Creator · AgriciDaniel
Last updated · Sep 1, 2026
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 optim
Creator · AgriciDaniel
Last updated · Sep 1, 2026
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 optim
Creator · AgriciDaniel
Last updated · Sep 1, 2026
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 optim
Creator · AgriciDaniel
Last updated · Sep 1, 2026
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 optim
Sandbox only
Install targets
Codex install prompt
Install the "seo-flow" agent skill from https://github.com/AgriciDaniel/claude-seo/tree/main/skills/seo-flow. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 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. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"agricidaniel-seo-flow","task":"Install seo-flow","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
Scenario
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add AgriciDaniel/claude-seo --skill seo-flow
Maintenance
fresh
9d since push
Risk
Needs review
Permission surface may require sandboxing
GitHub quality
16K
89/100 Quality · 78/100 Trust
Coverage tags
Review notes
Permission surface may require sandboxing · The skill references a sync script (`claude-seo run sync_flow.py`) that is not included in the provided files; ensure it exists in the repository or document its absence.
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
ExcellentHigh-confidence pick with strong adoption and healthy maintenance signals.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
16K GitHub stars
Repo activity
16K stars, 2.3K forks
Maintenance
9d since push
License
MIT
Install
npx skills add AgriciDaniel/claude-seo --skill seo-flow
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add AgriciDaniel/claude-seo --skill seo-flowDo not use when
Alternative
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Alternative
61.0K Stars
npx skills add mvanhorn/last30days-skill -g
Alternative
38.4K Stars
npx skills add Imbad0202/academic-research-skills
Alternative
28.0K Stars
npx skills add assafelovic/gpt-researcher
Agent safety v2
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
high
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
high
Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20seo-flow%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20seo-flow%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/agricidaniel-seo-flow/install
Agent should check
Copy prompt
Task: Use seo-flow in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20seo-flow%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/agricidaniel-seo-flow/install
Install command: npx skills add AgriciDaniel/claude-seo --skill seo-flow
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/agricidaniel-seo-flow/install
LLM text format
/api/skills/agricidaniel-seo-flow/install?format=text
Find alternatives
/api/skills/search?q=seo-flow&limit=3
Agent prompt
Use seo-flow for this task. Review https://www.openagentskill.com/api/skills/agricidaniel-seo-flow/install, then install with: npx skills add AgriciDaniel/claude-seo --skill seo-flowRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/agricidaniel-seo-flow
LLM text
/api/registry/manifest/agricidaniel-seo-flow?format=text
Install alias
/api/registry/install/agricidaniel-seo-flow
Recommend
/api/registry/recommend?task=Use%20seo-flow%20in%20an%20agent%20workflow&limit=3
Agent fit
Research agents
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Research agents
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
PASS16K GitHub stars
Stars/forks activity
PASS16K stars, 2.3K forks; issue activity unavailable in current metadata
Recent maintenance
PASS9d since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
High-confidence pick with strong adoption and healthy maintenance signals.
Workflow fit
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Manage repositories
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Search private knowledge
I need my agent to build a RAG workflow over documents and retrieve reliable context.
Workflow fit
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Ingest, retrieve, and cite
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Alternative shortlist
Similar skills that may fit this task.
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.
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--- 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. user-invocable: true argument-hint: "[stage] [url|topic]" license: MIT metadata: author: AgriciDaniel version: "2.2.5" category: seo ---
# 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-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. |
Source provenance
Decision snapshot
16,032 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for seo-flow, ready for a manual X post.
seo-flow: FLOW framework integration: evidence-led SEO using the Find → Leverage → Optimize → Win loop.... 16.0K stars https://www.openagentskill.com/skills/agricidaniel-seo-flow?ref=x
Listing + install path for seo-flow: https://www.openagentskill.com/skills/agricidaniel-seo-flow?ref=x Install: npx skills add AgriciDaniel/claude-seo --skill seo-flow
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This Registry indexed listing is attributed to AgriciDaniel but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/agricidaniel-seo-flow?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/agricidaniel-seo-flow?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/agricidaniel-seo-flow/audit)
[](https://www.openagentskill.com/skills/agricidaniel-seo-flow?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)AgriciDaniel
@agricidaniel
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
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Install targets
Codex install prompt
Install the "seo-flow" agent skill from https://github.com/AgriciDaniel/claude-seo/tree/main/skills/seo-flow. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 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. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"agricidaniel-seo-flow","task":"Install seo-flow","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
Scenario
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add AgriciDaniel/claude-seo --skill seo-flow
Maintenance
fresh
9d since push
Risk
Needs review
Permission surface may require sandboxing
GitHub quality
16K
89/100 Quality · 78/100 Trust
Coverage tags
Review notes
Permission surface may require sandboxing · The skill references a sync script (`claude-seo run sync_flow.py`) that is not included in the provided files; ensure it exists in the repository or document its absence.
