an AI system, or for an incident analysis that goes beyond one root cause.

For failure rates, repair/availability models, FMEA, and fault-tree probabilities, use [reliability theory](../foundations-reliability-theory/SKILL.md). For proving specified model properties, use [formal methods](../foundations-formal-methods/SKILL.md). Operational incident response and security hardening remain with their existing owners.

## Quick Reference

- **Put guardrails at the mutation boundary.** A prompt instruction feeds the planner's process model. It does not constrain the system.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add vasilyu1983/ai-agents-public/foundations-safety-engineering@sha256:3c73e0c36e9f50d6

The line at the top of this page pins the label v1.0, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_ewxy2fgqpjmjthr2.svg)](https://markdownregistry.com/a/art_ewxy2fgqpjmjthr2)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 2 versions of this file, between Oct 5, 2026 and Oct 12, 2026, about one every 7 days.

versioncommittedcommitsizeaudit
v1.0 latest2026-10-12 34b57f4 6,448 BA view · diff
v1.02026-10-05 5db538c 5,259 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (6448 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

GitHub

vasilyu1983/ai-agents-public · 101 stars · license MIT · pushed 2026-10-16 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ewxy2fgqpjmjthr2
GET https://markdownregistry.com/api/v1/resolve?ref=vasilyu1983/ai-agents-public/foundations-safety-engineering
GET https://markdownregistry.com/api/v1/blob/3c73e0c36e9f50d65735ef7201a5a6d3a02695879faebeba61e433997497a26d

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.

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