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 seoskillsai/seo-skills-ai --skill seo-flowgit clone --depth 1 https://github.com/seoskillsai/seo-skills-aiWrote 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/seoskillsai/seo-skills-ai/seo-flow)<a href="https://agentmods.dev/skills/seoskillsai/seo-skills-ai/seo-flow"><img src="https://agentmods.dev/badge/skills/seoskillsai/seo-skills-ai/seo-flow/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/seoskillsai/seo-skills-ai/seo-flow"><img src="https://agentmods.dev/badge/skills/seoskillsai/seo-skills-ai/seo-flow.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 | $0.00028 | $0.00401 |
| Opus 5 | $0.00014 | $0.00200 |
| Sonnet 5 | $0.00006 | $0.00080 |
| Haiku 4.5 | $0.00003 | $0.00040 |
Grade A, and why
seo-flow 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 12d 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.
What it actually says
7-Layer Recursive Multi-Agent Prompt Flow
Choreographs autonomous subagents through a deterministic, evidence-grounded production pipeline.
🔄 The 7 Execution Layers
graph TD
L1["Layer 1: SERP & Intent Retrieval"] --> L2["Layer 2: EAV Entity Extraction"]
L2 --> L3["Layer 3: Structural Outline & Conduit Mapping"]
L3 --> L4["Layer 4: Educational Prose Drafting (800+ words)"]
L4 --> L5["Layer 5: 2026 JSON-LD Schema Synthesis"]
L5 --> L6["Layer 6: Anti-AI Stylometry & Factuality Gate"]
L6 --> L7["Layer 7: Automated Git Commit & Sitemaps Update"]
- Layer 1: Intent & SERP Retrieval: Fetch top 10 search results and analyze user intent modality.
- Layer 2: EAV Entity Extraction: Extract Subject-Predicate-Object triples and LSI attributes.
- Layer 3: Structural Outline: Generate heading hierarchy with strict internal link conduits.
- Layer 4: Educational Prose: Draft body copy with centerpiece viewport annotation (<350px).
- Layer 5: Schema Synthesis: Emit valid
TechArticle,SoftwareApplication, andBreadcrumbListgraphs. - Layer 6: Quality Gate: Check against 3x anchor text diversity limit and verify zero deprecated schemas.
- Layer 7: Commit & Publish: Update dynamic HTML and XML sitemaps and commit 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.
- 12d ago First seen · 35 lines · 28 tokens per session scan A 334dd14862f0
seo-flow is a skill published in the GitHub repository seoskillsai/seo-skills-ai (15 stars, last pushed 2d ago), licensed MIT. It adds 28 tokens to every session and 401 once invoked, about $0.0001 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 2026-08-30.
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