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Oktk

LLM Token Optimizer - Reduce AI API costs by 60-90%. Compresses CLI outputs (git, docker, kubectl) before sending to GPT-4/Claude. AI auto-learning included. By Buba Draugelis ๐Ÿ‡ฑ๐Ÿ‡น

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High Signal

LLM Token Optimizer - Reduce AI API costs by 60-90%. Compresses CLI outputs (git, docker, kubectl) before sending to GPT-4/Claude. AI auto-learning included. By Buba Draugelis ๐Ÿ‡ฑ๐Ÿ‡น

โฌ‡ 0 downloads โ˜… 0 stars Unverified but indexed

Install for OpenClaw

Quick setup
  1. Download the package from Yavira.
  2. Extract the archive and review SKILL.md first.
  3. Import or place the package into your OpenClaw setup.

Requirements

Target platform
OpenClaw
Install method
Manual import
Extraction
Extract archive
Prerequisites
OpenClaw
Primary doc
SKILL.md

Package facts

Download mode
Yavira redirect
Package format
ZIP package
Source platform
Tencent SkillHub
What's included
IMPLEMENTATION.md, README.md, SKILL.md, examples/README.md, examples/git-status-example.js, examples/npm-test-example.js

Validation

  • Use the Yavira download entry.
  • Review SKILL.md after the package is downloaded.
  • Confirm the extracted package contains the expected setup assets.

Install with your agent

Agent handoff

Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.

  1. Download the package from Yavira.
  2. Extract it into a folder your agent can access.
  3. Paste one of the prompts below and point your agent at the extracted folder.
New install

I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Then review README.md for any prerequisites, environment setup, or post-install checks. Tell me what you changed and call out any manual steps you could not complete.

Upgrade existing

I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run.

Trust & source

Release facts

Source
Tencent SkillHub
Verification
Indexed source record
Version
2.4.0

Documentation

ClawHub primary doc Primary doc: SKILL.md 12 sections Open source page

The Problem

When you run commands through an AI assistant, the full output goes into the LLM context: $ git status # Returns 60+ lines, ~800 tokens # Your AI reads ALL of it, you pay for ALL of it Every token costs money. Verbose outputs waste your context window.

The Solution

oktk sits between your commands and the LLM, compressing outputs intelligently: โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”‚ Command โ”‚ โ”€โ”€โ–บ โ”‚ oktk โ”‚ โ”€โ”€โ–บ โ”‚ LLM โ”‚ โ”‚ (800 tk) โ”‚ โ”‚ compress โ”‚ โ”‚ (80 tk) โ”‚ โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜ โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜ โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜ โ”‚ 90% SAVED

When Does It Work?

Automatically when you run supported commands through OpenClaw: CommandWhat oktk doesSavingsgit statusShows only: branch, ahead/behind, file counts90%git logOne line per commit: hash + message + author85%git diffSummary: X files, +Y/-Z lines, file list80%npm testJust: โœ… passed or โŒ failed + count98%ls -laGroups by type, shows sizes, skips details83%curlStatus code + key headers + truncated body97%grepMatch count + first N matches80%docker psContainer list: name, image, status85%docker logsLast N lines + error count90%kubectl get podsPod status summary with counts85%kubectl logsLast N lines + error/warning counts90%Any commandAI learns patterns automatically (optional)~70%

Before oktk (800 tokens sent to LLM):

On branch main Your branch is ahead of 'origin/main' by 3 commits. (use "git push" to publish your local commits) Changes not staged for commit: (use "git add <file>..." to update what will be committed) (use "git restore <file>..." to discard changes in working directory) modified: src/components/Button.jsx modified: src/components/Header.jsx modified: src/utils/format.js modified: src/utils/validate.js modified: package.json modified: package-lock.json Untracked files: (use "git add <file>..." to include in what will be committed) src/components/Footer.jsx src/components/Sidebar.jsx tests/Button.test.js no changes added to commit (use "git add" and/or "git commit -a")

After oktk (80 tokens sent to LLM):

๐Ÿ“ main โ†‘ Ahead 3 commits โœ๏ธ Modified: 6 โ“ Untracked: 3 Same information. 90% fewer tokens. Same cost savings.

How It Works Technically

Intercepts command output after execution Detects command type (git? npm? ls?) Applies specialized filter for that command Extracts only essential information Caches results (same command = instant, no reprocessing)

Safety First

oktk never breaks your workflow: Try specialized filter โ†“ fails? Try basic filter โ†“ fails? Return raw output (same as without oktk) Worst case: You get normal output Best case: 90% token savings

Global Command (Recommended)

After installation, oktk is available globally: # Pipe any command through oktk git status | oktk git status docker ps | oktk docker ps kubectl get pods | oktk kubectl get pods # See your total savings oktk --stats # Bypass filter (get raw) oktk --raw git status

Shell Aliases (Auto-Filter)

Source the aliases file for automatic filtering: # Add to ~/.zshrc or ~/.bashrc source ~/.openclaw/workspace/skills/oktk/scripts/oktk-aliases.sh Then use short aliases: gst # git status (filtered) glog # git log (filtered) dps # docker ps (filtered) kpods # kubectl get pods (filtered) # Universal wrapper - filter ANY command ok git status ok docker ps -a ok kubectl describe pod my-pod

OpenClaw Integration

When using OpenClaw's exec tool, pipe outputs through oktk: # In your prompts, ask OpenClaw to: git status | oktk git status docker logs container | oktk docker logs # Or use the 'ok' wrapper (if aliases sourced): ok git diff HEAD~5 Note: OpenClaw doesn't have a built-in exec output transformer yet. The recommended approach is: Source the aliases file in your shell Use ok <command> wrapper for any command Or manually pipe: <command> | oktk <command>

Real Savings Example

After 1 week of normal usage: ๐Ÿ“Š Token Savings โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” Commands filtered: 1,247 Tokens saved: 456,789 (78%) ๐Ÿ’ฐ At $0.01/1K tokens = $4.57 saved

Installation

Already included in OpenClaw workspace, or: clawhub install oktk Made with โค๏ธ in Lithuania ๐Ÿ‡ฑ๐Ÿ‡น

Category context

Code helpers, APIs, CLIs, browser automation, testing, and developer operations.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package
4 Docs2 Scripts
  • SKILL.md Primary doc
  • examples/README.md Docs
  • IMPLEMENTATION.md Docs
  • README.md Docs
  • examples/git-status-example.js Scripts
  • examples/npm-test-example.js Scripts