Star200+

SfumatoAI Writing Skill

REVIEW · 64
Community indexed

从多模态素材到选题、核验、脚本、配图和小红书发布文案的 Codex Skill

Verified installs0
Stars21
Version1.0.0
Quality71/100 · Strong
Trust64/100 · Sandbox only
Audit79/100 · Needs review

Supply asset profile

Design and creative production

Design assets, images, video, audio, multimodal media, presentation, and creative production skills.

Browse track

Scenario

Multimodal media

I need my agent to process images, video, or audio and extract useful information.

Agent fit

Claude Code + OpenAI Agents + CLI

Codex, Claude Code, Cursor, CLI, or custom agents.

Install

Ready

npx skills add sunshine-lang/sfumatoAI-writing-skill

Maintenance

fresh

10d since push

Risk

Needs review

Dependency or permission surface needs review

GitHub quality

21

71/100 Quality · 72/100 Trust

Coverage tags

DesignMultimodal mediadesign-creativewritingcontent-generation

Review notes

Dependency or permission surface needs review · Permission surface may require sandboxing

Agent adoption scorecard

Trust, audit, and install readiness at a glance

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

Strong
71

Solid option that is likely worth shortlisting for production workflows.

Trust

Sandbox only
64

Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.

Audit

Needs review
79

A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.

OpenAgentSkill Trust Score v5

Human review before install

Run only in a sandbox and compare close alternatives before using it for real work.

PythonCodexClaude CodeCursorOpenAgentSkill CLI

Stars

21 GitHub stars

Repo activity

21 stars, 0 forks

Maintenance

10d since push

License

MIT

Install

npx skills add sunshine-lang/sfumatoAI-writing-skill

Install safety

standard package or runtime install path

Permission surface

secrets or environment access, shell or command execution

Agent outcomes

No agent outcome data yet

Docs

Strong README/SKILL.md context

Risk summary

Review before production

  • Low GitHub adoption signal
  • Quality score needs review
  • Permission surface needs review: secrets or environment access, shell or command execution
  • GitHub adoption: 21 GitHub stars

Install readiness

Install path available

  • Install path is available
  • Repository evidence is available
  • License is declared
  • No Agent Proven outcome evidence yet

Agent-readable metadata

Machine-readable decision data for this skill.

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.

Open JSON

Suited tasks

  • GitHub automation workflows
  • Claude Code teams
  • builders willing to evaluate younger projects
  • Inspect repository metadata

Suited agents

PythonCodexClaude CodeCursorOpenAgentSkill CLIOpenAI AgentsCLI

Install decision

Command
npx skills add sunshine-lang/sfumatoAI-writing-skill
Policy
block
Human review
yes

Trust and risk

Trust
64/100
Audit
79/100
Risk level
Needs review

Outcome loop

Endpoint
/api/agent/outcome
Event ID
resolve
Outcomes
5

Install command

npx skills add sunshine-lang/sfumatoAI-writing-skill
Public auditEval reportResolve APIInstall handoff

Do not use when

  • teams that need a vendor-supported SLA
  • production agents without a repository review
  • Low GitHub adoption signal
  • High-risk permission hints: Shell or command execution, Secrets or environment access
  • Dependency or permission surface needs review

Alternative

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Alternative

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Agent safety v2

43/100 · Avoid automatic install

Blocked for auto-installblock

This skill should not be selected by an agent without explicit human security review.

Do not auto-install. Inspect the source, dependencies, and permission surface first.

Resolve via API

high

Shell or command execution

Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.

medium

Network access

Skill likely fetches remote pages, APIs, repositories, or external services.

high

Secrets or environment access

Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.

  • High-risk permission hints: Shell or command execution, Secrets or environment access
  • Dependency or permission surface needs review

Install targets

Install this skill in your agent workflow

Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.

skill install

OpenAgentSkill CLI

Resolve policy, run the source installer safely, and report a verified install receipt.

$ npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install sunshine-lang-sfumatoai-writing-skill

Agent resolve plan

Let an agent verify fit before installing.

