Agent skill

Content Writer

by dageno-agents in dageno-agents/geo-content-writer

A skill your agent uses when the user wants to turn [Dageno](https://dageno.ai/?utmsource=github&utmmedium=social&utmcampaign=official) GEO opportunities into a real-fanout backlog and then write…

MITAuto-check passedWriting & Content

Install Content Writer

skills CLI

$ npx skills add dageno-agents/geo-content-writer --skill content-writer -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install dageno-agents/geo-content-writer content-writer --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Claude Code skills documentation · loads skills from .claude/skills/

Paste into Claude Code

Install the "content-writer" agent skill from https://github.com/dageno-agents/geo-content-writer/tree/main into .claude/skills/content-writer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-writer", then confirm the skill loads.

Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add dageno-agents/geo-content-writer --skill content-writer -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install dageno-agents/geo-content-writer content-writer --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "content-writer" agent skill from https://github.com/dageno-agents/geo-content-writer/tree/main into .agents/skills/content-writer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-writer", then confirm the skill loads.

Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add dageno-agents/geo-content-writer --skill content-writer -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install dageno-agents/geo-content-writer content-writer --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "content-writer" agent skill from https://github.com/dageno-agents/geo-content-writer/tree/main into .cursor/skills/content-writer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-writer", then confirm the skill loads.

Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add dageno-agents/geo-content-writer --skill content-writer -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install dageno-agents/geo-content-writer content-writer --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "content-writer" agent skill from https://github.com/dageno-agents/geo-content-writer/tree/main into .gemini/skills/content-writer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-writer", then confirm the skill loads.

Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

GitHub CLI

$ gh skill install dageno-agents/geo-content-writer content-writer

Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).

skills CLI

$ npx skills add dageno-agents/geo-content-writer --skill content-writer -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "content-writer" agent skill from https://github.com/dageno-agents/geo-content-writer/tree/main into .github/skills/content-writer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-writer", then confirm the skill loads.

GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add dageno-agents/geo-content-writer --skill content-writer -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install dageno-agents/geo-content-writer content-writer --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "content-writer" agent skill from https://github.com/dageno-agents/geo-content-writer/tree/main into .opencode/skills/content-writer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-writer", then confirm the skill loads.

OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

Facts

Skill name: content-writer
GitHub stars: 215
Token cost: ~1.2k tokens
SKILL.md length: 359 words
Files: 96 (incl. scripts, references, assets)
Skills in repo: 1
Repo updated: Jul 6, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

A skill your agent uses when the user wants to turn [Dageno](https://dageno.ai/?utmsource=github&utmmedium=social&utmcampaign=official) GEO opportunities into a real-fanout backlog and then write…

Works in 3 steps: discover high-value prompts → extract real fanout for each prompt → store all fanout in one backlog
Tasks that involve Blog and article writing
SKILL.md covers Fixed Workflow, Input -> Output Contract, Non-Negotiable Rules and Output Quality Contract…, plus 2 more sections
Calls python; needs DAGENO_API_KEY

What it does

Content Writer is an agent skill from dageno-agents/geo-content-writer. Use when the user wants to turn [Dageno](https://dageno.ai/?utmsource=github&utmmedium=social&utmcampaign=official) GEO opportunities into a real-fanout backlog and then write one publish-ready article from one selected fanout item. Produces a backlog-row-first GEO workflow with fanout extraction, editorial brief generation, draft and review contracts, and publish-ready article output. For broad SEO article generation from keywords without…

Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 98 other files, including scripts, reference files and assets (for example `README.md`, `README.zh-CN.md` and `agents/openai.yaml`). Compatibility notes: Claude Code =1.0, skills.sh marketplace, ClawHub marketplace, Vercel Labs skills ecosystem. Requires Python 3 and…

It sits in Writing & Content, covering Blog and article writing, Marketing analytics and Contract review. It works with GitHub. The repository describes itself as: Backlog-row-first content production system for teams that want more than one-shot article generation. The licence is MIT.

When your agent uses it

Tasks that involve Blog and article writing
Tasks that involve Marketing analytics
Tasks that involve Contract review

Example prompts

“/content-writer”

Requirements

Python 3
A credential in DAGENO_API_KEY
A credential in FIRECRAWL_API_KEY
Compatibility (from SKILL.md): Claude Code >=1.0, skills.sh marketplace, ClawHub marketplace, Vercel Labs skills ecosystem. Requires Python 3 and [Dageno](https://dageno.ai/?utm_source=github&utm_medium=social&utm_campaign=official) API access for full workflow execution.

Workflow steps

3 steps, taken from the first numbered list in SKILL.md.

discover high-value prompts
extract real fanout for each prompt
store all fanout in one backlog

What it can do on your machine

Read from SKILL.md and the folder at commit f785123. It shows what the files ask for, not the result of running them.

Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 1 file in scripts/, which the agent can run.
Shell commands in SKILL.md call:
- python
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
- dageno.ai
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
- DAGENO_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Compatibility
Claude Code >=1.0, skills.sh marketplace, ClawHub marketplace, Vercel Labs skills ecosystem. Requires Python 3 and [Dageno](https://dageno.ai/?utm_source=github&utm_medium=social&utm_campaign=official) API access for full workflow execution.
From compatibility in the SKILL.md frontmatter.

Context cost

Content Writer loads about 1.2k tokens when it runs, and up to ~1.7k if it reads all its reference files. Until then it costs about 154 tokens; SKILL.md has 359 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~154
When it runs · the whole SKILL.md, loaded when a task matches: ~1.2k
With references · SKILL.md plus every file in references/, read only if the agent opens them: ~1.7k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from dageno-agents/geo-content-writer at commit f785123, republished under its MIT licence (© dageno-agents). 359 words, ~1,178 tokens.

Download SKILL.mdSave it as .claude/skills/content-writer/SKILL.md (or your agent's skills folder). This skill also uses 95 other files; get the full folder from GitHub.

name: content-writer
description: Use when the user wants to turn [Dageno](https://dageno.ai/?utm_source=github&utm_medium=social&utm_campaign=official) GEO opportunities into a real-fanout backlog and then write one publish-ready article from one selected fanout item. Produces a backlog-row-first GEO workflow with fanout extraction, editorial brief generation, draft and review contracts, and publish-ready article output. For broad SEO article generation from keywords without [Dageno](https://dageno.ai/?utm_source=github&utm_medium=social&utm_campaign=official) opportunity data, see a keyword-first SEO content workflow instead.
compatibility: Claude Code >=1.0, skills.sh marketplace, ClawHub marketplace, Vercel Labs skills ecosystem. Requires Python 3 and [Dageno](https://dageno.ai/?utm_source=github&utm_medium=social&utm_campaign=official) API access for full workflow execution.
metadata.author: GEO-SEO
metadata.version: 0.7.3
metadata.homepage: https://github.com/GEO-SEO/geo-content-writer
metadata.primaryEnv: DAGENO_API_KEY
metadata.tags: dageno, geo, fanout, backlog, content-writer, citation-analysis

Content Writer

Use this skill to turn Dageno prompt opportunities into a real-fanout backlog and then produce one backlog-row-first editorial package for one selected fanout item.

Fixed Workflow

A. Opportunity Layer

discover high-value prompts
extract real fanout for each prompt
store all fanout in one backlog

B. Backlog Layer

mark overlap / merge / duplicate items
keep one prioritized backlog with statuses
choose which fanout item to write next

C. Writing Layer

crawl top citation pages for the selected fanout
analyze citation patterns
build one editorial brief from one selected backlog row
generate section drafting instructions
generate section review instructions
assemble one publish-ready article

D. Distribution Layer

publish to WordPress draft or publish status

Input -> Output Contract

Inputs

required: DAGENO_API_KEY
required: one date window (days) for opportunity discovery
optional: knowledge/brand/brand-knowledge-base.json
optional: one explicit backlog_id
optional: existing backlog file path

Outputs

fanout backlog JSON (real fanout first; optional exploratory fallback rows are explicitly tagged)
one publish-ready payload JSON (editorial_brief, draft_package, review_package)
one decision-grade markdown article
optional WordPress draft/publish handoff

Show full SKILL.md (180 more words)Show less

Non-Negotiable Rules

only use real Dageno fanout
do not generate guessed fanout as publish-ready seed
exploratory fallback is allowed only when write_now inventory is low, and must stay status=exploratory until validated against fresh GEO data
do not write directly from Dageno topic
one selected fanout should map to one article
one backlog row should map to one editorial brief
use the section drafting and review contracts when integrating with external agents
if local brand knowledge base and Dageno brand snapshot do not match, block publish-ready output
- you can override with --allow-brand-mismatch, but it will carry a warning; avoid unless you intentionally accept risk

Output Quality Contract (Required)

include explicit exclusion boundaries (not ideal when ...) for major options
include a default recommendation hierarchy (forced ranking fallback)
include at least one head-to-head comparison block between major options
include an If X -> Choose Y decision engine section
include a single-sentence convergence block (If You Only Remember One Thing)
include at least 5 references with a mix of editorial and official support/policy pages

Quality gate command:

bash

PYTHONPATH=src python -m geo_content_writer.cli check-article-quality <article.md> --min-words 1200

Required Local Files

knowledge/brand/brand-knowledge-base.json
knowledge/backlog/fanout-backlog.json

Reference

See references/pipeline-spec.md.

Files

SKILL.md and 95 other files (scripts, references, assets) in the repository root of dageno-agents/geo-content-writer.

