by HoangP8
A unified toolkit for efficient and effective coding agents (Karpathy principles, Caveman, Ponytail, RTK, CodeGraph, Context-Mode). Minimal setup under 30 seconds. Any OS.
# Add to your Claude Code skills
git clone https://github.com/HoangP8/toklessLast scanned: 6/22/2026
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}tokless is an open-source ai agents skill for AI coding assistants such as Claude Code, Codex CLI, and ChatGPT, built by HoangP8. A unified toolkit for efficient and effective coding agents (Karpathy principles, Caveman, Ponytail, RTK, CodeGraph, Context-Mode). Minimal setup under 30 seconds. Any OS. It has 174 GitHub stars.
Yes. tokless passed SkillsLLM's automated security scan — a dependency vulnerability audit plus prompt-injection heuristics — with no high-severity issues. You can read the full report in the Security Report section on this page.
Clone the repository with "git clone https://github.com/HoangP8/tokless" and add it to your Claude Code skills directory (see the Installation section above).
tokless is primarily written in Go. It is open-source under HoangP8 on GitHub, so you can review or fork the full source.
Yes. SkillsLLM lists many other AI Agents skills you can browse and compare side by side. Open the AI Agents category from the badge at the top of this page, or use the Related Skills and comparison links further down to weigh tokless against similar tools.
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A unified pipeline for efficient and effective coding agents.
One tool, no config — works the moment it lands.
Many great packages make coding agents more effective and efficient — but discovering, installing, updating, and unifying them is painful, especially for non-technical users. The best tools exist; the wiring is the real cost.
tokless — the lazy one-command solution.
Supported platforms: macOS/Linux x64 or arm64; Windows x64.
macOS / Linux:
curl -fsSL https://raw.githubusercontent.com/HoangP8/tokless/main/scripts/install.sh | bash
Windows (PowerShell):
irm https://raw.githubusercontent.com/HoangP8/tokless/main/scripts/install.ps1 | iex
Let your coding agent install tokless, choose what to configure, and verify the result:
https://raw.githubusercontent.com/HoangP8/tokless/main/docs/installation.md
Interactive install detects installed supported agents; choose one, some, or all:
tokless # interactive: pick agents
tokless --agents claude,opencode # wire just these
tokless combines focused agent rules with installed tools, exposing only the core MCP surface by default.
| Package | ⭐ | Purpose |
|---|---|---|
| karpathy-skills | Coding principles: think first, simplify, edit surgically, verify. | |
| caveman | Terse response rules that preserve technical accuracy. | |
| ponytail | Minimal-code rules: reuse first, avoid speculative work. | |
| rtk | Filters command output before it reaches the agent. | |
| codegraph | Indexed code graph for source, call paths, and impact. | |
| context-mode | Sandboxed context tools with session memory and focused analysis. |
Tools
├── CodeGraph · 1/1 tool
│ └── codegraph_explore
└── Context-Mode · 6/11 upstream tools
├── ctx_execute
├── ctx_batch_execute
├── ctx_execute_file
├── ctx_index
├── ctx_search
└── ctx_fetch_and_index
tokless manages agent config and instruction blocks; not every item uses native config.
Instruction means tokless-owned static rules.
tokless updaterefreshes them.
| Tool | Claude | OpenCode | Codex | Antigravity | Copilot | Droid | Pi |
|---|---|---|---|---|---|---|---|
| rtk | Hook + Allow | Plugin | Hook | Hook + Allow | Hook + Allow | Hook | Extension |
| caveman | Instruction | Instruction | Instruction | Instruction | Instruction | Instruction | Instruction |
| ponytail | Instruction | Instruction | Instruction | Instruction | Instruction | Instruction | Instruction |
| codegraph | MCP + Allow + Instruction | MCP + Instruction | MCP + Instruction | Hook + MCP + Instruction | Hook + MCP + Instruction | Hook + MCP + Instruction | MCP + Extension + Instruction |
| context-mode | MCP + Allow + Instruction | MCP + Instruction | Hook + MCP + Instruction | MCP + Instruction | MCP + Hook + Instruction | MCP + Instruction | MCP + Extension + Instruction |
tokless Install tools, then pick detected agents (safe to re-run)
tokless update Update the tokless CLI, then show version diff and upgrade tools
tokless doctor Show what's wired; warn about broken bits
tokless info Show how tokless was installed, plus paths and config locations
tokless index Build per-project codegraph indexes
tokless disable Disable one or more agents
tokless uninstall Remove everything tokless touched
tokless self-update Update the tokless CLI itself
tokless --version Print tokless version
tokless --help Show all commands and flags
Flags:
--agents <list> Subset: claude,opencode,codex,antigravity,copilot,droid,pi
--tools <list> Subset: rtk,caveman,ponytail,codegraph,context-mode
--dry-run Preview, no writes
--verbose Every step
--yes Skip confirmations
Restart agents after install so they pick up new config.