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 text plan

Open JSON

/api/agent/resolve?task=Use%20SfumatoAI%20Writing%20Skill%20for%20an%20agent%20workflow&agent=codex&max_risk=medium

Resolve text

/api/agent/resolve?task=Use%20SfumatoAI%20Writing%20Skill%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text

Install handoff

/api/skills/sunshine-lang-sfumatoai-writing-skill/install

Agent should check

  • Task fit and alternatives from Resolve API.
  • Audit score, trust score, and safety policy warnings.
  • Install target compatibility for Codex, Claude Code, Cursor, or CLI.

Copy prompt

Task: Use SfumatoAI Writing Skill in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20SfumatoAI%20Writing%20Skill%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/sunshine-lang-sfumatoai-writing-skill/install
Install command: npx skills add sunshine-lang/sfumatoAI-writing-skill
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.

Agent handoff

Give an agent the install path, not another directory page.

Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.

Open install API

Install handoff

/api/skills/sunshine-lang-sfumatoai-writing-skill/install

LLM text format

/api/skills/sunshine-lang-sfumatoai-writing-skill/install?format=text

Find alternatives

/api/skills/search?q=SfumatoAI%20Writing%20Skill&limit=3

Agent prompt

Use SfumatoAI Writing Skill for this task. Review https://www.openagentskill.com/api/skills/sunshine-lang-sfumatoai-writing-skill/install, then install with: npx skills add sunshine-lang/sfumatoAI-writing-skill

Registry metadata

Agent-readable profile for automatic skill selection.

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.

Open manifest

Manifest

/api/registry/manifest/sunshine-lang-sfumatoai-writing-skill

LLM text

/api/registry/manifest/sunshine-lang-sfumatoai-writing-skill?format=text

Install alias

/api/registry/install/sunshine-lang-sfumatoai-writing-skill

Recommend

/api/registry/recommend?task=Use%20SfumatoAI%20Writing%20Skill%20in%20an%20agent%20workflow&limit=3

Agent fit

71/100

GitHub automation

Use-case tags

GitHub automationContent automationMultimodal media

Platforms

Python, Claude Code, OpenAI Agents

Audit report

Needs review · 79/100

A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.

View audit reportView eval report

Agent decision cockpit

Fallback candidate for GitHub automation

Prototype with this skill first; keep a fallback candidate ready.

71
Readiness
Prototype
Stage

Role in stack

Fallback candidate

Primary fit

GitHub automation

Trust label

Prototype first

Install path

Command ready

Use when

  • GitHub automation workflows
  • Claude Code teams
  • builders willing to evaluate younger projects

Evidence

  • recent repository activity
  • install command or GitHub repo available
  • 71/100 quality profile
  • 3 OpenAgentSkill engagement events

review first

  • Low GitHub adoption signal

Implementation path

  1. 1Install it in a sandbox agent and run one GitHub automation task end to end.
  2. 2Compare output quality, latency, and failure behavior against at least one alternative.
  3. 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.

Trust profile

Sandbox only

Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.

64
OpenAgentSkill Trust Score

GitHub adoption

FIX

21 GitHub stars

Stars/forks activity

FIX

21 stars, 0 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

10d since push

License clarity

PASS

MIT

Good signals

  • AI review approved
  • Install path is available
  • Repository evidence is available
  • Recently maintained repository
  • Install command has no obvious high-risk pattern
  • Outcome loop is ready but needs first real agent run

Review before install

  • Low GitHub adoption signal
  • Quality score needs review
  • Permission surface needs review: secrets or environment access, shell or command execution
  • GitHub adoption: 21 GitHub stars
  • Stars/forks activity: 21 stars, 0 forks; issue activity unavailable in current metadata
  • Dependency/runtime risk: command execution surface, credential or environment access
  • Permission surface: secrets or environment access, shell or command execution
  • No real agent outcome reports yet
  • Human review required before unattended installation

Recommended action

Run only in a sandbox and compare close alternatives before using it for real work.

