seo-flow
FLOW framework integration: evidence-led SEO using the Find → Leverage → Optimize → Win loop.
Skill by AgriciDaniel
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About
Use cases: marketing, seo, prompt-engineering
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What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
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Files it touches
~/.claude/skills/seo-flow
What's inside
- Skill name
seo-flow- Description
- 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.
- License
- MIT
- Metadata
- author: AgriciDaniel · version: 2.5.0 · category: seo
- Instructions
- 129 lines in SKILL.md · view on GitHub
Files (46)
- SKILL.md
- bibliography.md · references/
- flow-framework.md · references/
- flow-prompts.lock · references/
- README.md · references/prompts/
- content-planning-for-topical-relevance-prompt.md · references/prompts/find/
- content-prioritization-prompt.md · references/prompts/find/
- keyword-research-prompt.md · references/prompts/find/
- keyword-variations-for-topical-relevance-prompt.md · references/prompts/find/
- prompt-audience-avatar.md · references/prompts/find/
- backlink-competition-prompt.md · references/prompts/leverage/
- ai-homepage-rewrite-prompt.md · references/prompts/local/
- claude-deep-research-prompt.md · references/prompts/local/
- gbp-categories-prompt.md · references/prompts/local/
- gbp-description-claude-prompt-1.md · references/prompts/local/
- gbp-description-claude-prompt-2.md · references/prompts/local/
- gbp-description-claude-prompt-3.md · references/prompts/local/
- gbp-services-prompt.md · references/prompts/local/
- prompt-generating-a-meta-description.md · references/prompts/local/
- prompt-generating-a-title-tag.md · references/prompts/local/
- prompt-rewriting-existing-homepage.md · references/prompts/local/
- prompt-rewriting-existing-service-page.md · references/prompts/local/
- ai-detector-test-follow-up-prompt.md · references/prompts/optimize/
- ai-supporting-pages-rewrite-prompt.md · references/prompts/optimize/
- basic-prompt.md · references/prompts/optimize/
- blog-post-outline-prompt.md · references/prompts/optimize/
- blog-post-writing-prompt.md · references/prompts/optimize/
- claude-prompt-1.md · references/prompts/optimize/
- claude-prompt-2.md · references/prompts/optimize/
- ctr-audit-prompt.md · references/prompts/optimize/
- follow-up-prompt-1.md · references/prompts/optimize/
- follow-up-prompt-2.md · references/prompts/optimize/
- follow-up-prompt.md · references/prompts/optimize/
- paa-question-rewording-prompt.md · references/prompts/optimize/
- prompt-core-30-content-audit.md · references/prompts/optimize/
- property-content-with-authority-audit-prompt.md · references/prompts/optimize/
- reddit-claude-prompt.md · references/prompts/optimize/
- schema-prompt-1.md · references/prompts/optimize/
- step-1-the-chatgpt-discovery-prompt.md · references/prompts/optimize/
- step-2-the-follow-up-qualifying-prompt.md · references/prompts/optimize/
- technical-audit-prompt.md · references/prompts/optimize/
- visibility-follow-up-prompt.md · references/prompts/optimize/
- visiblity-prompt.md · references/prompts/optimize/
- bofu-page-brief-generator.md · references/prompts/win/
- conversion-audit-prompt.md · references/prompts/win/
- dual-surface-content-scorecard.md · references/prompts/win/
SKILL.md (first lines)
# 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) |
| `/seo flow prompts` | Full index of all 41 prompts (stage, name, trigger conditions) |
| `/seo flow sync` | Pull latest prompt files from github.com/AgriciDaniel/flow |
