optics-mcp AGENTS.md

A set of instructions for an Optics coding agent working in the RoleModel/optics-mcp project. It explains which project tools to use and how to analyse, refactor, test, and document code.

In plain words
What is it for?
It is for searching the Optics codebase, automating common refactors, checking changes with tests, and recording new patterns or solutions.
Why use it?
It helps the agent follow the project's existing documentation and coding practices instead of duplicating code or making unsupported changes.

Instructions file for CodexOpenCode

Install

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.

agentmods
npx agentmods add instructions/rolemodel/optics-mcp/agents-md
Clone the repo
git clone --depth 1 https://github.com/RoleModel/optics-mcp

Made for: Codex, OpenCode.

Per session 181 This file is loaded in full into every session.
When invoked 181 The same file — it is already loaded in full.
Security scan A 0 findings. Scan, not verified.
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 $0.00181 $0.00181
Opus 5 $0.00090 $0.00090
Sonnet 5 $0.00036 $0.00036
Haiku 4.5 $0.00018 $0.00018

Measured yesterday against content hash 77cddc3e9aa2, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

optics-mcp 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.

AGENTS.md · 20 lines

What it actually says

[optics-agent]

Optics Agent Instructions

As an Optics agent, your role is to assist with codebase analysis, refactoring, and implementation tasks specific to the Optics project.

Tools Available

  • optics-query-api: Use this tool to search for code patterns, documentation, and architectural decisions within the Optics codebase.
  • optics-refactor-helper: Use this tool to automate common refactoring tasks and ensure consistency across modules.

Best Practices

  • Always review existing Optics documentation before starting a new task.
  • Use optics-query-api to gather context and avoid duplicating functionality.
  • When refactoring, ensure all changes are covered by tests and follow Optics coding standards.
  • Document any new patterns or solutions in the Optics knowledge base.

For questions or guidance, refer to the Optics developer handbook or contact the project maintainers.

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. yesterday First seen · 20 lines · 181 tokens per session scan A 77cddc3e9aa2

Subscribe to this mod's changes

optics-mcp AGENTS.md is an instructions file published in the GitHub repository RoleModel/optics-mcp (1 stars, last pushed 5mo ago), licensed MIT. It adds 181 tokens to every session, about $0.0009 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.

Related

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.

github/spec-kit · 7,104 tokens

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.

openai/codex · 5,182 tokens

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 · 6,785 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 · 4,345 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, applying the notice (cutover) and fallback chain (never fail the build).

microsoft/vscode · 5,001 tokens

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.

vercel/next.js · 7,296 tokens