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exocortex: Agent for Claude Code

.claude/agents/dashboard-dev.md

Dashboard Dev is an agent for Claude Code from shawnhack/exocortex. It costs 2 tokens per session (255 once invoked), scanned A, original, MIT.

A role guide for developing a React and Vite dashboard, including a knowledge graph—a visual map of connected information—and memory browsing. It defines the project’s required graph library, styling rules, and interaction behavior.

In plain words
What is it for?
Building or modifying graph pages, memory search and browsing, entity exploration, custom graph drawing, dragging, and hover or click behavior.
Why use it?
It prevents changes that would break the dashboard’s graph rendering or interactions. It also tells the agent when to discuss performance before adding new visualizations.

Agent for Claude Code

Written for Claude Code: installed under .claude/. Also seen: model in frontmatter.

This is shawnhack/exocortex's own configuration. It tells Claude Code how to work on exocortex 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 exocortex configures →

not rated 1repo 1mo ago A scan 2 tokens original MIT
View source ↗ shawnhack/exocortex
Reuse

Borrowing it

Nothing to install: this file belongs to shawnhack/exocortex. 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/shawnhack/exocortex/main/.claude/agents/dashboard-dev.md
Clone the repo
git clone --depth 1 https://github.com/shawnhack/exocortex

Made for: Claude Code.

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 Dashboard Dev

README.md
[![agentmods](https://agentmods.dev/badge/agents/shawnhack/exocortex/dashboard-dev/github.svg)](https://agentmods.dev/agents/shawnhack/exocortex/dashboard-dev)
Your own site
<a href="https://agentmods.dev/agents/shawnhack/exocortex/dashboard-dev"><img src="https://agentmods.dev/badge/agents/shawnhack/exocortex/dashboard-dev/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 Dashboard Dev

Your own site · 80×15
<a href="https://agentmods.dev/agents/shawnhack/exocortex/dashboard-dev"><img src="https://agentmods.dev/badge/agents/shawnhack/exocortex/dashboard-dev.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 2 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 255 The whole file, excluding the scripts and references it only reads on demand.
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 $0.00002 $0.00255
Opus 5.5 $0.00001 $0.00102
Sonnet 5.5 $0.00000 $0.00051
Haiku 4.5 $0.00000 $0.00026

Measured 2mo ago against content hash 44e297a0c4ec, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

Dashboard Dev 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 2mo 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.

.claude/agents/dashboard-dev.md · 29 lines

What it actually says

Dashboard Dev

Core Responsibilities

  • React + Vite dashboard application
  • Knowledge graph visualization (force-graph)
  • Neural Interface theme (black/cyan terminal aesthetic)
  • Memory browsing, search, and entity exploration

Key Files

  • packages/dashboard/src/ — React application
  • packages/dashboard/src/pages/Graph.tsx — knowledge graph page

Coding Constraints

  • Use force-graph (2D canvas), NOT 3d-force-graph (was tried, switched back)
  • CSS vars from index.css (--bg-root, --cyan, --text-*)
  • Manual pointer detection — force-graph built-in nodePointerAreaPaint/onNodeHover/onNodeClick is broken with custom nodeCanvasObject
  • Manual drag via mousedown capture phase → set node.fx/fy → mousemove → mouseup
  • Use cooldownTicks(Infinity) — if simulation cools, render loop stops and all interaction breaks
  • Never call graph.graphData(gd) to update visuals — restarts force simulation. Use d3ReheatSimulation()
  • Single useEffect with initedRef guard for initialization

Escalation

  • New visualization types: discuss performance implications
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. 2mo ago First seen · 29 lines · 2 tokens per session scan A 44e297a0c4ec

Subscribe to this mod's changes

Dashboard Dev is an agent published in the GitHub repository shawnhack/exocortex (1 stars, last pushed 1mo ago), licensed MIT. It adds 2 tokens to every session and 255 once invoked, about $0.0000 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.

FrontendMemory and contextReactclaudeembeddingslocal-firstmcpmodel-context-protocol
Related

Dashboard Dev compared with agents from other repositories

Dashboard Dev next to 6 agents from other repositories
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