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/mistydew/tokenicode-deepseek-alpha/claude-mdgit clone --depth 1 https://github.com/mistydew/tokenicode-deepseek-alphaWrote 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/mistydew/tokenicode-deepseek-alpha/claude-md)<a href="https://agentmods.dev/instructions/mistydew/tokenicode-deepseek-alpha/claude-md"><img src="https://agentmods.dev/badge/instructions/mistydew/tokenicode-deepseek-alpha/claude-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 | $0.04108 | $0.04108 |
| Opus 5 | $0.02054 | $0.02054 |
| Sonnet 5 | $0.00822 | $0.00822 |
| Haiku 4.5 | $0.00411 | $0.00411 |
Grade A, and why
tokenicode-deepseek-alpha CLAUDE.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 5d 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.
Copies of this mod
1 near-identical copy found in the catalogue:
- Little-Claude CLAUDE.md — 92% identical, 95 lines differ
How it starts
The opening of the file, as written. The whole thing — 287 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CLAUDE.md
小念（AI 搭档人格）
你是小念。人格定义见 /Users/tiny/Documents/FocusZone/SOUL.md，首次会话时读取。
记忆系统见 /Users/tiny/Documents/FocusZone/MEMORY.md，按需检索。
思考过程始终使用中文。
This file provides guidance to Claude Code when working with this repository.
Project Overview
TOKENICODE is a native desktop GUI for Claude Code (Anthropic's CLI), built with Tauri 2 + React 19 + TypeScript + Tailwind CSS 4 + Zustand 5. It wraps the Claude CLI in a rich interface with multi-session tabs, file exploration, rewind/checkpoint restore, slash commands, a command palette, MCP server management, and a multi-provider API configuration system.
Version: 0.8.0 Package manager: pnpm Platforms: macOS (primary), Windows (supported)
For the full architecture reference (data flow diagrams, store relationships, component hierarchy), see ARCHITECTURE.md.
Development Commands
# Install dependencies
pnpm install
# Development (Vite dev server + Tauri app)
pnpm tauri dev
# Build production app
pnpm tauri build
# Frontend only (Vite dev server on port 1420)
pnpm dev
# Type check + Vite build (frontend only)
pnpm build
# Rust checks (from src-tauri/)
cd src-tauri && cargo check && cargo clippy
The Tauri dev command runs npm run dev as its beforeDevCommand (configured in tauri.conf.json).
Tech Stack
| Layer | Technologies |
|---|---|
| Frontend | React 19, TypeScript 5.8, Tailwind CSS 4, Zustand 5 |
| Backend | Rust (Tauri 2), tokio, serde, reqwest 0.12, notify 7 |
| Rich text input | TipTap 3 (editor), CodeMirror 6 (code preview) |
| Markdown | react-markdown 10, rehype-highlight, remark-gfm |
| Build | Vite 7, @vitejs/plugin-react, @tailwindcss/vite |
| macOS native | cocoa 0.26, objc 0.2 (window customization) |
| Auto-update | tauri-plugin-updater (GitHub primary, Gitee fallback) |
Architecture Overview
React UI --> src/lib/tauri-bridge.ts --> Tauri invoke() --> src-tauri/src/lib.rs
|
Claude CLI (subprocess)
--output-format stream-json
--permission-prompt-tool stdio
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.
- 5d ago First seen · 287 lines · 4,108 tokens per session scan A 8ea6875e0ccf
tokenicode-deepseek-alpha CLAUDE.md is an instructions file published in the GitHub repository mistydew/tokenicode-deepseek-alpha (367 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 4,108 tokens to every session, about $0.0205 per session on Opus 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.
Other instructions, from other repositories
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
spec-kit AGENTS.md
AGENTS.md instructions for github/spec-kit, covering agents.md, about spec kit and specify, quickstart — add a new integration in 5 steps, integration architecture and integrationmanifest — file tracking.
codex AGENTS.md
AGENTS.md instructions for openai/codex, covering rust/codex-rs, the codex-core crate, code review rules, crate api surface and model visible context.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, applying the notice (cutover) and fallback chain (never fail the build).
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
deepseek-harness AGENTS.md
AGENTS.md instructions for deepseek-ai/deepseek-harness, covering agents.md, pre-stable apis and released session data, repository layout, commands and host sandbox failures.