AGENTS.mdB
AGENTS.md from santosomar/ai-agents-for-cybersecurity is an AGENTS.md file: the standing instructions coding agents read in that repo.
mdr add santosomar/ai-agents-for-cybersecurity/AGENTS.md@git:20261012.048a976Pins git:20261012.048a976 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 13 of 14 checks passed
- Kind
- AGENTS.md file
- Repository
- santosomar/ai-agents-for-cybersecurity
- Path
AGENTS.md- Versions recorded
- 6
- Latest version
- git:20261012.048a976, committed Oct 12, 2026
- First version recorded
- Oct 12, 2026
- Size
- 11,005 bytes
- Repository stars
- 251
- License
- BSD-3-Clause
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
# AGENTS.md ## Project overview Educational Python codebase by Omar Santos, used in Pearson live trainings, video courses, [O'Reilly courses](https://www.oreilly.com/search/?q=omar%20santos&rows=100), and several of his books. Standalone scripts and specifications (no interconnected services) demonstrating AI agents for cybersecurity across eight progressive parts. See `README.md` for the full learning path. ## Directory structure ``` part1_foundational_topics/ Chat models, embeddings, Streamlit chatbot, Hugging Face, Ollama part2_prompt_templates/ Prompt engineering: templates, placeholders, chat history part3_prompt_chaining/ LCEL chains: sequential, parallel, branching, threat hunting part4_rag_examples/ RAG with Chroma, text splitting, embedding comparison, web scraping part5_agents_and_mcp_servers/ Agents, LangGraph, agentic RAG, CrewAI, MCP servers part6_agentic_frameworks/ Docs only: OpenClaw, Hermes, Agent Zero, OpenHands, Paperclip, Buzz (one folder each) part7_tokenomics/ Agent cost: caching, routing, compaction, tool overhead, batch, budgets, cost per outcome …
Read the whole file at its exact version.
How to install
mdr add santosomar/ai-agents-for-cybersecurity/AGENTS.md@sha256:adee679730e3af3eThe line at the top of this page pins the label git:20261012.048a976, 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_kae6kogbt434v4k6)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, all committed on Oct 12, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261012.048a976 latest | 2026-10-12 | 048a976 | 11,005 B | B | view · diff |
| git:20261012.1197ef5 | 2026-10-12 | 1197ef5 | 10,580 B | B | view · diff |
| git:20261012.27358fd | 2026-10-12 | 27358fd | 8,959 B | B | view · diff |
| git:20261012.78f3a8d | 2026-10-12 | 78f3a8d | 8,889 B | B | view · diff |
| git:20261012.eb50bac | 2026-10-12 | eb50bac | 8,318 B | B | view · diff |
| git:20261012.dc85c34 | 2026-10-12 | dc85c34 | 8,013 B | B | view |
Audit of the latest version
- fail: No script tag (matched: <script)
- pass: Size between 200 bytes and 200 KB (11005 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
Starting a new one? Use a template for AGENTS.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
santosomar/ai-agents-for-cybersecurity · 251 stars · license BSD-3-Clause · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_kae6kogbt434v4k6 GET https://markdownregistry.com/api/v1/resolve?ref=santosomar/ai-agents-for-cybersecurity/AGENTS.md GET https://markdownregistry.com/api/v1/blob/adee679730e3af3e174afa9f3ac3ab4083252708fab9dab83629027617ee6dbd
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: how to write a good AGENTS.md · AGENTS.md vs CLAUDE.md · which agent file does what.
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