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...

Security Scan

The skill's code, instructions, and requested environment access are consistent with its stated purpose (generating product descriptions via local Ollama or the HuggingFace Inference API); only small documentation inconsistencies were found.

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.

Assessment

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.

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)

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