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/smythp/tine/claude-mdgit clone --depth 1 https://github.com/smythp/tineWrote 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/smythp/tine/claude-md)<a href="https://agentmods.dev/instructions/smythp/tine/claude-md"><img src="https://agentmods.dev/badge/instructions/smythp/tine/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 | $0.01352 | $0.01352 |
| Opus 5 | $0.00676 | $0.00676 |
| Sonnet 5 | $0.00270 | $0.00270 |
| Haiku 4.5 | $0.00135 | $0.00135 |
Grade A, and why
tine 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.
How it starts
The opening of the file, as written. The whole thing — 83 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Tine — Agent Guide
CLI tool that lets AI agents drive a GNOME Wayland desktop. Hybrid AT-SPI2 accessibility tree + vision approach.
This file is notes for agents (Claude Code, Codex, Aider, etc.) working inside this repo. For user-facing docs, see README.md.
What this is
Tine is the bridge between an AI coding agent and a physical Linux desktop. It reads the screen (screenshots + accessibility tree) and acts on it (keyboard/mouse injection). Think "Playwright for the desktop" but hybrid — structured accessibility data when available, vision fallback when not.
Architecture
Agent session (local or remote)
└→ tine CLI (runs on target machine)
├→ AT-SPI2 (read UI element tree: roles, names, bounding boxes, states)
├→ GNOME Shell extension (screenshots, window enumeration, focus)
├→ python-evdev / uinput (keyboard + mouse injection, kernel level)
└→ ref cache (element ID → bounding box mapping)
No portals, no consent dialogs. Input injection goes through /dev/uinput at the kernel level via python-evdev. Mouse uses EV_ABS, keyboard/typing use EV_KEY. Screenshots go through the bundled GNOME Shell extension's D-Bus API. AT-SPI2 is just D-Bus queries.
CLI surface
tine tree # AT-SPI2 tree with element refs
tine tree --app Firefox # scoped to one app
tine screenshot # full screen capture via extension
tine screenshot --annotate # Set-of-Mark overlays
tine screenshot --grid # labeled coordinate grid (default 5x3: A1..E3)
tine screenshot --grid 10x6 # denser grid — cols x rows
tine screenshot --annotate --grid
tine screenshot --ocr # OCR text detection (ref_tN)
tine describe --ocr # include OCR text refs in describe output
tine click ref_t3 # click center of OCR-detected text region
tine click ref_3 # click at ref_3's bounding box center
tine click B3 # click center of grid cell B3
tine click 450,320 # click at pixel coordinates
tine type "hello world" # type text via evdev key events
tine key ctrl+c # key combo
tine activate ref_3 # invoke AT-SPI2 action (bypasses coordinate pipeline)
tine windows # list windows (title, position, size, focused)
tine focus Firefox # raise + focus window via extension D-Bus
tine describe # screenshot + tree → combined context for agent
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 · 83 lines · 1,352 tokens per session scan A 5139e9da5c04
tine CLAUDE.md is an instructions file published in the GitHub repository smythp/tine (21 stars, last pushed 4mo ago), licensed Apache-2.0. It adds 1,352 tokens to every session, about $0.0068 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
nanobrowser CLAUDE.md
Instructions for nanobrowser/nanobrowser, covering claude.md, project overview, development commands, workspace tips and architecture.
bifrost AGENTS.md
Instructions for bifrost-proxy/bifrost, covering bifrost 项目开发规则, 执行心法, 执行模式与完成定义, 任务模式判定 and 变更类型与验证路由（先判定，后执行）.
octocode CLAUDE.md
Claude Code instructions for bgauryy/octocode: Read AGENTS.md. Discover repository skills under .agents/skills and activate only those matching the task.
Commonly-used-high-value-skills AGENTS.md
AGENTS.md instructions for seaworld008/Commonly-used-high-value-skills, covering repository agent instructions, architecture overview, installation root by client, golden rules and automated operations (sop for ai agents).
get-fable AGENTS.md
Instructions for imMamdouhaboammar/get-fable, covering get-fable repository instructions, purpose, working contract, canonical lifecycle packs and runtime semantics.
mindkeg-mcp CLAUDE.md
Instructions for carloluisito/mindkeg-mcp, covering mind keg mcp — development guide for ai agents, project overview, repository layout, code conventions and typescript.