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loutai0307-prog

Ai Product Description Generator Free

by loutai0307-prog · GitHub ↗ · v2.0.1 · MIT-0
cross-platform ✓ Security Clean
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Install in OpenClaw
/install ai-product-description-generator-free
Description
Generate product descriptions using free AI backends: Ollama (local, offline) or HuggingFace Inference API (free online). Use when creating e-commerce copy w...
README (SKILL.md)

AI Product Description Generator (Free)

Generate product descriptions using free AI backends — no paid API key required.

What This Skill Owns

  • Product description generation via Ollama (local/offline)
  • Product description generation via HuggingFace Inference API (free tier)
  • Input: product name + features; Output: ready-to-use copy

What This Skill Does Not Cover

  • Image-based descriptions (use ai-product-description-from-image)
  • Paid API backends (OpenAI, Grok, etc.)
  • Bulk batch processing

Credentials

Variable Required Description
HF_TOKEN No HuggingFace API token (free at huggingface.co/settings/tokens) — only needed for HuggingFace backend
OLLAMA_HOST No Ollama server URL (default: http://localhost:11434)
OLLAMA_MODEL No Ollama model name (default: llama3)

Commands

generate

Generate a product description using Ollama (default) or HuggingFace.

# Ollama backend (local, no key needed)
bash scripts/script.sh generate --product "Wireless Headphones" --features "noise cancelling, 30h battery"

# HuggingFace backend (free online)
HF_TOKEN=hf_xxx bash scripts/script.sh generate --product "Running Shoes" --features "lightweight" --backend huggingface

Backends

  • ollama — Local inference via Ollama. Requires Ollama running at localhost:11434 (default)
  • huggingface — Free HuggingFace Inference API. Optionally set HF_TOKEN for higher rate limits

Requirements

  • python3 (standard library only)
  • Ollama installed and running (for ollama backend): https://ollama.ai
  • Internet connection (for huggingface backend)

Feedback

https://bytesagain.com/feedback/ Powered by BytesAgain | bytesagain.com

Usage Guidance
This skill appears to do what it says: generate product descriptions using local Ollama or HuggingFace. Before installing/running, note two small issues: the script requires the Python 'requests' package even though the Requirements section says 'standard library only' (run: pip install requests), and the docs omit OLLAMA_HOST/OLLAMA_MODEL from the top env block even though the script uses them. If you plan to use the Ollama backend, ensure an Ollama server is running locally (default http://localhost:11434) and you understand that a local inference server will accept prompts on that port. HF_TOKEN is optional (for higher rate limits); the skill does not request any other credentials. As always, inspect scripts you run on your machine and only run them from sources you trust.
Capability Analysis
Type: OpenClaw Skill Name: ai-product-description-generator-free Version: 2.0.1 The skill is a legitimate tool for generating product descriptions using Ollama or HuggingFace APIs. The script `scripts/script.sh` implements a clean Python wrapper that handles user input and environment variables (like HF_TOKEN) appropriately for its stated purpose, with no evidence of data exfiltration, malicious execution, or unauthorized network activity.
Capability Tags
requires-sensitive-credentials
Capability Assessment
Purpose & Capability
The name/description match the actual behavior: script.sh generates product descriptions using either a local Ollama server or the HuggingFace Inference API. No unrelated services or secrets are requested.
Instruction Scope
Runtime instructions and the script stay within scope (take product + features, build a prompt, call Ollama or HuggingFace). Minor doc inconsistencies: the top env block lists only HF_TOKEN, but the docs later mention OLLAMA_HOST and OLLAMA_MODEL which the script does use.
Install Mechanism
There is no install spec and no downloads; the script is instruction-only with a bundled shell script. It requires Python and the requests library (the README/Requirements text inconsistently states 'standard library only' but the script does call requests and documents 'pip install requests').
Credentials
Only optional credentials are used: HF_TOKEN (optional) for HuggingFace and OLLAMA_HOST / OLLAMA_MODEL for local Ollama. This is proportionate to the stated backends. The SKILL.md's top env block omits OLLAMA_* entries even though the script reads them — a documentation mismatch.
Persistence & Privilege
The skill does not request persistent/always-on privileges, does not modify other skills or system-wide configs, and does not store tokens itself.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install ai-product-description-generator-free
  3. After installation, invoke the skill by name or use /ai-product-description-generator-free
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v2.0.1
Add env frontmatter for registry credential metadata
v2.0.0
Rewrite SKILL.md: proper frontmatter, Credentials table, Use when description
v1.0.2
Add Triggers on, bytesagain brand, fix syntax
v1.0.0
Initial release
Metadata
Slug ai-product-description-generator-free
Version 2.0.1
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 4
Frequently Asked Questions

What is Ai Product Description Generator Free?

Generate product descriptions using free AI backends: Ollama (local, offline) or HuggingFace Inference API (free online). Use when creating e-commerce copy w... It is an AI Agent Skill for Claude Code / OpenClaw, with 80 downloads so far.

How do I install Ai Product Description Generator Free?

Run "/install ai-product-description-generator-free" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Ai Product Description Generator Free free?

Yes, Ai Product Description Generator Free is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Ai Product Description Generator Free support?

Ai Product Description Generator Free is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Ai Product Description Generator Free?

It is built and maintained by loutai0307-prog (@loutai0307-prog); the current version is v2.0.1.

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