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claude-seo-flow

FLOW framework integration — evidence-led SEO using the Find → Leverage → Optimize → Win loop.

Skill by AgriciDaniel

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About

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.

Use cases: marketing

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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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Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/claude-seo-flow

What's inside

Skill name
claude-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: 2.2.0 · category: seo
Instructions
125 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)

> **Nota per Kimi Code:** questa skill è convertita dal plugin Claude Code `claude-seo`. I comandi slash (`/seo ...`) non sono disponibili; descrivi semplicemente in linguaggio naturale cosa vuoi analizzare. Gli script sono in `~/.kimi/skills/claude-seo/scripts/`.



# FLOW Framework — Find · Leverage · Optimize · Win

> Framework and prompts © Daniel Agrici, CC BY 4.0 — github.com/AgriciDaniel/flow

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.

**Runtime context:** Load `references/flow-framework.md` on every `flow` activation.
Load prompt files on demand — only for the stage the user requests.

---

## Commands

| Command | What it does |
|---------|-------------|
| `flow` | Show FLOW overview + stage menu |
| `flow find [url\|topic]` | Find-stage: keyword research, gap analysis, SERP intent mapping (5 prompts) |
| `flow leverage [url]` | Leverage-stage: backlink strategy, off-site authority (1 prompt) |
| `flow optimize [url]` | Optimize-stage: select 2-3 most relevant of 21 prompts based on context |
| `flow win [url]` | Win-stage: BOFU, conversion rate, dual-surface scorecard (3 prompts) |
| `flow local [url]` | Local-stage: GBP optimization, meta, title tags, local audits (11 prompts) |
| `flow prompts` | Full index of all 41 prompts — stage, name, trigger conditions |
| `flow sync` | Pull latest prompt files from github.com/AgriciDaniel/flow |

---

## Orchestration Logic

### On `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 `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 `cluster`"

### On `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 `backlinks`"

### On `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 `flow prompts`
5. Cross-reference: "For full content quality analysis, see `content` and `geo`"

### On `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 `sxo`"

### On `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 `local` and `maps [command]`"

### On `flow prompts`
1. Read `references/prompts/README.md`
2. Display the full index: all 41 prompts with stage, name, trigger conditions

### On `flow sync`
1. Run: `~/.kimi/skills/claude-seo/.venv/bin/python ~/.kimi/skills/claude-seo/scripts/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** (claude-seo-technical flagged crawl issues → technical optimize prompts; claude-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 `flow` activation)
- `references/bibliography.md` — Evidence sources; load when citing studies or statistics
- `references/prompts/README.md` — Prompt index; load for `flow prompts`
- `references/prompts/find/` — 5 prompts; load for `flow find`
- `references/prompts/leverage/` — 1 prompt; load for `flow leverage`
- `references/prompts/optimize/` — 21 prompts; load selectively for `flow optimize`
- `references/prompts/win/` — 3 prompts; load for `flow win`
- `references/prompts/local/` — 11 prompts; load for `flow local`

---

## Attribution

Every `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 |
|----------|--------|

From CloreM-Fine/kimi-code-skill-adapters, MIT.

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Last commit (this folder)
Jun 20, 2026 (4 months ago)
Last release
Jun 20, 2026 (4 months ago)

From GitHub (fetched Oct 24, 2026).

Details

Version
2.2.0
License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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Cite this page

claude-seo-flow skill. Agent Mart. https://agentmart.dev/skills/clorem-fine-claude-seo-flow (last updated 2026-10-24)