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| title: "LoomLens AI - Token Budget Calculator" | |
| emoji: "\u26a1" | |
| colorFrom: purple | |
| colorTo: purple | |
| sdk: static | |
| app_file: index.html | |
| pinned: false | |
| # LoomLens AI - Token Budget Calculator | |
| **One prompt. Every model. Every cost. Before you run.** | |
| Find the best model to fit your prompt -- free, 5 estimates/day. | |
| **[Live Community Stats -->](https://signalloomai.com/loomlens-stats)** | |
| --- | |
| ## On This Page | |
| - [Use the Calculator (HF Space)](#use-the-calculator) | |
| - [Use in OpenClaw (Slash Commands)](#openclaw-tools) | |
| - [Use Outside OpenClaw (CLI)](#cli-anywhere) | |
| - [Install the Skills](#install-the-skills) | |
| - [LoomToken System](#loomtoken-system) | |
| --- | |
| ## Use the Calculator | |
| **On Hugging Face:** Just open this Space and start estimating -- 5 free estimates/day, no account needed. | |
| **On your own site:** Paste your prompt, select models, click **Estimate Cost**. | |
| --- | |
| ## OpenClaw Tools | |
| Five Signal Loom AI tools are available directly in any OpenClaw chat. Type the slash command: | |
| ### LoomLens AI -- `/loomlens` | |
| **Estimate prompt cost across 19+ AI models before you run.** | |
| ``` | |
| /loomlens "You are an expert medical coder..." --agents 3 --runtime 10 | |
| ``` | |
| > Models: GPT-4o, Claude Sonnet 4, Gemini 2.5 Pro/Flash, DeepSeek v3, Grok-3, MiniMax M2.7, and 14 more. | |
| > Free: 3 estimates/day | |
| ### Transcription -- `/transcribe` | |
| **Transcribe audio and video to JSON, SRT, or VTT.** | |
| ``` | |
| /transcribe ./meeting.mp3 --format json | |
| ``` | |
| > Supports: MP3, WAV, M4A, MP4, MOV, FLAC. | |
| > Free: 100 min/month | |
| ### Job Audit -- `/jobaudit` | |
| **Full cost audit of your OpenClaw agent jobs.** | |
| ``` | |
| /jobaudit --days 30 --top 10 | |
| ``` | |
| > See what you actually paid vs. what you could have paid. | |
| > Free: 3 audits/day | |
| ### Prompt Cache -- `/promptcache` | |
| **See how much you'd save by caching your system prompts.** | |
| ``` | |
| /promptcache "You are an expert radiologist..." --calls-per-day 100 | |
| ``` | |
| > Compares cached vs. non-cached cost across all models. | |
| > Free: 3 analyses/day | |
| ### Context Broker -- `/contextbroker` | |
| **Persistent memory across agent sessions.** | |
| ``` | |
| /contextbroker push --session-id user-123 --context "Prefers concise summaries after 6pm" | |
| ``` | |
| > npm: `npm install @signalloom/contextbroker` | |
| > Free: 100 ops/month | |
| **Install all OpenClaw tools:** | |
| ```bash | |
| openclaw skills install loomlensai | |
| openclaw skills install signalloom-transcription | |
| openclaw skills install jobaudit | |
| openclaw skills install promptcache | |
| npm install -g @signalloom/contextbroker | |
| ``` | |
| --- | |
| ## CLI Anywhere | |
| Not using OpenClaw? Use the tools directly from your terminal. | |
| ### Prerequisites | |
| ```bash | |
| # 1. Get a free API key | |
| https://signalloomai.com/signup | |
| # 2. Set it in your environment | |
| export SL_API_KEY=your_key_here | |
| ``` | |
| ### LoomLens CLI | |
| ```bash | |
| # Install | |
| npm install -g loomlens-ai | |
| # Run | |
| loomlens "Your prompt here..." --agents 3 --runtime 5 | |
| # Example output: | |
| # gpt-4o: $0.028/run | |
| # claude-sonnet: $0.019/run | |
| # deepseek-v3: $0.003/run CHEAPEST | |
| ``` | |
| ### Transcription CLI | |
| ```bash | |
| # Install | |
| npm install -g signalloom-transcription | |
| # Run | |
| transcribe ./recording.mp3 --format json | |
| # Or all formats at once | |
| transcribe ./podcast.mp4 --format all | |
| ``` | |
| ### Cost Estimation (Python) | |
| ```python | |
| import requests | |
| API_KEY = "your_key_here" | |
| resp = requests.post( | |
| "https://api.signalloomai.com/v1/estimate", | |
| headers={"Authorization": f"Bearer {API_KEY}"}, | |
| json={ | |
| "job_description": "Your prompt here", | |
| "num_agents": 1, | |
| "estimated_runtime_minutes": 5, | |
| "complexity": "standard", | |
| "target_models": ["openai/gpt-4o", "anthropic/claude-sonnet-4-20250514"] | |
| } | |
| ) | |
| data = resp.json() | |
| for m in data["models"]: | |
| print(f"{m['model']}: ${m['estimated_cost_mid']:.4f}") | |
| ``` | |
| --- | |
| ## Install the Skills | |
| ### From ClawhHub | |
| ```bash | |
| openclaw skills install loomlensai | |
| openclaw skills install signallloom-transcription | |
| openclaw skills install jobaudit | |
| openclaw skills install promptcache | |
| openclaw skills install contextbroker | |
| ``` | |
| ### From Source | |
| ```bash | |
| # Clone the skills repo | |
| git clone https://github.com/AVale-SLAI/signalloom-tools.git | |
| cd signalloom-tools | |
| # Symlink into OpenClaw | |
| ln -s $(pwd)/loomlensai ~/.openclaw/skills/loomlensai | |
| ln -s $(pwd)/transcription ~/.openclaw/skills/transcription | |
| # ... etc | |
| ``` | |
| --- | |
| ## LoomToken System | |
| All 5 tools share the same **LoomToken** balance: | |
| | | | | |
| |---|---| | |
| | **1 LoomToken** | $0.0001 USD | | |
| | **100 LoomTokens** | $0.10 per estimate/call | | |
| | **$1** | 1,000 LoomTokens | | |
| | **$5** | 5,000 LoomTokens -- 50 estimates | | |
| **Free tiers:** 3 estimates/day (LoomLens, jobaudit, promptcache) | 100 min/month (transcription) | 100 ops/month (contextbroker) | |
| **Get an API key:** [https://signalloomai.com/signup](https://signalloomai.com/signup) | |
| **Upgrade:** [https://signalloomai.com/loomlensai-pro.html](https://signalloomai.com/loomlensai-pro.html) | |
| --- | |
| ## More Info | |
| | | | | |
| |---|---| | |
| | **Website** | [signalloomai.com](https://signalloomai.com) | | |
| | **API Docs** | [signalloomai.com/docs](https://signalloomai.com/docs) | | |
| | **Pricing** | [signalloomai.com/loomlensai-pro.html](https://signalloomai.com/loomlensai-pro.html) | | |
| | **OpenClaw Tools** | [signalloomai.com/openclaw](https://signalloomai.com/openclaw) | | |
| | **Live Stats** | [signalloomai.com/loomlens-stats](https://signalloomai.com/loomlens-stats) | | |
| | **Support** | [hello@signalloomai.com](mailto:hello@signalloomai.com) | | |
| Built by **[Signal Loom AI](https://signalloomai.com)** | 2026 | |