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opendesk: Instructions file for Codex

AGENTS.md

opendesk AGENTS.md is an instructions file for Codex, OpenCode from vitalops/opendesk. It costs 557 tokens per session, scanned A, original, MIT.

A repository instruction guide for the OpenDesk project, covering its Python and JavaScript code, documentation, plugins, packaging, tests, and local MCP server. MCP is a standard way for an AI tool to connect to software tools.

In plain words
What is it for?
Use it when modifying OpenDesk, running its Python or JavaScript tests, checking documentation and plugin packaging, or starting its development server.
Why use it?
It gives a coding agent the project layout and the commands needed to test, validate, package, and run the project from source.

Instructions file for CodexOpenCode

Written for Codex and OpenCode: the file is AGENTS.md. Also seen: mentions .claude-plugin; mentions Claude Code; mentions AGENTS.md.

This is vitalops/opendesk's own configuration. It tells Codex and OpenCode how to work on opendesk 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 opendesk configures →

not rated 88repo today A scan 557 tokens original MIT
View source ↗ vitalops/opendesk vitalops.ai
Reuse

Borrowing it

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

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 opendesk AGENTS.md

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

Your own site · 80×15
<a href="https://agentmods.dev/instructions/vitalops/opendesk/agents-md"><img src="https://agentmods.dev/badge/instructions/vitalops/opendesk/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 557 This file is loaded in full into every session.
When invoked 557 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 $0.00557 $0.00557
Opus 5.5 $0.00223 $0.00223
Sonnet 5.5 $0.00111 $0.00111
Haiku 4.5 $0.00056 $0.00056

Measured today against content hash af48c787aa0a, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

opendesk 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 today.

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 · 52 lines

What it actually says

AGENTS.md

Layout

  • python/ — Python SDK + MCP server (opendesk, PyPI). Tools in python/opendesk/tools/, MCP in python/opendesk/integrations/mcp.py (+ mcp_http.py).
  • js/ — JS/TS SDK + MCP server (@vitalops/opendesk-sdk, npm). Tools in js/src/tools/, MCP in js/src/mcp.ts.
  • docs/ — Sphinx/MyST docs (docs/conf.py, toctrees in docs/index.md); mkdocs.yml mirrors the nav.
  • plugins/opendesk/ — Claude Code plugin (MCP config + skill); .claude-plugin/marketplace.json — marketplace.
  • server.json — MCP Registry entry. manifest.json + scripts/build_mcpb.sh — Claude Desktop .mcpb bundle.

Python

cd python
pip install -e '.[all]'      # don't add [linux] off Linux: pyatspi isn't on PyPI
python -m pytest -q

JavaScript

cd js
npm install
npx tsc --noEmit
npx vitest run

Run the MCP server from source

uvx --from ./python opendesk mcp                         # stdio
uvx --from ./python opendesk mcp --transport http --port 8765
uvx --refresh --from ./python opendesk mcp               # after source changes

Validate packaging

claude plugin validate --strict .
claude plugin validate --strict plugins/opendesk
mcp-publisher validate server.json
scripts/build_mcpb.sh                                    # → dist/opendesk-<version>.mcpb

Conventions

  • Every tool sets title and annotations (readOnlyHint, destructiveHint, idempotentHint, openWorldHint).
  • Report failures as ToolResult(error=True, ...) (JS: this.err(...)) instead of raising.
  • Keep Python and JS tools in sync (names, actions, parameters).
  • Version bumps touch: python/pyproject.toml, python/opendesk/__init__.py, js/package.json, js/src/mcp.ts (SERVER_VERSION), manifest.json, server.json, plugins/opendesk/.claude-plugin/plugin.json, plugins/opendesk/.mcp.json.
  • Commits: no Claude/AI co-author or attribution trailers.
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. today First seen · 52 lines · 557 tokens per session scan A af48c787aa0a

Subscribe to this mod's changes

opendesk AGENTS.md is an instructions file published in the GitHub repository vitalops/opendesk (88 stars, last pushed today), licensed MIT. It adds 557 tokens to every session, about $0.0022 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 2026-10-20.

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