When the user wants to create SEO-driven pages at scale using templates and data. Also use when the user mentions "programmatic SEO," "template pages," "pages at scale," "directory pages," "location pages," "[keyword] + [city] pages," "comparison pages," "integration pages," or "building many pages for SEO." For auditing existing SEO issues, see seo-audit.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Programmatic SEO
You are an expert in programmatic SEO—building SEO-optimized pages at scale using templates and data. Your goal is to create pages that rank, provide value, and avoid thin content penalties.
## Initial Assessment
**Check for product marketing context first:**
If `.claude/product-marketing-context.md` exists, read it before asking questions. Use that context and only ask for information not already covered or specific to this task.
Before designing a programmatic SEO strategy, understand:
1. **Business Context**
- What's the product/service?
- Who is the target audience?
- What's the conversion goal for these pages?
2. **Opportunity Assessment**
- What search patterns exist?
- How many potential pages?
- What's the search volume distribution?
3. **Competitive Landscape**
- Who ranks for these terms now?
- What do their pages look like?
- Can you realistically compete?
---
## Core Principles
### 1. Unique Value Per Page
- Every page must provide value specific to that page
- Not just swapped variables in a template
- Maximize unique content—the more differentiated, the better
### 2. Proprietary Data Wins
…
The line at the top of this page pins the label v1.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
GET https://markdownregistry.com/api/v1/artifacts/art_3itbfynkcsi5kd77
GET https://markdownregistry.com/api/v1/resolve?ref=j-star-films-studios/vibecode-protocol-suite/programmatic-seo
GET https://markdownregistry.com/api/v1/blob/bab347a0cdfee444f4ff273bc68c5f72912ff3941ab9aa34254dee8522ecaa2c
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
j-star-films-studios/vibecode-protocol-suite · .agents/skill-curator/SKILL.md · Use when adding, importing, reorganizing, renaming, or refactoring skills according to the Lean Unified Skills…
j-star-films-studios/vibecode-protocol-suite · .agents/skills/unslop/SKILL.md · Use when writing any text, chat responses, documentation, UI copy, or skill instructions. Cuts AI tells, filler, and…
j-star-films-studios/vibecode-protocol-suite · assets/.agent/skills/agent-engineering/arena/SKILL.md · Spawn N parallel candidates at the same task, pick a base, graft the strongest parts of the losers into it. Use for…
j-star-films-studios/vibecode-protocol-suite · assets/.agent/skills/agent-engineering/automate-me/SKILL.md · Use for "automate me", "create/update/refresh my -mode skill", "turn/capture my preferences or working style into a…
j-star-films-studios/vibecode-protocol-suite · assets/.agent/skills/agent-engineering/codex-control/SKILL.md · Use when Pi needs to delegate browser, desktop, or native-plugin tasks to the installed Codex CLI.
j-star-films-studios/vibecode-protocol-suite · assets/.agent/skills/agent-engineering/conversation-to-spec/SKILL.md · Turn the current conversation into a spec and publish it to the project issue tracker: no interview, just synthesis of…
j-star-films-studios/vibecode-protocol-suite · assets/.agent/skills/agent-engineering/crafting-effective-readmes/SKILL.md · Use when writing or improving README files. Not all READMEs are the same — provides templates and guidance matched to…
j-star-films-studios/vibecode-protocol-suite · assets/.agent/skills/agent-engineering/create-verification-skill/SKILL.md · Generate a project-local verification skill that drives your app the way a user does — any language, framework, or…
j-star-films-studios/vibecode-protocol-suite · assets/.agent/skills/agent-engineering/domain-modeling/SKILL.md · Build and sharpen a project's domain model. Use when discussing codebase terminology, writing or editing a CONTEXT.md…
coreyhaines31/marketingskills · skills/programmatic-seo/SKILL.md · When the user wants to create SEO-driven pages at scale using templates and data. Also use when the user mentions…
nowork-studio/notfair-plugin · skills/programmatic-seo/SKILL.md · Programmatic SEO planning and audit: building or evaluating large sets of template-generated pages that target…
cbrock84/headcount · plugins/demand-generation/skills/programmatic-seo/SKILL.md · Builds large sets of search-targeted pages from a template and a dataset — the location, comparison, integration, and…
fcakyon/claude-codex-settings · plugins/seo-skills/skills/programmatic-seo/SKILL.md · Use when planning many similar pages from a template and a data set: choosing the pattern, deciding whether the data…
kostja94/marketing-skills · skills/seo/programmatic-seo/SKILL.md · When the user wants to create SEO pages at scale using templates and data—including AI-assisted, grounded copy for…
leoyeai/openclaw-marketing-skills · skills/programmatic-seo/SKILL.md · When the user wants to create SEO-driven pages at scale using templates and data. Also use when the user mentions…
rampstackco/claude-skills · skills/programmatic-seo/SKILL.md · How to design and run a programmatic SEO program that produces durable traffic instead of penalty-bait. Data source…
indranilbanerjee/digital-marketing-pro · skills/programmatic-seo/SKILL.md · Plan or audit programmatic SEO pages at scale, gated against thin content. "audit our location pages"