---
## Orchestration Logic
### On `/seo flow` (no sub-command)
1. Read `references/flow-framework.md`
2. Show the FLOW stage overview with a one-line description of each stage
3. Ask: which stage matches the user's current situation?
### On `/seo flow find [url|topic]`
1. Read all files in `references/prompts/find/`
2. Apply each prompt to the URL or topic
3. Cross-reference: "For deeper SERP clustering, see `/seo cluster <seed-keyword>`"
### On `/seo flow leverage [url]`
1. Read the file in `references/prompts/leverage/`
2. Apply to the URL's current backlink context
3. Cross-reference: "For raw backlink data, see `/seo backlinks <url>`"
### On `/seo flow optimize [url]`
1. Read all file names in `references/prompts/optimize/`
2. Read prior analysis context (URL, industry vertical, any prior skill output in conversation)
3. Select 2-3 most relevant prompts; load only those files
4. Apply selected prompts; note the others are accessible via `/seo flow prompts`
5. Cross-reference: "For full content quality analysis, see `/seo content <url>` and `/seo geo <url>`"
### On `/seo flow win [url]`
1. Read all files in `references/prompts/win/`
2. Apply each prompt to the URL's conversion and BOFU context
3. Cross-reference: "For SXO persona scoring, see `/seo sxo <url>`"
### On `/seo flow local [url]`
1. Read all files in `references/prompts/local/`
2. Apply to the URL's local SEO context
3. Cross-reference: "For full local SEO analysis, see `/seo local <url>` and `/seo maps [command]`"
### On `/seo flow prompts`
1. Read `references/prompts/README.md`
2. Display the full index: all 41 prompts with stage, name, trigger conditions
### On `/seo flow sync`
1. Run: `"${CLAUDE_PLUGIN_ROOT}/scripts/claude-seo" run sync_flow.py`
2. Display the JSON summary (files added, updated, unchanged)
3. Show attribution notice after sync completes
---
## Context Matching (Optimize stage)
The optimize stage has 21 prompts. Dumping all 21 is noise. Select by priority:
1. **Industry vertical** (SaaS → on-page + technical; local → citations + GBP; publisher → E-E-A-T + freshness)
2. **Prior skill output** (seo-technical flagged crawl issues → technical optimize prompts; seo-content flagged E-E-A-T gaps → content optimize prompts)
3. **URL signals** (product pages → conversion; blog → freshness + authority)
Always surface exactly 2-3 prompts. State which prompts you chose and why.
---
## Reference Files
Load on-demand, do NOT load all at startup:
- `references/flow-framework.md`: FLOW operating model (load on every `/seo flow` activation)
- `references/bibliography.md`: Evidence sources; load when citing studies or statistics
- `references/prompts/README.md`: Prompt index; load for `/seo flow prompts`
- `references/prompts/find/`: 5 prompts; load for `/seo flow find`
- `references/prompts/leverage/`: 1 prompt; load for `/seo flow leverage`
- `references/prompts/optimize/`: 21 prompts; load selectively for `/seo flow optimize`
- `references/prompts/win/`: 3 prompts; load for `/seo flow win`
- `references/prompts/local/`: 11 prompts; load for `/seo flow local`
---
## Attribution
Every `/seo flow` activation (any sub-command) outputs before analysis:
```
Framework and prompts © Daniel Agrici, CC BY 4.0: github.com/AgriciDaniel/flow
```
Do not omit or modify the attribution.
---
## Error Handling
| Scenario | Action |
|----------|--------|
| `references/flow-framework.md` missing | "FLOW reference files not synced. Run: `/seo flow sync`" |
| Prompt file missing | "Run `/seo flow sync` to pull the latest prompts from the FLOW repo." |
| `sync_flow.py` network error | Display the script's stderr. Check rate limits: `gh api rate_limit`. |
| `sync_flow.py` auth error | Run `gh auth login` then retry. |From AgriciDaniel/claude-seo, MIT.
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Signals
- Stars
- 20,063
- Forks
- 2,895
- Open issues
- 24
- Last commit (this folder)
- Oct 22, 2026 (4 days ago)
- Last release
- Oct 22, 2026 (4 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- Version
- 2.5.0
- License
- MIT
- Repository
- github.com/AgriciDaniel/claude-seo
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Cite this page
seo-flow skill. Agent Mart. https://agentmart.dev/skills/agricidaniel-seo-flow (last updated 2026-10-24)