Builds large sets of search-targeted pages from a template and a dataset — the location, comparison, integration, and use-case pages that capture long-tail demand at scale. Use this when there is a repeating query pattern with real volume, when a dataset could answer many similar searches, or to judge whether a programmatic approach is viable before building it.
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
Done well, one template covers thousands of real searches. Done badly, it is a mass of thin pages
that damages the whole domain.
## Qualify before building
All four must hold:
1. **A real query pattern** with verified volume across many instances — not one popular term and a
long tail of zeroes.
2. **Data you actually have**, at quality, for most instances. Missing data produces empty pages,
and empty pages are the failure mode.
3. **Genuine per-page value.** If two pages differ only by a swapped noun, they are duplicates
however they are generated.
4. **A reason to be better** than what ranks now. Usually completeness, freshness, or data nobody
else has.
Fail any one and the answer is fewer, better pages.
## Building
- **Design the best single page first**, by hand, and confirm it is genuinely useful. Then find what
in it is variable. Templating before you know the good page scales a mediocre one.
- **Vary the substance, not just the strings.** Each page needs data, comparisons, or context
specific to it.
- **Set a minimum data threshold.** Below it, the page does not get generated. This single rule
prevents most programmatic disasters.
…
The line at the top of this page pins the label git:20260916.e72e404, 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.
A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (2678 bytes)
pass: No zero-width or bidi control characters
pass: No instruction hidden inside an HTML comment
pass: No link to an exfiltration or paste host
pass: No credential-shaped string
pass: No instruction to send local credentials anywhere
pass: No text hidden with inline styles
pass: No prompt-injection phrasing
pass: No curl or wget piped into a shell
pass: No recursive delete of root, home or parent
pass: No instruction to read or print local credentials
pass: No base64 blob over 200 characters
pass: No link to a raw IP address
pass: No script tag
Source
GitHub
cbrock84/headcount · 2,543 stars · license MIT · pushed 2026-10-18 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_po7ji37nfzf3ha6u
GET https://markdownregistry.com/api/v1/resolve?ref=cbrock84/headcount/programmatic-seo
GET https://markdownregistry.com/api/v1/blob/fe9616d61947b31bbf7b7c8db4c0f4f45a3c1968138d709c95b3491f6444db11
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.
cbrock84/headcount · plugins/corporate-strategy/skills/chief-strategy-officer/SKILL.md · Owns where the business plays and how it wins over a multi-year horizon — portfolio choices, corporate development…
cbrock84/headcount · plugins/corporate-strategy/skills/market-entry/SKILL.md · Decides whether and how to enter a new market — sizing demand from the bottom up rather than from a market report…
cbrock84/headcount · plugins/corporate-strategy/skills/portfolio-strategy/SKILL.md · Decides where capital and attention go across business lines, products, and markets — what to fund, hold, harvest, or…
cbrock84/headcount · plugins/corporate-strategy/skills/scenario-planning/SKILL.md · Plans under genuine uncertainty — building scenarios, identifying which assumptions are load-bearing, setting…
cbrock84/headcount · plugins/corporate-strategy/skills/strategic-alliances/SKILL.md · Structures partnerships that change what the business can do — technology integrations, channel and reseller…
cbrock84/headcount · plugins/customer-experience/skills/chief-customer-officer/SKILL.md · Owns the customer's experience after the sale — support, success, escalation, and the feedback loop back into product…
cbrock84/headcount · plugins/customer-experience/skills/customer-onboarding-and-implementation/SKILL.md · Takes a new customer from signature to working — setting a definition of live that both sides agreed before the…
cbrock84/headcount · plugins/customer-experience/skills/customer-success-management/SKILL.md · Runs the ongoing relationship with accounts after the sale — segmenting coverage against account value, building a…
cbrock84/headcount · plugins/customer-experience/skills/escalation-management/SKILL.md · Handles customer situations that have exceeded normal support — severity assessment, incident communication, executive…
cbrock84/headcount · plugins/customer-experience/skills/self-service-and-knowledge/SKILL.md · Builds the help center, in-product guidance, and knowledge base that let customers resolve problems without contacting…
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…
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"
openclaudia/openclaudia-skills · skills/programmatic-seo/SKILL.md · Create SEO-optimized pages at scale using programmatic/template-based approaches. Use when the user says "programmatic…