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
ExcellentHigh-confidence pick with strong adoption and healthy maintenance signals.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
16K GitHub stars
Repo activity
16K stars, 2.3K forks
Maintenance
9d since push
License
MIT
Install
npx skills add AgriciDaniel/claude-seo --skill seo-flow
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add AgriciDaniel/claude-seo --skill seo-flowDo not use when
Alternative
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npx skills add yanliudesign/mono-color-skill --skill mono-color
Alternative
61.0K Stars
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Alternative
38.4K Stars
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Alternative
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npx skills add assafelovic/gpt-researcher
Agent safety v2
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
high
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
high
Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20seo-flow%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20seo-flow%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/agricidaniel-seo-flow/install
Agent should check
Copy prompt
Task: Use seo-flow in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20seo-flow%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/agricidaniel-seo-flow/install
Install command: npx skills add AgriciDaniel/claude-seo --skill seo-flow
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/agricidaniel-seo-flow/install
LLM text format
/api/skills/agricidaniel-seo-flow/install?format=text
Find alternatives
/api/skills/search?q=seo-flow&limit=3
Agent prompt
Use seo-flow for this task. Review https://www.openagentskill.com/api/skills/agricidaniel-seo-flow/install, then install with: npx skills add AgriciDaniel/claude-seo --skill seo-flowRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/agricidaniel-seo-flow
LLM text
/api/registry/manifest/agricidaniel-seo-flow?format=text
Install alias
/api/registry/install/agricidaniel-seo-flow
Recommend
/api/registry/recommend?task=Use%20seo-flow%20in%20an%20agent%20workflow&limit=3
Agent fit
Research agents
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Research agents
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
PASS16K GitHub stars
Stars/forks activity
PASS16K stars, 2.3K forks; issue activity unavailable in current metadata
Recent maintenance
PASS9d since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
High-confidence pick with strong adoption and healthy maintenance signals.
Workflow fit
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Manage repositories
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Search private knowledge
I need my agent to build a RAG workflow over documents and retrieve reliable context.
Workflow fit
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Ingest, retrieve, and cite
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Alternative shortlist
Similar skills that may fit this task.
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.
Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.
Academic Research Skills for Claude Code: research → write → review → revise → finalize
Run autonomous deep research over web and local sources
--- 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. user-invocable: true argument-hint: "[stage] [url|topic]" license: MIT metadata: author: AgriciDaniel version: "2.2.5" category: seo ---
# 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-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. |
Source provenance
Decision snapshot
16,032 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for seo-flow, ready for a manual X post.
seo-flow: FLOW framework integration: evidence-led SEO using the Find → Leverage → Optimize → Win loop.... 16.0K stars https://www.openagentskill.com/skills/agricidaniel-seo-flow?ref=x
Listing + install path for seo-flow: https://www.openagentskill.com/skills/agricidaniel-seo-flow?ref=x Install: npx skills add AgriciDaniel/claude-seo --skill seo-flow
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This Registry indexed listing is attributed to AgriciDaniel but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/agricidaniel-seo-flow?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/agricidaniel-seo-flow?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/agricidaniel-seo-flow/audit)
[](https://www.openagentskill.com/skills/agricidaniel-seo-flow?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)AgriciDaniel
@agricidaniel
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
mono-color
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.
1.9K StarsLast30days Skill
Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.
