seo-flow SKILL.md skillA
seo-flow from haniubub/seo-toolkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add haniubub/seo-toolkit/seo-flow@v2.2.5Pins v2.2.5 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- haniubub/seo-toolkit
- Path
skills/seo-flow/SKILL.md- Versions recorded
- 1
- Latest version
- v2.2.5, committed Sep 11, 2026
- Size
- 5,622 bytes
- Repository stars
- 8
- License
- a license file GitHub does not identify
FLOW framework integration: evidence-led SEO using the Find → Leverage → Optimize → Win loop. Surfaces stage-specific AI prompts from the FLOW knowledge base (41 prompts, CC BY 4.0). Use when user says "FLOW", "FLOW framework", "seo flow", "evidence-led SEO", "find leverage optimize win", or wants stage-specific SEO prompts.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# FLOW Framework: Find · Leverage · Optimize · Win FLOW is an evidence-led SEO operating model built for the AI-search era. Claude SEO integrates the FLOW prompt library (41 prompts across 5 stages) so every analysis can be driven by structured, evidence-backed AI prompts rather than improvised queries. > Framework and prompts © Daniel Agrici, CC BY 4.0: github.com/AgriciDaniel/flow **Runtime context:** Load `references/flow-framework.md` on every `/seo flow` activation. Load prompt files on demand, only for the stage the user requests. --- ## Commands | Command | What it does | |---------|-------------| | `/seo flow` | Show FLOW overview + stage menu | | `/seo flow find [url\|topic]` | Find-stage: keyword research, gap analysis, SERP intent mapping (5 prompts) | | `/seo flow leverage [url]` | Leverage-stage: backlink strategy, off-site authority (1 prompt) | | `/seo flow optimize [url]` | Optimize-stage: select 2-3 most relevant of 21 prompts based on context | | `/seo flow win [url]` | Win-stage: BOFU, conversion rate, dual-surface scorecard (3 prompts) | | `/seo flow local [url]` | Local-stage: GBP optimization, meta, title tags, local audits (11 prompts) | …
Read the whole file at its exact version.
How to install
mdr add haniubub/seo-toolkit/seo-flow@sha256:51f9c1b56d16705cThe line at the top of this page pins the label v2.2.5, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_huqit47rnqhnlzdf)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 11, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (5622 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
haniubub/seo-toolkit · 8 stars · license a license file GitHub does not identify · pushed 2026-09-11 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_huqit47rnqhnlzdf GET https://markdownregistry.com/api/v1/resolve?ref=haniubub/seo-toolkit/seo-flow GET https://markdownregistry.com/api/v1/blob/51f9c1b56d16705c17fff4c6668a7b7ba3ade7747ff430f28cfbaa8b33b5a3d2
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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