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 XuanRanL/loamwright-SEO-Skill --skill fleet-viewgit clone --depth 1 https://github.com/XuanRanL/loamwright-SEO-SkillWrote 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/xuanranl/loamwright-seo-skill/fleet-view)<a href="https://agentmods.dev/skills/xuanranl/loamwright-seo-skill/fleet-view"><img src="https://agentmods.dev/badge/skills/xuanranl/loamwright-seo-skill/fleet-view/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/xuanranl/loamwright-seo-skill/fleet-view"><img src="https://agentmods.dev/badge/skills/xuanranl/loamwright-seo-skill/fleet-view.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 | $0.00049 | $0.01081 |
| Opus 5 | $0.00024 | $0.00541 |
| Sonnet 5 | $0.00010 | $0.00216 |
| Haiku 4.5 | $0.00005 | $0.00108 |
Grade A, and why
fleet-view 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 10d 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 — 121 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Fleet View
Single screen for someone running an SEO agency with 100+ sites across multiple clients and verticals.
When to invoke
/fleet— full multi-site dashboard/fleet --client acme-corp— filter to one client's sites/fleet --vertical b2b-saas— filter by vertical- Daily landing page after morning coffee — what needs attention?
How to invoke
python -m scripts._core.fleet_view
python -m scripts._core.fleet_view --client client-a
python -m scripts._core.fleet_view --vertical b2c-ecom
python -m scripts._core.fleet_view --json
Output (human)
━━ Fleet view ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Generated: 2026-05-19T14:32:01Z
Sites: 127 (38 new articles / 30d)
Total articles: 4,213
Impressions: 18,432,100 / 30d
Clicks: 412,330 / 30d
Cost: $1,847.32 / 30d
Health:
✓ ok 103
⚠ watch 18
🔴 critical 6
By vertical:
67 b2b-saas
34 b2c-ecom
19 publisher
7 agency
By client:
45 sites $ 723.40 201,440 clk ( 3 drift) own
28 sites $ 421.00 118,322 clk ( 7 drift) acme-corp
20 sites $ 345.21 62,128 clk ( 4 drift) beta-llc
...
Top performers (30d clicks):
14,832 clk pos 3.2 example-site-1
8,217 clk pos 4.1 example-site-2
...
Needs attention:
[critical] site-x (5 drift alerts; Lost AI citations)
[watch] site-y (No clicks last 30d despite publishing)
Project metadata for fleet (project.yaml)
For the fleet view to surface per-vertical and per-client, each project's
projects/{slug}/project.yaml should have:
site_url: https://example.com
client: acme-corp # or "own" for self-managed
vertical: b2b-saas # b2b-saas | b2c-ecom | publisher | agency | local | other
If missing, site appears under uncategorized vertical and own client.
Health categorization rules
| Health | Trigger |
|---|---|
| ok | No issues |
| watch | 1 issue: drift alerts >0 / no recent clicks / spend >$50/30d |
| critical | 2+ issues OR ≥5 drift alerts OR ≥$100 cost with declining clicks |
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.
- 10d ago First seen · 121 lines · 49 tokens per session scan A 6f5583648a64
fleet-view is a skill published in the GitHub repository XuanRanL/loamwright-SEO-Skill (47 stars, last pushed 23d ago), licensed Apache-2.0. It adds 49 tokens to every session and 1,081 once invoked, about $0.0002 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.
Other skills, from other repositories
geo-platform-optimizer
Platform-specific AI search optimization — audit and optimize for Google AI Overviews, ChatGPT, Perplexity, Gemini, and Bing Copilot individually.
continuous-improvement-loop
Run Part 12 of the engagement methodology — the continuous improvement loop that aggregates quarterly-review, customer-feedback, competitive, and operating signals into a Quarterly Product & Offering Improvement Brief for business leadership, plus fast 1-3 page ad-hoc briefs when a significant signal lands…
four-core-documents
Produce Part 3 of the 12-Part engagement: the four strategic-spine documents across 61 steps — 3.1 Business & SBU Analysis, 3.2 Segmentation Framework, 3.3 Brand Positioning & Communications, 3.4 DMFlow — with --doc single-document runs, --view v2 re-runs, and a --combined executive stitch. Triggers on…
seo-plan
Build a 12-month SEO strategy and phased roadmap with industry templates (SaaS, ecommerce, local, publisher, agency). With fresh specialist outputs it runs as a dispatcher: scores four pillars — technical, content, topical, AI search — and makes the weakest pillar the plan's lead theme; missing specialists re-run only…
c2pa-metadata
Embed a C2PA provenance manifest into an AI-generated marketing asset (PNG, JPG, WebP, GIF, TIFF, MP4, MOV, WebM, MP3, WAV, PDF) via scripts/embed-c2pa.py — produces a signed copy of the file carrying IPTC digital-source-type AI claims, an optional c2pa.ai-disclosure assertion for EU AI Act Article 50 (applicable 2…
import-guidelines
Import brand guidelines — voice and tone rules, messaging, banned words and restrictions, channel styles, visual identity — and structure them into enforceable markdown files in the brand's guidelines layer, auto-classified by category, conflict-checked against the brand profile, and merged with existing rules rather…