61.0K StarsAcademic Research Skills
Academic Research Skills for Claude Code: research → write → review → revise → finalize
38.4K StarsGPT Researcher
Run autonomous deep research over web and local sources
28.0K StarsSandbox only
Install targets
Codex install prompt
Install the "seo-flow" agent skill from https://github.com/AgriciDaniel/claude-seo/tree/main/skills/seo-flow. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 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. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"agricidaniel-seo-flow","task":"Install seo-flow","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
Scenario
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add AgriciDaniel/claude-seo --skill seo-flow
Maintenance
fresh
9d since push
Risk
Needs review
Permission surface may require sandboxing
GitHub quality
16K
89/100 Quality · 78/100 Trust
Coverage tags
Review notes
Permission surface may require sandboxing · The skill references a sync script (`claude-seo run sync_flow.py`) that is not included in the provided files; ensure it exists in the repository or document its absence.
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
ExcellentHigh-confidence pick with strong adoption and healthy maintenance signals.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
16K GitHub stars
Repo activity
16K stars, 2.3K forks
Maintenance
9d since push
License
MIT
Install
npx skills add AgriciDaniel/claude-seo --skill seo-flow
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add AgriciDaniel/claude-seo --skill seo-flowDo not use when
Alternative
1.9K Stars
npx skills add yanliudesign/mono-color-skill --skill mono-color
Alternative
61.0K Stars
npx skills add mvanhorn/last30days-skill -g
Alternative
38.4K Stars
npx skills add Imbad0202/academic-research-skills
Alternative
28.0K Stars
npx skills add assafelovic/gpt-researcher
Agent safety v2
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
high
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
high
Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20seo-flow%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20seo-flow%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/agricidaniel-seo-flow/install
Agent should check
Copy prompt
Task: Use seo-flow in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20seo-flow%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/agricidaniel-seo-flow/install
Install command: npx skills add AgriciDaniel/claude-seo --skill seo-flow
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/agricidaniel-seo-flow/install
LLM text format
/api/skills/agricidaniel-seo-flow/install?format=text
Find alternatives
/api/skills/search?q=seo-flow&limit=3
Agent prompt
Use seo-flow for this task. Review https://www.openagentskill.com/api/skills/agricidaniel-seo-flow/install, then install with: npx skills add AgriciDaniel/claude-seo --skill seo-flowRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/agricidaniel-seo-flow
LLM text
/api/registry/manifest/agricidaniel-seo-flow?format=text
Install alias
/api/registry/install/agricidaniel-seo-flow
Recommend
/api/registry/recommend?task=Use%20seo-flow%20in%20an%20agent%20workflow&limit=3
Agent fit
Research agents
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Research agents
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
PASS16K GitHub stars
Stars/forks activity
PASS16K stars, 2.3K forks; issue activity unavailable in current metadata
Recent maintenance
PASS9d since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
High-confidence pick with strong adoption and healthy maintenance signals.
Workflow fit
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Manage repositories
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Search private knowledge
I need my agent to build a RAG workflow over documents and retrieve reliable context.
Workflow fit
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Ingest, retrieve, and cite
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Alternative shortlist
Similar skills that may fit this task.
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.
Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.
Academic Research Skills for Claude Code: research → write → review → revise → finalize
Run autonomous deep research over web and local sources
--- 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. user-invocable: true argument-hint: "[stage] [url|topic]" license: MIT metadata: author: AgriciDaniel version: "2.2.5" category: seo ---
# 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-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. |
Source provenance
Decision snapshot
16,032 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for seo-flow, ready for a manual X post.
seo-flow: FLOW framework integration: evidence-led SEO using the Find → Leverage → Optimize → Win loop.... 16.0K stars https://www.openagentskill.com/skills/agricidaniel-seo-flow?ref=x
Listing + install path for seo-flow: https://www.openagentskill.com/skills/agricidaniel-seo-flow?ref=x Install: npx skills add AgriciDaniel/claude-seo --skill seo-flow
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This Registry indexed listing is attributed to AgriciDaniel but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/agricidaniel-seo-flow?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/agricidaniel-seo-flow?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/agricidaniel-seo-flow/audit)
[](https://www.openagentskill.com/skills/agricidaniel-seo-flow?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)AgriciDaniel
@agricidaniel
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
mono-color
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.
1.9K StarsLast30days Skill
Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.
