brain-dashboard-system

brain-dashboard-system is a skill for Claude Code, Codex from humanerd-drew/opencode-drewgent. It costs 0 tokens per session (1,422 once invoked), scanned A, original, MIT.

A monitoring system for an AI agent's stored rules and internal state, called a brain dashboard. It includes scripts for text-based and web dashboards, rule monitoring, session-end processing, scheduled growth reports, and Discord alerts.

In plain words
What is it for?
Use it to display the agent's rule-based state in a terminal or web dashboard, monitor changes, run scheduled reports, and send Discord alerts.
Why use it?
It provides ways to inspect changes in the agent's stored rules and receive notifications about its state.

Skill for Claude CodeCodex

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 skills/humanerd-drew/opencode-drewgent/brain-dashboard-system
Any agent
npx skills add humanerd-drew/opencode-drewgent --skill brain-dashboard-system
Clone the repo
git clone --depth 1 https://github.com/humanerd-drew/opencode-drewgent

Made for: Claude Code, Codex.

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 brain-dashboard-system

README.md
[![agentmods](https://agentmods.dev/badge/skills/humanerd-drew/opencode-drewgent/brain-dashboard-system.svg)](https://agentmods.dev/skills/humanerd-drew/opencode-drewgent/brain-dashboard-system)
Your own site
<a href="https://agentmods.dev/skills/humanerd-drew/opencode-drewgent/brain-dashboard-system"><img src="https://agentmods.dev/badge/skills/humanerd-drew/opencode-drewgent/brain-dashboard-system.svg" alt="Measured on agentmods" height="20"></a>
Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,422 The whole file, excluding the scripts and references it only reads on demand.
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 $0.00000 $0.01422
Opus 5 $0.00000 $0.00711
Sonnet 5 $0.00000 $0.00284
Haiku 4.5 $0.00000 $0.00142

Measured 4d ago against content hash 26c746c95a49, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

brain-dashboard-system 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 4d 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.

@action/skills/brain-dashboard-system/SKILL.md · 141 lines

How it starts

The opening of the file, as written. The whole thing — 141 lines — stays where its author put it; the contents beside it link to each section on GitHub.

space: outcome type: document

Brain Dashboard System

{{AGENT_NAME}}의 NeuronFS Brain 상태를 실시간으로 모니터링하는 통합 시스템.

아키텍처

┌─────────────────────────────────────────────────────┐
│                  {{AGENT_NAME}} Brain                      │
│                                                     │
│  ┌─────────────┐  ┌──────────────────────────────┐ │
│  │ Brain Rules │  │   Scripts (~/.{{AGENT_NAME_LOWER}}/scripts) │ │
│  │  .neuron    │──│  brain_nodes.py (ASCII 뇌)     │ │
│  │  files      │  │  brain_html_dashboard.py (WEB) │ │
│  └─────────────┘  │  brain_rule_monitor.py        │ │
│                   │  session_end_hook.py          │ │
│                   └──────────────────────────────┘ │
│                              │                        │
│         ┌────────────────────┼────────────┐         │
│         ▼                    ▼            ▼         │
│  ┌────────────┐  ┌──────────────┐  ┌───────────┐  │
│  │ Cron 6h    │  │ Cron 5min    │  │ Discord   │  │
│  │ Growth Rep │  │ Session End  │  │ Alert     │  │
│  └────────────┘  └──────────────┘  └───────────┘  │
└─────────────────────────────────────────────────────┘

핵심 스크립트

1. brain_nodes.py (ASCII 뇌 시각화)

python3 ~/.{{AGENT_NAME_LOWER}}/scripts/brain_nodes.py

실제 뇌 해부학 구조를 반영한 ASCII 아트:

  • P6 Prefrontal (맨 위/앞) → P0 Brainstem (맨 아래)
  • Synapse Signal Flow: P0→P1→P2→P3→P4→P5→P6
  • Spinal Cord 포함
  • Stats + Growth delta 표시

2. brain_html_dashboard.py (웹 대시보드)

python3 ~/.{{AGENT_NAME_LOWER}}/scripts/brain_html_dashboard.py

출력: ~/.{{AGENT_NAME_LOWER}}/brain_dashboard.html

  • SVG 뇌 시각화 (애니메이션 시냅스 신호)
  • Stats 카드 4개 (Brain Rules, Skills, Knowledge, Sessions)
  • Layer Detail 테이블
  • Skills 라이브러리
  • 5분 자동 리프레시

3. brain_rule_monitor.py (성장 모니터)

python3 ~/.{{AGENT_NAME_LOWER}}/scripts/brain_rule_monitor.py        # 실행
python3 ~/.{{AGENT_NAME_LOWER}}/scripts/brain_rule_monitor.py --check # 상태 확인
  • brain_rule_state.json 와 비교하여 신규 규칙 탐지
  • 새 규칙 발견 시 Discord 알림 (webhook)
  • Discord 설정: ~/.{{AGENT_NAME_LOWER}}/config/discord.json (webhook_url 필요)

Read the full file on GitHub · 141 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.

  1. 4d ago First seen · 141 lines · 0 tokens per session scan A 26c746c95a49

Subscribe to this mod's changes

brain-dashboard-system is a skill published in the GitHub repository humanerd-drew/opencode-drewgent (2 stars, last pushed 1mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 1,422 tokens. 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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