Borrowing it
Nothing to install: this file belongs to asta-nguyen/kamehadb. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/asta-nguyen/kamehadb/main/AGENTS.mdgit clone --depth 1 https://github.com/asta-nguyen/kamehadbWrote 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/asta-nguyen/kamehadb/agents-md)<a href="https://agentmods.dev/instructions/asta-nguyen/kamehadb/agents-md"><img src="https://agentmods.dev/badge/instructions/asta-nguyen/kamehadb/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.
<a href="https://agentmods.dev/instructions/asta-nguyen/kamehadb/agents-md"><img src="https://agentmods.dev/badge/instructions/asta-nguyen/kamehadb/agents-md.svg" alt="Reviewed on agentmods" width="80" 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 | $0.06145 | $0.06145 |
| Opus 5.5 | $0.02458 | $0.02458 |
| Sonnet 5.5 | $0.01229 | $0.01229 |
| Haiku 4.5 | $0.00615 | $0.00615 |
Grade A, and why
kamehadb 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.
How it starts
The opening of the file, as written. The whole thing — 476 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md
This file provides guidance for coding agents working in this repository.
Project Overview
KamehaDB is a local-first database GUI built as a single Wails v2 desktop app: a Go backend embedded in the executable plus a React 19 + Vite frontend. The current app supports PostgreSQL, MySQL, SQLite, MongoDB, Redis, SQL Server, Oracle, ClickHouse, DuckDB, and MariaDB. It includes schema browsing, a CodeMirror SQL editor, query history, PostgreSQL stats views, schema timeline/diff workflows, Redis/Mongo explorers, embedded PostgreSQL and Mongo shells, PostgreSQL backup/restore flows, an in-app logs viewer, a read-only MCP server, and an AI chat panel with schema-aware context.
There is also a separate marketing/docs site in landing/, but it is not part of the pnpm workspace used by the desktop app.
Repository Layout
├── apps/
│ └── desktop/ # React 19 + Vite 7 frontend (Wails webview)
├── dbcore/ # Reusable provider core: contracts, providers, lifecycle manager
├── internal/ # Go backend: services, store, MCP, terminal
├── packages/
│ └── shared/ # Shared Zod schemas and frontend-facing types
├── landing/ # Separate Next.js marketing site (not in pnpm workspace)
├── main.go / app.go # Wails entrypoint and bound app methods
├── wails.json # Wails project config (frontend dir, build hooks)
├── docker-compose.yml # Local dev databases
└── docker-init/ # Seed SQL for Postgres/MySQL/MariaDB
Workspace And Package Boundaries
- The pnpm workspace includes only
apps/*andpackages/*. landing/has its ownpackage-lock.jsonand is managed separately with npm.- Most root scripts target the pnpm workspace only. Do not assume they affect
landing/unless they explicitly usenpm --prefix landing. - The Go module lives at the repo root (
go.mod);internal/is not part of the pnpm workspace.
Commands
Workspace root
# Install workspace dependencies
pnpm install
# Start dev databases
docker compose up -d
# Run the full app in Wails dev mode (frontend watcher + Go backend)
pnpm dev
# Run only the frontend dev server (no backend bindings)
pnpm dev:desktop
# Build the production desktop binary into build/bin/
pnpm build
# Typecheck all workspace packages (desktop: pnpm --dir apps/desktop exec tsc --noEmit)
pnpm typecheck
# Lint all workspace packages that expose a lint script
pnpm lint
# Run all workspace package tests that expose a test script
pnpm test
# Run the Go backend tests
pnpm test:go
# Lint the Go backend with golangci-lint (resolved via `go tool` from go.mod — no separate install)
pnpm lint:go
# Format Go source with gofumpt + goimports
pnpm format:go
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 Changed · +1 lines · +95 tokens per session a269f886a63f
- 19d ago Changed · -50 lines · -472 tokens per session 676573fb9190
- 26d ago Changed · +2 lines · +111 tokens per session 03afd74c3d57
- 1mo ago Changed · -2 lines · -34 tokens per session fd36c602c455
- 2mo ago First seen · 525 lines · 6,445 tokens per session scan A e283a7728112
kamehadb AGENTS.md is an instructions file published in the GitHub repository asta-nguyen/kamehadb (14 stars, last pushed 10d ago), licensed Apache-2.0. It adds 6,145 tokens to every session, about $0.0246 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 2026-08-30.
kamehadb AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| kamehadb AGENTS.mdasta-nguyen/kamehadb | Instructions file | 14 | 10d ago | Apache-2.0 | A | 6,145 | 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 |