61.0K StarsAcademic Research Skills
Academic Research Skills for Claude Code: research → write → review → revise → finalize
38.4K StarsGPT Researcher
Run autonomous deep research over web and local sources
28.0K StarsSandbox only
Install targets
Codex install prompt
Install the "seo-flow" agent skill from https://github.com/AgriciDaniel/claude-seo/tree/main/skills/seo-flow. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 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. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"agricidaniel-seo-flow","task":"Install seo-flow","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
Scenario
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add AgriciDaniel/claude-seo --skill seo-flow
Maintenance
fresh
9d since push
Risk
Needs review
Permission surface may require sandboxing
GitHub quality
16K
89/100 Quality · 78/100 Trust
Coverage tags
Review notes
Permission surface may require sandboxing · The skill references a sync script (`claude-seo run sync_flow.py`) that is not included in the provided files; ensure it exists in the repository or document its absence.
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
ExcellentHigh-confidence pick with strong adoption and healthy maintenance signals.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
16K GitHub stars
Repo activity
16K stars, 2.3K forks
Maintenance
9d since push
License
MIT
Install
npx skills add AgriciDaniel/claude-seo --skill seo-flow
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add AgriciDaniel/claude-seo --skill seo-flowDo not use when
Alternative
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Alternative
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Alternative
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Agent safety v2
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
high
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
high
Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20seo-flow%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20seo-flow%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/agricidaniel-seo-flow/install
Agent should check
Copy prompt
Task: Use seo-flow in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20seo-flow%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/agricidaniel-seo-flow/install
Install command: npx skills add AgriciDaniel/claude-seo --skill seo-flow
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/agricidaniel-seo-flow/install
LLM text format
/api/skills/agricidaniel-seo-flow/install?format=text
Find alternatives
/api/skills/search?q=seo-flow&limit=3
Agent prompt
Use seo-flow for this task. Review https://www.openagentskill.com/api/skills/agricidaniel-seo-flow/install, then install with: npx skills add AgriciDaniel/claude-seo --skill seo-flowRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/agricidaniel-seo-flow
LLM text
/api/registry/manifest/agricidaniel-seo-flow?format=text
Install alias
/api/registry/install/agricidaniel-seo-flow
Recommend
/api/registry/recommend?task=Use%20seo-flow%20in%20an%20agent%20workflow&limit=3
Agent fit
Research agents
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Research agents
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
PASS16K GitHub stars
Stars/forks activity
PASS16K stars, 2.3K forks; issue activity unavailable in current metadata
Recent maintenance
PASS9d since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
High-confidence pick with strong adoption and healthy maintenance signals.
Workflow fit
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Manage repositories
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Search private knowledge
I need my agent to build a RAG workflow over documents and retrieve reliable context.
Workflow fit
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Ingest, retrieve, and cite
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Alternative shortlist
Similar skills that may fit this task.
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.
Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.
Academic Research Skills for Claude Code: research → write → review → revise → finalize
Run autonomous deep research over web and local sources
--- 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. user-invocable: true argument-hint: "[stage] [url|topic]" license: MIT metadata: author: AgriciDaniel version: "2.2.5" category: seo ---
# 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-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. |
Source provenance
Decision snapshot
16,032 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for seo-flow, ready for a manual X post.
seo-flow: FLOW framework integration: evidence-led SEO using the Find → Leverage → Optimize → Win loop.... 16.0K stars https://www.openagentskill.com/skills/agricidaniel-seo-flow?ref=x
Listing + install path for seo-flow: https://www.openagentskill.com/skills/agricidaniel-seo-flow?ref=x Install: npx skills add AgriciDaniel/claude-seo --skill seo-flow
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This Registry indexed listing is attributed to AgriciDaniel but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
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[](https://www.openagentskill.com/skills/agricidaniel-seo-flow?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)AgriciDaniel
@agricidaniel
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Sandbox only
mono-color
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.
1.9K StarsLast30days Skill
Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.
61.0K StarsAcademic Research Skills
Academic Research Skills for Claude Code: research → write → review → revise → finalize
38.4K StarsGPT Researcher
Run autonomous deep research over web and local sources
28.0K StarsPermission surface
shell or command execution, filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
shell or command execution, filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
shell or command execution, filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
shell or command execution, filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness