What is openshell-dashboard AGENTS.md?

Project instructions for an OpenShell Dashboard, a web administration interface. They describe its React and TypeScript frontend, Go backend, project layout, build and run practices, and architecture rules.

Use them when developing or reviewing this dashboard, including its browser interface, Go service layer, API handlers, tests, and deployment setup.

They give coding agents the repository-specific context needed to make changes in the right places and follow the project's conventions. The excerpt does not identify a single task or feature.

How Gkrumbach07/openshell-dashboard configures Codex and OpenCode

Reuse

Borrowing it

Nothing to install: this file belongs to Gkrumbach07/openshell-dashboard. 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/Gkrumbach07/openshell-dashboard/main/AGENTS.md

Clone the repo

git clone --depth 1 https://github.com/Gkrumbach07/openshell-dashboard

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.

README.md

[![agentmods](https://agentmods.dev/badge/instructions/gkrumbach07/openshell-dashboard/agents-md/github.svg)](https://agentmods.dev/instructions/gkrumbach07/openshell-dashboard/agents-md)

Your own site

<a href="https://agentmods.dev/instructions/gkrumbach07/openshell-dashboard/agents-md"><img src="https://agentmods.dev/badge/instructions/gkrumbach07/openshell-dashboard/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.

Your own site · 80×15

<a href="https://agentmods.dev/instructions/gkrumbach07/openshell-dashboard/agents-md"><img src="https://agentmods.dev/badge/instructions/gkrumbach07/openshell-dashboard/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 1,410 This file is loaded in full into every session.

When invoked 1,410 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.

Model	Per session	Once invoked
Fable 5.1	$0.01410	$0.01410
Opus 5.5	$0.00564	$0.00564
Sonnet 5.5	$0.00282	$0.00282
Haiku 4.5	$0.00141	$0.00141

Measured 13d ago against content hash 0aa0a64eebbf, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

openshell-dashboard 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 13d 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 · 56 lines

How it starts

The opening of the file, as written. The whole thing — 56 lines — stays where its author put it; the contents beside it link to each section on GitHub.

OpenShell Dashboard

Web admin UI for OpenShell: a Go BFF and a React frontend in one container image, installed with a Helm chart. The BFF talks to one OpenShell gateway through the OpenShell Go SDK.

Project structure

frontend/           React + TypeScript + PatternFly 6
  src/app/          App shell (App.tsx), routes (AuthenticatedRoutes.tsx, AppRoutes.tsx), layout, theme
  src/pages/        Page components: flat files, self-contained
  src/components/   Shared components (shared hooks are in src/hooks/, helpers in src/utils/)
  src/api/          REST client (client.ts), hooks, queryKeys.ts
  src/i18n/         useI18n and the English catalogs (locales/en/)
  src/types/        TypeScript types, all in index.ts
backend/            Go BFF; the compat suite is in test/compat/ (make compat, needs Docker)
  cmd/server/       Entry point: flags and environment variables (main.go)
  pkg/server/       App wiring and chi routes (app.go)
  pkg/handlers/     REST handlers, one struct per resource (*_handler.go)
  pkg/services/     The interfaces the handlers depend on, thin over the SDK
  pkg/apiutils/     Shared HTTP helpers (WriteJSON, WriteError, DecodeBody, ResponseCode)
  pkg/auth/         Reads the bearer from the request (proxy.go)
  pkg/clients/      Bearer forwarding (auth.go) and the direct gRPC calls (raw*.go)
  pkg/models/       Response DTOs (From*() converters) and request builders
scripts/            Release and CI tooling (gateway-range.mjs, release/, retag-image.sh) and dev-env.sh (the local stack)
deploy/             Dockerfile, Helm chart (helm/openshell-dashboard), Keycloak realm (keycloak/), local stack (dev/), compat stack and gateway pins (ci/)
docs/               Guides (install, authentication, configuration, compatibility, development, architecture, releasing) and ADRs (adrs/)

Build and run

make setup          # install frontend + go deps
make gateway        # the pinned OpenShell gateway in Docker, for make dev
make dev            # frontend dev server (:3000, hot reload) + BFF (:8080, restart after Go changes)
make test           # frontend unit tests + go tests
make lint           # eslint + prettier check + golangci-lint
make typecheck      # tsc --noEmit
make build          # build the container image

Read the full file on GitHub · 56 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.

13d ago First seen · 56 lines · 1,410 tokens per session scan A 0aa0a64eebbf

Subscribe to this mod's changes

openshell-dashboard AGENTS.md is an instructions file published in the GitHub repository Gkrumbach07/openshell-dashboard (5 stars, last pushed 10d ago), licensed Apache-2.0. It adds 1,410 tokens to every session, about $0.0056 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 2026-10-24.

Backend and APIs Frontend React

openshell-dashboard AGENTS.md next to 6 instructions from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
openshell-dashboard AGENTS.mdGkrumbach07/openshell-dashboard	Instructions file	5	10d ago	Apache-2.0	A	1,410	Codex, OpenCode
vscode buildNext.instructions.mdmicrosoft/vscode	Instructions file	195k	yesterday	MIT	A	9,719	GitHub Copilot
next.js AGENTS.mdvercel/next.js	Instructions file	143k	yesterday	MIT	A	7,461	Codex, OpenCode
langchain AGENTS.mdlangchain-ai/langchain	Instructions file	149k	yesterday	MIT	A	4,680	Codex, OpenCode
vscode oss-third-party-notices.instructions.mdmicrosoft/vscode	Instructions file	195k	yesterday	MIT	A	5,516	GitHub Copilot
vscode copilot-instructions.mdmicrosoft/vscode	Instructions file	195k	yesterday	MIT	A	3,093	GitHub Copilot
deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness	Instructions file	274k	2d ago	MIT	A	4,313	Codex, OpenCode

openshell-dashboard: Instructions file for Codex