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Paper Framework Figure Studio Pro

作者 c-narcissus · GitHub ↗ · v1.0.3 · MIT-0
cross-platform ✓ 安全检测通过
107
总下载
0
收藏
0
当前安装
4
版本数
在 OpenClaw 中安装
/install paper-framework-figure-studio-pro
功能描述
Convert a paper deep-reading report, method description, or model introduction into publication-ready framework figure concepts through a stateful multi-roun...
安全使用建议
This package appears coherent for its stated purpose, but note: (1) it depends on host-provided image generation — in IDE/API hosts it will ask you to provide an OpenAI API key (ChatGPT Images 2.0 or newer) before generating images; the skill metadata does not declare env vars, so be prepared to supply credentials at runtime if you want image rounds. (2) The skill enforces strict text-vs-image turn behavior and repeatedly instructs the assistant to prefer host-specific 'Extended Thinking' or native Create image flows — confirm your host can support that behavior and that you understand any image-generation usage/charges. (3) The package claims an OpenAI author in metadata but registry owner is an opaque ID; if provenance matters to you, verify the publisher identity before installing. Otherwise the skill is instruction-only and makes no unusual system or credential demands.
功能分析
Type: OpenClaw Skill Name: paper-framework-figure-studio-pro Version: 1.0.3 The skill bundle is a highly structured, stateful workflow designed to assist users in creating academic framework figures. It implements a 'studio' model with strict protocols for turn separation, human-in-the-loop confirmation gates, and visual-first decision making. The instructions are focused entirely on the stated purpose, and the skill explicitly prohibits risky rendering paths like SVG or TikZ in favor of native OpenAI image generation. No evidence of data exfiltration, malicious code execution, or harmful prompt injection was found across the extensive documentation and configuration files.
能力标签
requires-sensitive-credentials
能力评估
Purpose & Capability
Name, description, and runtime instructions all focus on producing publication-quality framework figures and iterative, human-in-the-loop image-based refinement. The skill explicitly requires an image-generation capability in the host (OpenAI native image generation or ChatGPT Create image) which is coherent with the described purpose; there are no unrelated binaries, config paths, or environment variables declared.
Instruction Scope
SKILL.md contains detailed, prescriptive runtime instructions (strict text-vs-image turn separation, mandatory rendering-rule reminders in every text reply, state recording, and host-specific guidance to use OpenAI ChatGPT Images 2.0 or ChatGPT web Create image). These instructions stay within the stated purpose (figure design) and do not demand access to unrelated files or credentials, but they do mandate particular host behaviors (e.g., prefer Extended Thinking, forbid SVG fallback). That host-manipulative guidance is intrusive but not incoherent or malicious.
Install Mechanism
No install spec or code files to install — instruction-only. This is the lowest-risk install model and matches the skill's design as a conversation-driven workflow.
Credentials
Declared metadata requests no environment variables or primary credentials. The SKILL.md/README repeatedly instructs that in IDE/API hosts the skill must use an OpenAI API key (ChatGPT Images 2.0+) and should pause to ask the user to configure one if missing. That runtime prompt for an OpenAI key is proportional to the image-generation purpose, but the package does not declare a primaryEnv — users should expect to supply an OpenAI key when running image-generation rounds in some hosts.
Persistence & Privilege
always:false and normal autonomous invocation defaults. The skill asks to record session state (conversation_state.template.json) across rounds, which is appropriate for a stateful studio. It does not request system-wide privileges or modify other skills' configurations.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install paper-framework-figure-studio-pro
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /paper-framework-figure-studio-pro 触发
  4. 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.0.3
- Added license information to SKILL.md (MIT-0). - Added OpenClaw-specific metadata under `openclaw` in SKILL.md. - Moved compatibility information into metadata. - Added missing agents/openai.yaml file.
v1.0.2
No functional or content changes in this version. - Version bumped from 1.4.2 to 1.4.3 in skill metadata. - No other modifications detected.
v1.0.1
**Paper Framework Figure Studio Pro v1.4.2** Major update: Improved workflow structure, explicit state management, and detailed setup/usage guidance for multi-round figure design. - Added robust documentation files (templates, examples, references, publishing guides) to support consistent multi-round, stateful workflow. - Enforced strict turn-separation protocol: all planning and approval steps are text-only; image rendering occurs only after explicit user confirmation. - Introduced first-contact and first-turn protocols to recommend but not require upstream deep-reading reports, guiding users on preferred input and next steps. - Clarified non-negotiable rules around human approval, state tracking, and workflow for image candidate generation and selection. - Updated compatibility metadata and improved clarity on workflow expectations, next step guidance, and decision points. - Removed legacy and redundant documentation to streamline onboarding and publishing.
v1.0.0
Paper Framework Figure Studio Pro is a multi-round scientific diagram co-designer specialized for paper framework diagrams and method overview figures in top-tier computer science papers. It helps transform a paper deep-reading report, method description, or model overview into publication-ready figures through an iterative human-in-the-loop workflow. Instead of producing a single figure in one shot, the skill guides the user through structured rounds of framework-figure design: first selecting a high-level figure family, then narrowing down substyles, layout, information density, and local visual elements. After each round, it generates multiple candidate diagrams, lets the user choose or combine directions, records preferences, and updates the design state before continuing. The skill is optimized for reviewer communication efficiency. It prioritizes clear problem framing, framework structure, module interactions, key novelty, and why-the-method-works comparisons. It supports several figure families commonly seen in recent top-tier CS papers, including classic framework overview, modern modular card layouts, mechanism-explanation figures with intermediate snapshots, and design-forward scientific illustration styles. After generating the final figure, the skill explicitly asks whether the user also wants supporting figure text, such as short in-figure labels, a polished figure caption, panel-by-panel explanation text, or slide-friendly annotation text.
元数据
Slug paper-framework-figure-studio-pro
版本 1.0.3
许可证 MIT-0
累计安装 0
当前安装数 0
历史版本数 4
常见问题

Paper Framework Figure Studio Pro 是什么?

Convert a paper deep-reading report, method description, or model introduction into publication-ready framework figure concepts through a stateful multi-roun... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 107 次。

如何安装 Paper Framework Figure Studio Pro?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install paper-framework-figure-studio-pro」即可一键安装,无需额外配置。

Paper Framework Figure Studio Pro 是免费的吗?

是的,Paper Framework Figure Studio Pro 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。

Paper Framework Figure Studio Pro 支持哪些平台?

Paper Framework Figure Studio Pro 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。

谁开发了 Paper Framework Figure Studio Pro?

由 c-narcissus(@c-narcissus)开发并维护,当前版本 v1.0.3。

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