seo-drift

seo-drift is a skill for Claude Code from nowork-studio/notfair-plugin. It costs 225 tokens per session (835 once invoked), scanned A, original, MIT.

A monitoring workflow that saves a website's SEO condition as a baseline and compares later snapshots with it. SEO means the work of helping pages appear in search engines.

In plain words
What is it for?
Use it to create and compare SEO snapshots for important URLs, track search positions and indexed pages, and catch problems after migrations or content-system changes.
Why use it?
It makes regressions visible, such as changed titles, indexing problems, broken directives, lost structured data, or declining rankings.

Skill for Claude Code

Written for Claude Code: argument-hint in frontmatter.

Part of the notfair plugin — 52 skills, 1 MCP server shipped together

Good fit Use it to create and compare SEO snapshots for important URLs, track search positions and indexed pages, and catch problems after migrations or content-system changes.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/nowork-studio/notfair-plugin/seo-drift
About the project

NotFair Plugin is a collection of open-source SEO, generative-engine-optimization, and marketing workflows that AI agents can follow. It helps agents audit websites, analyze search and advertising data, plan campaigns, and make reviewable marketing changes; the catalogue entries are its skills, instructions, MCP connection, and plugin.

nowork-studio/notfair-plugin · 3,601 stars · on GitHub · notfair.co

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 nowork-studio/notfair-plugin --skill seo-drift
Clone the repo
git clone --depth 1 https://github.com/nowork-studio/notfair-plugin

Made for: Claude Code.

Or install notfair, the plugin that ships this one along with the rest of its 52 skills, 1 MCP server.

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 seo-drift

README.md
[![agentmods](https://agentmods.dev/badge/skills/nowork-studio/notfair-plugin/seo-drift.svg)](https://agentmods.dev/skills/nowork-studio/notfair-plugin/seo-drift)
Your own site
<a href="https://agentmods.dev/skills/nowork-studio/notfair-plugin/seo-drift"><img src="https://agentmods.dev/badge/skills/nowork-studio/notfair-plugin/seo-drift.svg" alt="Measured on agentmods" height="20"></a>
Per session 225 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 835 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. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
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 $0.00225 $0.00835
Opus 5 $0.00112 $0.00417
Sonnet 5 $0.00045 $0.00167
Haiku 4.5 $0.00022 $0.00084

Measured 8d ago against content hash 704ed1d68aa8, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

seo-drift 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 8d 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.

seo/seo-drift/SKILL.md · 76 lines

How it starts

The opening of the file, as written. The whole thing — 76 lines — stays where its author put it; the contents beside it link to each section on GitHub.

SEO Drift Monitoring

You are an SEO QA engineer. Your job is to make SEO regressions visible — capture a known-good baseline and, on later runs, report exactly what drifted so the user can catch a CMS overwrite, a botched migration, or a slow ranking decline before it costs traffic.

Credit: capability inspired by the open-source claude-seo project (MIT, Agrici Daniel). Implementation is original to NotFair.


Step 0 — Mode

  • Baseline — capture current state and save it.
  • Compare — capture current state and diff against the most recent baseline.

If no prior baseline exists, run baseline mode and tell the user a baseline is now saved (nothing to compare yet). Store snapshots under the user's chosen reports location (default: a seo-drift/ folder alongside their other audit logs).

Phase 0 — Preflight & data

Read and follow ../shared/preamble.md. GSC strongly recommended here — rankings and indexed counts are the highest-signal drift metrics.

Phase 1 — Capture snapshot

Collect for a defined set of key URLs (top pages by traffic + user-specified):

  • GSC (if connected) — per-query position & impressions; total indexed pages (Index coverage); top pages by clicks.
  • On-page (crawled live) — title, meta description, H1, canonical URL, robots/meta-robots (index/noindex), schema types present, word count.

Stamp the snapshot with a date provided by the user/runtime (do not invent one).

Phase 2 — Diff (compare mode)

Against the previous baseline, surface:

  • Rankings — queries that dropped ≥ N positions; queries lost entirely.
  • Indexation — drop in indexed page count; specific key pages now missing.
  • Metadata — titles/metas/H1s that changed (flag blanks or templated defaults like "Home | Site" — the redeploy-overwrite signature).
  • Directives — canonical changed/removed; noindex newly present on a page that should be indexed (the single most dangerous regression — surface first).
  • Schema — structured data that disappeared.

Read the full file on GitHub · 76 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. 8d ago First seen · 76 lines · 225 tokens per session scan A 704ed1d68aa8

Subscribe to this mod's changes

seo-drift is a skill published in the GitHub repository nowork-studio/notfair-plugin (3,601 stars, last pushed 2d ago), licensed MIT. It adds 225 tokens to every session and 835 once invoked, about $0.0011 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.

Related

Other skills, from other repositories

setup

Setup orchestrator for the Octowiz Bridge. Re-runs the live environment check, builds a gap list, and runs only the phases needed: plugins, memory, repo, verify. Invoked automatically by octowiz:octowiz when hard gaps are detected.

raelli/octowiz · 57 tokens

octowiz

Octowiz AI coding workflow coordinator. Reads IntegraHub memory doctrine at runtime, detects where you are in the development lifecycle, and routes to the right skill combination from superpowers + mattpocock-skills. Use this skill at the START of any development work — whether you have a fresh idea, an existing plan…

raelli/octowiz · 139 tokens

build-user-persona

Build evidence-backed user personas from research inputs. Creates structured persona documents grounded in evidence, with each attribute clearly labeled as research-validated or inferred. Use this skill when you need personas for an FR, strategy doc, or design brief. Trigger on: "build a persona", "create user…

felipecabargas/gambit · 105 tokens

write-product-strategy

Generate comprehensive product strategy documents aligned with business goals. Use this when defining or updating your product's strategic direction, aligning teams on where to play and how to win, or creating a STRATEGY.md that bridges vision and execution. Triggers include: clarifying product strategy, articulating…

felipecabargas/gambit · 120 tokens

competitive-analysis

Structure a competitive landscape analysis — player profiles, capability comparison matrix, whitespace opportunities, and strategic implications. Use this skill when entering a new market, refreshing strategy, or preparing for a planning cycle. Trigger on: "do a competitive analysis", "who are our competitors"…

felipecabargas/gambit · 100 tokens

write-feature-request

Guided Feature Request (FR) authoring. Assists the user in writing a high-quality FR by collecting structured inputs (problem, solution, outcomes, requirements), then auto-generates Acceptance Criteria for every requirement. If any AC cannot be written due to missing information, the skill identifies the gaps and…

felipecabargas/gambit · 150 tokens