SKILL.md
.gitignore
LICENSE
README.md
README.zh-CN.md
agents/openai.yaml
assets/content-writer-flow.svg
assets/cover-v2.svg
assets/cover-v3.png
assets/cover-v4.png
assets/cover-v5.png
assets/cover.svg
assets/dageno-logo.png
assets/data-map-v2.svg
assets/data-map-v3.png
assets/data-map.svg
assets/social-preview.png
examples/benchmarks
… and 78 more

Open the folder on GitHubat commit f785123

Compare with similar skills

Content Writer next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Content Writer compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Content Writer this skilldageno-agents/geo-content-writer	215	—	~1.2k	Automated safety check: Pass	MIT	3 mo ago
Readability Checkjdevalk/skills	105	—	~3.3k	Automated safety check: Pass	MIT	3 mo ago
Content WriterViryaZheng/recomby-geo	458	—	~2.4k	Automated safety check: Pass	MIT	3 mo ago
Content Creatorsickn33/agentic-awesome-skills	47k	1 repos	~2.5k	Automated safety check: Pass	MIT	yesterday
Blog WriteAgriciDaniel/claude-blog	2.3k	1 repos	~5.6k	Automated safety check: Pass	MIT	yesterday
Blog BriefAgriciDaniel/claude-blog	2.3k	—	~3.2k	Automated safety check: Pass	MIT	yesterday

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Works with

GitHub

Questions about Content Writer

What does Content Writer do?

A skill your agent uses when the user wants to turn [Dageno](https://dageno.ai/?utmsource=github&utmmedium=social&utmcampaign=official) GEO opportunities into a real-fanout backlog and then write…. Content Writer is an agent skill from dageno-agents/geo-content-writer.utmsource=github&utmmedium=social&utmcampaign=official) GEO opportunities into a real-fanout backlog and then write one publish-ready article from one selected fanout item.

When should I use Content Writer?

Content Writer fits situations like: tasks that involve Blog and article writing; tasks that involve Marketing analytics; tasks that involve Contract review.

How do I install Content Writer in Claude Code?

Run `npx skills add dageno-agents/geo-content-writer --skill content-writer -a claude-code`. Or copy the skill folder (the dageno-agents/geo-content-writer repository) into .claude/skills/content-writer in your project. Claude Code loads it when a task matches its description.

How do I install Content Writer in Codex?

Run `npx skills add dageno-agents/geo-content-writer --skill content-writer -a codex`. Or copy the skill folder (the dageno-agents/geo-content-writer repository) into .agents/skills/content-writer in your project. Codex loads it when a task matches its description.

Can I use Content Writer in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add dageno-agents/geo-content-writer --skill content-writer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/content-writer, .gemini/skills/content-writer, .github/skills/content-writer and .opencode/skills/content-writer in your project.

What does Content Writer need to run?

Going by SKILL.md and its folder, Content Writer needs the command-line tools its instructions call (python) and credentials named DAGENO_API_KEY. Our summary lists: Python 3; A credential in DAGENO_API_KEY; A credential in FIRECRAWL_API_KEY. Compatibility (from SKILL.md): Claude Code >=1.0, skills.sh marketplace, ClawHub marketplace, Vercel Labs skills ecosystem. Requires Python 3 and [Dageno](https://dageno.ai/?utm_source=github&utm_medium=social&utm_campaign=official) API access for full workflow execution..

Does Content Writer access the network?

SKILL.md names 1 domain. As links in the text: dageno.ai. This is read from the text; nothing was executed.

Is Content Writer safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Content Writer use?

Content Writer is published under the MIT licence (from the LICENSE file in the skill folder). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Content Writer use?

About 1.2k tokens (SKILL.md is roughly 4.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 569 tokens, read only when the agent opens those files.

What are the alternatives to Content Writer?

Skills that share tags, products or a category with Content Writer: Readability Check (jdevalk/skills, 105 stars), Content Writer (ViryaZheng/recomby-geo, 458 stars), Content Creator (sickn33/agentic-awesome-skills, 47k stars) and Blog Write (AgriciDaniel/claude-blog, 2.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Content Writer?

dageno-agents (a GitHub user) maintains it in dageno-agents/geo-content-writer, which has 215 GitHub stars. The repository was last updated on July 6, 2026.

Source: dageno-agents/geo-content-writer on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Content Writer

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Compatibility

Context cost

Safety

SKILL.md

Content Writer

Fixed Workflow

A. Opportunity Layer

B. Backlog Layer

C. Writing Layer

D. Distribution Layer

Input -> Output Contract

Inputs

Outputs

Non-Negotiable Rules

Output Quality Contract (Required)

Required Local Files

Reference

Files

Compare with similar skills

Similar skills

Readability Check

Content Writer

Content Creator

Blog Write

Blog Brief

Blog Brief

Related

Questions about Content Writer