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pseo-at-scale

pseo-at-scale is a skill for Claude Code from hamza-ali-shahjahan/hamzaish. It costs 0 tokens per session (1,591 once invoked), scanned A, original, MIT.

Guidance for checking programmatic SEO, where many pages are generated from templates for directories, comparisons, categories, locations, or other entities.

In plain words
What is it for?
Use it to plan, launch, or audit large templated page sets and check their content quality and search indexation.
Why use it?
It helps prevent large groups of pages from being thin, low-value, or poorly indexed by search engines.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the web-launch plugin — 3 skills, 1 command shipped together

not rated 10repo +1 1mo ago A scan 0 tokens original MIT

Good fit Use it to plan, launch, or audit large templated page sets and check their content quality and search indexation.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/hamza-ali-shahjahan/hamzaish/pseo-at-scale
View source ↗ hamza-ali-shahjahan/hamzaish hamzaish.com
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add hamza-ali-shahjahan/hamzaish --skill pseo-at-scale
Clone the repo
git clone --depth 1 https://github.com/hamza-ali-shahjahan/hamzaish

Made for: Claude Code.

Or install web-launch, the plugin that ships this one along with the rest of its 3 skills, 1 command.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for pseo-at-scale

README.md
[![agentmods](https://agentmods.dev/badge/skills/hamza-ali-shahjahan/hamzaish/pseo-at-scale/github.svg)](https://agentmods.dev/skills/hamza-ali-shahjahan/hamzaish/pseo-at-scale)
Your own site
<a href="https://agentmods.dev/skills/hamza-ali-shahjahan/hamzaish/pseo-at-scale"><img src="https://agentmods.dev/badge/skills/hamza-ali-shahjahan/hamzaish/pseo-at-scale/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for pseo-at-scale

Your own site · 80×15
<a href="https://agentmods.dev/skills/hamza-ali-shahjahan/hamzaish/pseo-at-scale"><img src="https://agentmods.dev/badge/skills/hamza-ali-shahjahan/hamzaish/pseo-at-scale.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,591 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00000 $0.01591
Opus 5.5 $0.00000 $0.00636
Sonnet 5.5 $0.00000 $0.00318
Haiku 4.5 $0.00000 $0.00159

Measured 2mo ago against content hash 264c14ad0458, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

pseo-at-scale scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

factory/plugins/web-launch/skills/pseo-at-scale/SKILL.md · 86 lines

How it starts

The opening of the file, as written. The whole thing — 86 lines — stays where its author put it; the contents beside it link to each section on GitHub.

pseo-at-scale

Programmatic SEO is a force multiplier in both directions. One good template × 15,000 rows is a moat; one mediocre template × 15,000 rows is a sitewide quality penalty. The launch checklist warns about thin content lightly — at your scale it's the main event. This skill is the quality gate the volume demands.

When you activate

  • Planning or launching a templated page set at scale (directory, /tool, /compare, /category, /function, location/entity pages, glossaries).
  • Auditing why a large templated site isn't indexing or ranking.
  • Deciding the index/noindex policy for generated pages.

The core risk: aggregate thin-content

Search engines judge templated sets in aggregate. A page that's technically unique (different row of data) can still be substantively thin (same boilerplate, little added value). At scale, a high ratio of thin pages signals "low-quality site" and suppresses even the good pages. Your job is to make every generated page clear a value bar — or never let it get indexed.

Thin-content gates (enforce at generation time, not after)

  1. Minimum substance per page. Define a floor: unique words beyond boilerplate, a minimum number of populated data fields, at least one element no other page in the set has. A row that can't meet the floor doesn't get a published page.
  2. Boilerplate ratio cap. If >~60–70% of a page's rendered text is identical template chrome shared across the set, it's thin regardless of word count. Vary intros, pull in row-specific facts, generate row-specific FAQs.
  3. Uniqueness check across the set. Programmatically diff pages — near-duplicate detection on rendered (not template) HTML. Clusters of near-identical pages either merge or get value added.
  4. Empty-state policy. A /compare/a-vs-b with no real comparison data, or a category with 1 item, is thin. Decide up front: suppress, noindex, or redirect to the parent — don't publish-and-index a hollow shell.
  5. Index-worthiness gate. Not every generated page deserves indexing. Pages below the value floor should be noindex,follow (crawlable for link equity, not indexed) until they earn their way in. Indexing is a privilege a page earns, not a default.

Read the full file on GitHub · 86 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2mo ago First seen · 86 lines · 0 tokens per session scan A 264c14ad0458

Subscribe to this mod's changes

pseo-at-scale is a skill published in the GitHub repository hamza-ali-shahjahan/hamzaish (10 stars, last pushed 1mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 1,591 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

Claude CodeMarketing and SEOagent-skillsai-agentsbuildinpublicclaudeindie-hacker
Related

pseo-at-scale compared with skills from other repositories

pseo-at-scale next to 6 skills from other repositories
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