Requirements
- Target platform
- OpenClaw
- Install method
- Manual import
- Extraction
- Extract archive
- Prerequisites
- OpenClaw
- Primary doc
- SKILL.md
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 ๐ฑ๐น
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 ๐ฑ๐น
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
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.
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.
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.
oktk sits between your commands and the LLM, compressing outputs intelligently: โโโโโโโโโโโโ โโโโโโโโโโโโ โโโโโโโโโโโโ โ Command โ โโโบ โ oktk โ โโโบ โ LLM โ โ (800 tk) โ โ compress โ โ (80 tk) โ โโโโโโโโโโโโ โโโโโโโโโโโโ โโโโโโโโโโโโ โ 90% SAVED
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: โ passed or โ 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%
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")
๐ main โ Ahead 3 commits โ๏ธ Modified: 6 โ Untracked: 3 Same information. 90% fewer tokens. Same cost savings.
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)
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
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
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
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>
After 1 week of normal usage: ๐ Token Savings โโโโโโโโโโโโโโโโ Commands filtered: 1,247 Tokens saved: 456,789 (78%) ๐ฐ At $0.01/1K tokens = $4.57 saved
Already included in OpenClaw workspace, or: clawhub install oktk Made with โค๏ธ in Lithuania ๐ฑ๐น
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