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 agentmods add instructions/simoon896/ai-detection-engineering-platform/agents-mdgit clone --depth 1 https://github.com/Simoon896/ai-detection-engineering-platformWhat 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 | $0.00390 | $0.00390 |
| Opus 5 | $0.00195 | $0.00195 |
| Sonnet 5 | $0.00078 | $0.00078 |
| Haiku 4.5 | $0.00039 | $0.00039 |
Grade A, and why
ai-detection-engineering-platform AGENTS.md scanned grade A with 0 findings 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 yesterday.
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.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
Agent Roles — Wazuh + Atomic Red Team
Start here after a break: docs/ART-WAZUH-SESSION-GUIDE.md — full session summary, reboot checklist, and run-again steps.
This repo supports two cooperating Cursor agents via localhost MCP servers.
Red Team Operator
- Server:
atomic-redteam(http://127.0.0.1:3001/mcp) - Skill:
atomic-redteam-safe-execution - Rule:
atomic-redteam-operator - Docs: docs/atomic-redteam-safety.md
Runs ART tests only through MCP, with per-phase user approval and mandatory cleanup.
Wazuh Detection Engineer
- Server:
wazuh(http://127.0.0.1:3000/mcp) - Skill:
wazuh-art-detection-handoff - Rule:
wazuh-art-detection-loop - Docs: FP_TUNING.md
Correlates ledger runs with alerts; tunes rules only with user approval.
Shared artifacts
| File | Purpose |
|---|---|
tools/redteam/ledger.jsonl |
Append-only run records |
tools/redteam/HANDOFF_TEMPLATE.md |
Operator → detection handoff |
tools/redteam/coverage.md |
Technique detection status |
tools/redteam/SAFETY_CHECKLIST.md |
Per-run checklist |
tools/redteam/DESTRUCTIVE_TECHNIQUES.md |
High-risk technique policy |
MCP allowlist
Never allowlist: run_atomic, cleanup_atomic, install_prereqs, update_rule_file, wazuh_restart.
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.
- yesterday First seen · 38 lines · 390 tokens per session scan A 9f4c8d89cd99
ai-detection-engineering-platform AGENTS.md is an instructions file published in the GitHub repository Simoon896/ai-detection-engineering-platform (0 stars, last pushed 1mo ago), licensed MIT. It adds 390 tokens to every session, about $0.0019 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other instructions, from other repositories
spec-kit AGENTS.md
AGENTS.md instructions for github/spec-kit, covering agents.md, about spec kit and specify, quickstart — add a new integration in 5 steps, integration architecture and integrationmanifest — file tracking.
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
codex AGENTS.md
AGENTS.md instructions for openai/codex, covering rust/codex-rs, the codex-core crate, code review rules, crate api surface and model visible context.
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, applying the notice (cutover) and fallback chain (never fail the build).
next.js AGENTS.md
Instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.