constellation-mcp: Instructions file for Codex

AGENTS.md

constellation-mcp AGENTS.md is an instructions file for Codex, OpenCode from ShiftinBits/constellation-mcp. It costs 3,320 tokens per session, scanned A, original, AGPL-3.0.

A project instruction file for Constellation MCP that gives a quick reference to its architecture, API methods, and MCP resources. MCP is a standard way for an AI assistant to use external tools and data.

In plain words
What is it for?
Understanding or changing Constellation MCP’s structure, API methods, and connected resources.
Why use it?
It supplies the project context needed to work consistently with the server’s interfaces and available resources.

Instructions file for CodexOpenCode

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

This is ShiftinBits/constellation-mcp's own configuration. It tells Codex and OpenCode how to work on constellation-mcp 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 constellation-mcp configures →

Reuse

Borrowing it

Nothing to install: this file belongs to ShiftinBits/constellation-mcp. 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/ShiftinBits/constellation-mcp/main/AGENTS.md
Clone the repo
git clone --depth 1 https://github.com/ShiftinBits/constellation-mcp

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 constellation-mcp AGENTS.md

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

Your own site · 80×15
<a href="https://agentmods.dev/instructions/shiftinbits/constellation-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/shiftinbits/constellation-mcp/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 3,320 This file is loaded in full into every session.
When invoked 3,320 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 unknown 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 $0.03320 $0.03320
Opus 5.5 $0.01328 $0.01328
Sonnet 5.5 $0.00664 $0.00664
Haiku 4.5 $0.00332 $0.00332

Measured 14d ago against content hash b9f196d1f52d, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

constellation-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 14d 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 · 144 lines

The source is not reproduced here

Licensed AGPL-3.0

The repository is licensed AGPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.

Read it on GitHub

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. 14d ago Changed · +3 lines · +220 tokens per session b9f196d1f52d
  2. 16d ago Changed · +17 lines · +887 tokens per session 7748f37a93a9
  3. 19d ago Changed · +4 lines · +85 tokens per session 8aea6b2b48e3
  4. 1mo ago Changed · +2 lines · +164 tokens per session 3815aa4ec0e8
  5. 2mo ago First seen · 118 lines · 1,964 tokens per session scan A 6e52c53d5e35

Subscribe to this mod's changes

constellation-mcp AGENTS.md is an instructions file published in the GitHub repository ShiftinBits/constellation-mcp (3 stars, last pushed 11d ago), licensed AGPL-3.0. It adds 3,320 tokens to every session, about $0.0133 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.

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constellation-mcp AGENTS.md next to 6 instructions from other repositories
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deepseek-harness AGENTS.mddeepseek-ai/deepseek-harnessInstructions file274k2d agoMITA4,313Codex, OpenCode