talos-mcp-server: Instructions file for Codex

AGENTS.md

talos-mcp-server AGENTS.md is an instructions file for Codex, OpenCode from CBEPX/talos-mcp-server. It costs 1,183 tokens per session, scanned A, original, MIT.

A set of rules for AI agents working on the Talos MCP Server project. It covers Python code, Helm and Kubernetes, API design, and testing.

In plain words
What is it for?
Use it to guide code changes and reviews in the Talos MCP Server repository.
Why use it?
It gives an agent project-specific guidance, such as using type hints, documenting public code, and marking tools that change systems.

Instructions file for CodexOpenCode

Written for Codex and OpenCode: the file is AGENTS.md.

This is CBEPX/talos-mcp-server's own configuration. It tells Codex and OpenCode how to work on talos-mcp-server itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything talos-mcp-server configures →

Reuse

Borrowing it

Nothing to install: this file belongs to CBEPX/talos-mcp-server. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/CBEPX/talos-mcp-server/main/AGENTS.md
Clone the repo
git clone --depth 1 https://github.com/CBEPX/talos-mcp-server

Made for: Codex, OpenCode.

Wrote 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.

agentmods badge for talos-mcp-server AGENTS.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/cbepx/talos-mcp-server/agents-md/github.svg)](https://agentmods.dev/instructions/cbepx/talos-mcp-server/agents-md)
Your own site
<a href="https://agentmods.dev/instructions/cbepx/talos-mcp-server/agents-md"><img src="https://agentmods.dev/badge/instructions/cbepx/talos-mcp-server/agents-md/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.

agentmods 80×15 button for talos-mcp-server AGENTS.md

Your own site · 80×15
<a href="https://agentmods.dev/instructions/cbepx/talos-mcp-server/agents-md"><img src="https://agentmods.dev/badge/instructions/cbepx/talos-mcp-server/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 1,183 This file is loaded in full into every session.
When invoked 1,183 The same file — it is already loaded in full.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.01183 $0.01183
Opus 5.5 $0.00473 $0.00473
Sonnet 5.5 $0.00237 $0.00237
Haiku 4.5 $0.00118 $0.00118

Measured 1mo ago against content hash 810bb16235ab, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

talos-mcp-server 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 1mo 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.

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.

AGENTS.md · 80 lines

How it starts

The opening of the file, as written. The whole thing — 80 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Agent Guidelines & Rules

This document defines the coding standards, architectural patterns, and best practices for the Talos MCP Server project. All usage of AI agents should strictly adhere to these guidelines.

🐍 Python Development

  • Type Hinting: All functions and methods must have type hints. Use typing module (include List, Dict, Optional, Any, etc. or standard collections in Python 3.9+).
    • Example: def get_node_version(ip: str) -> Dict[str, Any]:
  • Docstrings: Use Google-style docstrings for all modules, classes, and public functions.
  • Pydantic: Use Pydantic models for data validation and schema definition, especially for MCP tools.
  • AsyncIO: Use async/await for all I/O bound operations. Use anyio for compatibility where appropriate.
  • Error Handling: Use try/except blocks judiciously. Create custom exception classes for domain-specific errors.
  • Loguru: Use loguru (imported as logger) for all logging. Do NOT use Python's standard logging module.
  • Read-Only Safety:
    • core/policy.py defines each canonical operation's execution class and exact native argv forms.
    • TalosClient and the tool registry enforce profile and allowlist access from that policy before every subprocess. is_mutation is a descriptive legacy flag, not an authorization gate.
  • Black & Ruff: Ensure code is formatted with Black and linted with Ruff.

☸️ Helm & Kubernetes

  • Chart Structure: Follow standard Helm chart structure (Chart.yaml, values.yaml, templates/).
  • Values: Use camelCase for values in values.yaml. Document all values with comments.
  • Templates:
    • Use {{ .Values.key | default "default" }} pattern.
    • Avoid hardcoding namespaces or resource names; use helper templates (e.g., _helpers.tpl) for naming.
  • Resources: Define resources (requests/limits) for all containers.
  • Labels: Ensure standard Kubernetes labels (app.kubernetes.io/name, etc.) are applied to all resources.

Read the full file on GitHub · 80 lines

Changes

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.

  1. 1mo ago Changed · +57 tokens per session 810bb16235ab
  2. 2mo ago First seen · 80 lines · 1,126 tokens per session scan A 26e020ddd9ad

Subscribe to this mod's changes

talos-mcp-server AGENTS.md is an instructions file published in the GitHub repository CBEPX/talos-mcp-server (0 stars, last pushed 6d ago), licensed MIT. It adds 1,183 tokens to every session, about $0.0047 per session on Opus 5.5. 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.

Related

Other instructions, from other repositories

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).

microsoft/vscode · 9,715 tokens

next.js AGENTS.md

AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.

vercel/next.js · 7,461 tokens

vscode oss-third-party-notices.instructions.md

Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, cache eligibility and rollout and applying the notice (cutover).

microsoft/vscode · 5,262 tokens

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.

langchain-ai/langchain · 4,680 tokens

vscode copilot-instructions.md

Copilot instructions for microsoft/vscode, covering vs code copilot instructions, project overview, root folders, core architecture (src/ folder) and built-in extensions (extensions/ folder).

microsoft/vscode · 2,750 tokens

deno copilot-instructions.md

Copilot instructions for denoland/deno, covering deno development guide for github copilot, network access, high level overview, key directories and key files to understand first.

denoland/deno · 3,077 tokens