Quality profile

Strong candidate for agent workflows

Solid option that is likely worth shortlisting for production workflows.

71
GitHub stars
21
Freshness
10d ago
Install ready
Yes
License
MIT
Review before install: Low GitHub adoption signal

Workflow fit

Use this skill in these scenarios

Manage repositories

GitHub automation

I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Publish consistently

Content automation

I need my agent to turn research and product updates into useful content drafts.

Process rich media

Multimodal media

I need my agent to process images, video, or audio and extract useful information.

Workflow fit

Add it to a complete workflow

Turn skills into distribution

Content growth agent

A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.

Inspect, patch, and verify code

Coding review agent

A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.

Design, build, test, and ship interfaces

Frontend and UI

A practical workflow for agents that turn product briefs or Figma designs into polished frontend code, review the result, test it in a browser, and prepare a safe deployment.

Alternative shortlist

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Overview

# sfumatoAI Writing Skill

[![License: MIT](https://img.shields.io/badge/License-MIT-blue.svg)](LICENSE) [![Brand assets: restricted](https://img.shields.io/badge/brand_assets-restricted-lightgrey.svg)](ASSET_LICENSE.md) [![Validate Skill](https://github.com/sunshine-lang/sfumatoAI-writing-skill/actions/workflows/validate.yml/badge.svg)](https://github.com/sunshine-lang/sfumatoAI-writing-skill/actions/workflows/validate.yml)

一个面向 AI 小白的小红书知识图文 Skill：把关键词、长文、网页、文件、截图或混合素材，转化为经过资料核验的选题、逐页脚本、统一视觉、多张 3:4 图片和可直接发布的文案。

它不会把用户投喂的内容机械压缩成卡片，而是先判断：**这批素材最值得讲什么？**

## 实际产出示例

下面是一组“LLM 到底是什么？”知识图文中的 4 张成品。点击图片可查看原尺寸预览。

<p align="center"> <a href="docs/images/examples/llm/page-01-cover.webp"><img src="docs/images/examples/llm/page-01-cover.webp" alt="LLM 知识图文封面：LLM 到底是什么" width="46%"></a> <a href="docs/images/examples/llm/page-02-tokenization.webp"><img src="docs/images/examples/llm/page-02-tokenization.webp" alt="LLM 知识图文内页：一句话如何拆分为 Token" width="46%"></a> <br> <a href="docs/images/examples/llm/page-04-generation.webp"><img src="docs/images/examples/llm/page-04-generation.webp" alt="LLM 知识图文内页：模型如何逐步生成 Token" width="46%"></a> <a href="docs/images/examples/llm/page-06-verification.webp"><img src="docs/images/examples/llm/page-06-verification.webp" alt="LLM 知识图文内页：流畅不等于真实" width="46%"></a> </p>

这组图展示的是完整流程中的视觉交付，不只是生成插画：选题与定义先经过核验，再完成故事化拆解、无字底图、确定性中文排版和事实 QA。示例图属于仓库文档，适用 [MIT License](LICENSE)。

## 它解决什么问题

- **选题分析**：从素材池中判断最值得发布的知识点，提供 1 个推荐方向和 2 个备选方向； - **事实核验**：搜索并交叉验证可靠来源，处理一词多义、营销话术、事实风险和常见误解； - **图文制作**：规划默认 5–7 张故事化图文，分离无字底图与确定性中文排版，生成标题、正文和话题； - **质量控制**：检查图片数量与比例、正文长度、重复话题、标题数量和来源数量，并保留人工 QA 关卡。

## 快速开始

### 1. 克隆仓库

```bash git clone https://github.com/sunshine-lang/sfumatoAI-writing-skill.git cd sfumatoAI-writing-skill ```

### 2. 安装到 Codex Skills

```bash mkdir -p ~/.codex/skills cp -R skills/sfumatoai-writing-skill ~/.codex/skills/ ```

如果目标目录已存在，请先备份现有版本，再替换目录。

> 仓库名保留品牌写法 `sfumatoAI-writing-skill`；Codex Skill 的内部标识遵循小写规范，使用 `sfumatoai-writing-ski

