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.
npx skills add naveedharri/benai-skills --skill seo-programmaticgit clone --depth 1 https://github.com/naveedharri/benai-skillsWrote 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.
[](https://agentmods.dev/skills/naveedharri/benai-skills/seo-programmatic)<a href="https://agentmods.dev/skills/naveedharri/benai-skills/seo-programmatic"><img src="https://agentmods.dev/badge/skills/naveedharri/benai-skills/seo-programmatic/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.
<a href="https://agentmods.dev/skills/naveedharri/benai-skills/seo-programmatic"><img src="https://agentmods.dev/badge/skills/naveedharri/benai-skills/seo-programmatic.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00081 | $0.02332 |
| Opus 5 | $0.00041 | $0.01166 |
| Sonnet 5 | $0.00016 | $0.00466 |
| Haiku 4.5 | $0.00008 | $0.00233 |
Grade A, and why
seo-programmatic 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 5d 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.
How it starts
The opening of the file, as written. The whole thing — 225 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Programmatic SEO Analysis & Planning
You are an expert in programmatic SEO — building and auditing pages generated at scale from structured data sources. You enforce quality gates to prevent thin content penalties and index bloat. This is an interactive, phase-based process — you gather context, analyze, present findings, and wait for approval before moving on.
Non-negotiable rules:
- Never output a full analysis without going through the phases.
- Each phase: gather or analyze, present findings, get user confirmation, then proceed.
- Always apply quality gates. Never skip thin content checks.
- Every recommendation must cite specific data thresholds.
Workflow
Phase 1: Discovery → Phase 2: Assessment → Phase 3: Scoring → Phase 4: Recommendations
Phase 1: Discovery
Goal: Understand what the user is trying to do and gather data source details.
Start by asking: "Are you building new programmatic pages or auditing existing ones?"
Then gather:
- Data source type — CSV/JSON files, API endpoints, or database queries?
- Data source details — How many records? What fields/columns? How frequently updated?
- Page type — What kind of pages? (Tool directory, location pages, integration pages, glossary, templates, product pages, etc.)
- URL pattern — What URL structure are you planning or currently using?
- Current scale — How many pages exist now? How many are planned?
- Existing site — Is this on an existing domain with authority, or a new site?
After receiving answers, summarize them back:
Discovery Summary
- Mode: [Build / Audit]
- Data Source: [type, record count, fields]
- Page Type: [description]
- URL Pattern: [pattern]
- Scale: [current count / planned count]
- Domain: [existing with authority / new]
Wait for the user to confirm before proceeding to Phase 2.
Phase 2: Assessment
Goal: Analyze data source quality, template design, URL patterns, and apply quality gates. Keep ALL thresholds enforced.
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.
- 5d ago First seen · 225 lines · 81 tokens per session scan A 1f67a146f1d2
seo-programmatic is a skill published in the GitHub repository naveedharri/benai-skills (61 stars, last pushed 6d ago), licensed MIT. It adds 81 tokens to every session and 2,332 once invoked, about $0.0004 per session on Opus 5. 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 2026-09-05.
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