Agent Skills
› cbrock84/headcount
› programmatic-seo
programmatic-seo
GitHub基于模板和数据集批量生成SEO页面，涵盖资格评估、构建规范及维护策略，旨在规模化捕获长尾流量并避免低质内容风险。
Trigger Scenarios
需要批量生成搜索导向的页面
验证程序化SEO方案的可行性
处理具有重复查询模式且数据充足的内容需求
Install
npx skills add cbrock84/headcount --skill programmatic-seo -g -y
SKILL.md
Frontmatter
{
"name": "programmatic-seo",
"description": "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."
}
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:
- A real query pattern with verified volume across many instances — not one popular term and a long tail of zeroes.
- Data you actually have, at quality, for most instances. Missing data produces empty pages, and empty pages are the failure mode.
- Genuine per-page value. If two pages differ only by a swapped noun, they are duplicates however they are generated.
- 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.
- Internal linking is not optional — thousands of orphaned pages will not be crawled. Build hub pages and cross-links into the template.
- Roll out in batches. Publish a few hundred, wait for indexation and performance, then continue. A full launch that goes wrong is hard to unwind.
Maintaining
Stale programmatic pages rot faster than editorial ones because there are so many. Set a refresh cadence tied to the data source, and prune: pages with no impressions after two quarters should be consolidated or removed. Volume is not the goal.
Never
- Generate pages for instances with no data.
- Spin text to create the appearance of uniqueness.
- Launch without a plan for removing what does not work.
Version History
- d58a7ee Current 2026-09-02 21:05
