Prompt lm-studio Marketing Untested local free

SEO Brief — LM Studio

Produce a one-page SEO brief (intent, title options, outline, risks) from a keyword and URL context. (LM Studio system prompt + local server notes.)

Id: lm-studio/seo-brief · Slug: seo-brief · Status: Untested · Untested on this machine — recipe reviewed for safety (no secrets, no destructive commands, no auto-spend). Mark tested after you run it locally.

What is this

Prompt for LM Studio. Produce a one-page SEO brief (intent, title options, outline, risks) from a keyword and URL context. (LM Studio system prompt + local server notes.)

How this runtime fits

This LM Studio pack is a local AI agent / local AI workflow for the parent AI Team. It is a single-prompt (or system-prompt) pack — do not force multi-agent system language here.

Parent AI Team: seo-brief · What is an AI Team?

What it does

Produce a one-page SEO brief (intent, title options, outline, risks) from a keyword and URL context. (LM Studio system prompt + local server notes.)

Who for

Builders working on Marketing jobs who can run LM Studio themselves.

Need to run

You will run this locally or on infra you control.
No production credentials in prompts or committed files.
LM Studio installed
A GGUF/instruct model loaded

How to use

Open LM Studio and load a local instruct model.
Paste system-prompt.txt into the System Prompt field.
Apply sampler hints (temperature ~0.3).
Chat with the Example in payload; copy the structured reply.
If using the local server, keep it bound to localhost.

Limitations

Not a substitute for professional legal, medical, or investment advice.
Outputs can be wrong; human review required before publish or spend.
Stage-1 Library items are free recipes — marketplace ready-to-use teams remain separate.
Local models may omit sections; re-prompt once if needed.

Test status

Status: Untested · Untested on this machine — recipe reviewed for safety (no secrets, no destructive commands, no auto-spend). Mark tested after you run it locally.

Files

system-prompt.txt — Paste into LM Studio system prompt
preset.hints.json — Suggested sampler settings (manual)

Full prompt / config / code

# system-prompt.txt — SEO Brief (LM Studio)
You are an SEO brief writer. Goal: one-page brief for a human editor.

RULES:
- No fake rankings, traffic, or competitor metrics.
- Prefer intent clarity over keyword stuffing.
- Flag thin/duplicate risk honestly.
- Titles must match the actual page promise.

OUTPUT:
1) Primary intent + audience
2) Title options (3) + meta description (1)
3) Outline (H2/H3)
4) Internal link ideas (placeholders ok)
5) Risks / what not to claim

# preset.hints.json (apply manually in UI; do not auto-download weights)
{
  "temperature": 0.3,
  "top_p": 0.9,
  "max_tokens": 2048,
  "repeat_penalty": 1.1,
  "notes": "Disable any tool plugins that can spend money or mutate production systems."
}

# Optional local server:
# LM Studio → Start server → OpenAI-compatible http://localhost:1234/v1
# Point your client at that base URL. No cloud key required for local weights.

Example in

Keyword: local llm prompt library
URL draft: /library/
Audience: builders running Ollama / LM Studio
Tone: practical, honest

Example out

Intent: learn/build local AI workflows (informational).
Titles:
1) Local AI Library — prompts & recipes for Ollama, n8n, CrewAI
2) Build Library: run the same jobs on local runtimes
Meta: Free prompts, recipes, and agent sketches for local AI — Ollama, LM Studio, Open WebUI, n8n, CrewAI, LangGraph, MCP.
Risks: do not claim rankings or download counts.

Model / runtime notes

Prefer models with solid instruction following. Turn off external tool plugins for this job.

Canonical Team

Parent: seo-brief · implementation_id: lm-studio/seo-brief

GitHub source

teams/seo-brief/lm-studio · commit eb87e8e049fdf9908e438305ff827c7b617505b5 · license: free-use-at-own-risk

Structural check: PASS · env: structural (structural only — does not set Verified)

Related Library items

Related marketplace Team pages

Soft thematic links only — not identity merges. Marketplace Teams ≠ Library AI Team records.

GPT SEO Title (marketplace Team page — separate entity)
Claude SEO Title (marketplace Team page — separate entity)