Platform compatibility

pythonFULL

Technical details

Version
1.0.0
License
MIT
Last updated
Aug 18, 2026
Published
Aug 14, 2026

Frameworks & tools

Python

Decision snapshot

Fallback candidate

71
Ready
Prototype
Stage

recent repository activity

Audit

Install review

Install and adoption review

79
Needs review
Security
80/100
Maintenance
100/100
Install
92/100
Open full auditView eval report

Agent-proven evidence

Agent-proven evidence

Outcome reports after resolve, review, install, and one narrow run.

0
Proven
Needs first agent runAuto-install: review firstLast: Unknown
Success rate
—
Recent failure
—
Outcomes
0
Output quality
—
Failed
0
Not relevant
0
Installs
0
Risk blocked
0
Setup needed
0
Production
0

No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.

Agent-Proven rankingOutcome contract

Install

Add to agent workflow

Free and open source. Review the report before installing into production agents.

Compare AlternativesAuto-resolve PlanView on GitHubDocumentation

Growth loop

Share kit

X

Scenario-led draft for SfumatoAI Writing Skill, ready for a manual X post.

Curator note
SfumatoAI Writing Skill: A Codex skill that transforms multimodal inputs into verified topics, scripts, and visually c...

21 stars

https://www.openagentskill.com/skills/sunshine-lang-sfumatoai-writing-skill?ref=x
Open X draft
Optional reply with install command
Listing + install path for SfumatoAI Writing Skill:
https://www.openagentskill.com/skills/sunshine-lang-sfumatoai-writing-skill?ref=x

Install: npx skills add sunshine-lang/sfumatoAI-writing-skill
Open reply draft

Listing source

Community indexed

Claimable

This listing was indexed from public sources and is not marked official until a maintainer claim is approved.

Indexed by
OpenAgentSkill community index

Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.

Claim this skill

Owner claim

Claim this skill listing

This Community indexed listing is attributed to sunshine-lang 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

Add the evidence badges to your README

Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.

[![Listed on OpenAgentSkill](https://www.openagentskill.com/api/badge/sunshine-lang-sfumatoai-writing-skill?metric=listed&label=Listed)](https://www.openagentskill.com/skills/sunshine-lang-sfumatoai-writing-skill)
[![OpenAgentSkill Trust](https://www.openagentskill.com/api/badge/sunshine-lang-sfumatoai-writing-skill?metric=trust&label=Trust)](https://www.openagentskill.com/skills/sunshine-lang-sfumatoai-writing-skill)
[![OpenAgentSkill Audit](https://www.openagentskill.com/api/badge/sunshine-lang-sfumatoai-writing-skill?metric=audit&label=Audit)](https://www.openagentskill.com/skills/sunshine-lang-sfumatoai-writing-skill/audit)
[![Agent Proven](https://www.openagentskill.com/api/badge/sunshine-lang-sfumatoai-writing-skill?metric=proven&label=Agent%20Proven)](https://www.openagentskill.com/skills/sunshine-lang-sfumatoai-writing-skill)
Preview badge Open audit Creator kit

Author

S

sunshine-lang

@sunshine-lang

Tags

writingcontent-generationfact-checkingsocial-mediavisual-design

Platform fit

Claude CodeOpenAI Agents

Health signals

GitHub stars
21
Quality score
44/100
Last GitHub push
Aug 12, 2026
Framework hints
1
OpenAgentSkill views
3
Install copies
0
Outbound clicks
0

Community signal

Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.

Trust & safety

Sandbox only

64
  • GitHub adoption21 GitHub starsFIX
  • Stars/forks activity21 stars, 0 forks; issue activity unavailable in current metadataFIX
  • Recent maintenance10d since pushPASS
  • License clarityMITPASS
  • README/SKILL.md completenessMetadata includes enough usage and workflow contextPASS
  • Dependency/runtime riskcommand execution surface, credential or environment accessCHECK

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InstallView on GitHub