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.
npx agentmods add instructions/cynthiajones34/gbrain/agents-mdgit clone --depth 1 https://github.com/cynthiajones34/GBrainWrote 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.
[](https://agentmods.dev/instructions/cynthiajones34/gbrain/agents-md)<a href="https://agentmods.dev/instructions/cynthiajones34/gbrain/agents-md"><img src="https://agentmods.dev/badge/instructions/cynthiajones34/gbrain/agents-md.svg" alt="Measured on agentmods" height="20"></a>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 | $0.02047 | $0.02047 |
| Opus 5 | $0.01024 | $0.01024 |
| Sonnet 5 | $0.00409 | $0.00409 |
| Haiku 4.5 | $0.00205 | $0.00205 |
Grade C, and why
GBrain AGENTS.md scanned grade C with 2 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Downloads and executes remote codehighSupply chain
curl | sh runs whatever the server returns today, which is not necessarily what it returned when this was reviewed.
curl -fsSL https://bun.sh/install | bash Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -fsSL https://bun.sh/install | bash How it starts
The opening of the file, as written. The whole thing — 130 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Agents working on GBrain
This is your install + operating protocol. Claude Code reads ./CLAUDE.md automatically.
Everyone else (Codex, Cursor, OpenClaw, Aider, Continue, or an LLM fetching via URL):
start here.
Install (5 min)
- Install gbrain via Bun (the canonical path):
Ifcurl -fsSL https://bun.sh/install | bash export PATH="$HOME/.bun/bin:$PATH" bun install -g github:garrytan/gbrainbun install -gaborts orgbrain doctorreportsschema_version: 0, the CLI prints a recovery hint pointing at #218. Rungbrain apply-migrations --yesto recover, or fall back to the deterministic install:git clone https://github.com/garrytan/gbrain.git ~/gbrain && cd ~/gbrain && bun install && bun link. - Init the brain:
gbrain init(defaults to PGLite, zero-config). For 1000+ files or multi-machine sync, init suggests Postgres + pgvector via Supabase. - STOP — ask the user about search mode.
gbrain initauto-applied a default but printed a 9-cell cost matrix (mode × downstream model) preceded by[AGENT]markers. You MUST relay the matrix to the operator and confirm their choice before continuing. Cost spread between corners is 25x — silent acceptance is the wrong default. See./INSTALL_FOR_AGENTS.mdStep 3.5 for the exact ask-the-user protocol. Same banner fires ongbrain post-upgradefor existing users (search modes were added in v0.32.3). - Read
./INSTALL_FOR_AGENTS.mdfor the full 9-step flow (API keys, identity, cron, verification).
Read this order
./AGENTS.md(this file) — install + operating protocol../CLAUDE.md— orientation + resolver: architecture, cross-cutting invariants, the reference map, inline ship rules. It routes to on-demand detail docs:./docs/architecture/KEY_FILES.md(per-file index — read a file's entry before editing it),./docs/TESTING.md(test tiers + isolation lint + E2E lifecycle), and./docs/architecture/thin-client.md(remote-MCP seam)../docs/architecture/brains-and-sources.md— the two-axis mental model (brain = which DB, source = which repo in the DB). Every query routes on both axes. Read before writing anything that touches brain ops../skills/conventions/brain-routing.md— agent-facing decision table: when to switch brain, when to switch source, how cross-brain federation works (latent-space only; the agent decides)../skills/RESOLVER.md— skill dispatcher. Read before any task.
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.
- 4d ago First seen · 130 lines · 2,047 tokens per session scan C bdcf20a99d15
GBrain AGENTS.md is an instructions file published in the GitHub repository cynthiajones34/GBrain (0 stars, last pushed 28d ago), licensed MIT. It adds 2,047 tokens to every session, about $0.0102 per session on Opus 5. A static security scan graded it C with 2 findings (downloads and executes remote code, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other instructions, from other repositories
loom-kg CLAUDE.md
Instructions for gl00mt1t4n/loom-kg: Read and follow AGENTS.md. LoomKG uses AGENTS.md as the canonical setup and maintenance guide.
loom-kg AGENTS.md
Instructions for gl00mt1t4n/loom-kg, covering agents, first response rule, setup questions, agent runtime compatibility and after the user answers.
ClawRouter CLAUDE.md
Claude Code instructions for BlockRunAI/ClawRouter, covering clawrouter, commands, project structure, key dependencies and conventions.
gomaa CLAUDE.md
Claude Code instructions for M4F-S/gomaa, covering 🎯 agent operational directives & execution protocol, role & objective, core rules and execution protocol.
kubeledger CLAUDE.md
Claude Code instructions for realopslabs/kubeledger, covering claude.md, project overview, development commands, dependency management and install dependencies.
akb AGENTS.md
AGENTS.md instructions for dnotitia/akb, covering akb project guide, architecture, frontend design system, 2-layer mcp architecture and deployment.