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在 OpenClaw 中安装
/install narrative-focus
功能描述
Narrative Focus — detect and fix "narrative weight misalignment" in technical tutorials and interview prep articles. Trigger when users ask to review technic...
安全使用建议
This skill is internally coherent and low-risk: it is a prose-only SOP for labeling and adjusting narrative weight and requests no installs or secrets. Before using it, consider: (1) the 'authoritative verification' step requires consulting external docs—if your drafts contain confidential content you may not want to send to web services or third-party search; restrict network access or run verification against an internal corpus. (2) Always keep a copy of the original draft before applying automated corrections and review suggested changes manually (the skill explicitly avoids auto-fixing factual mismatches). (3) If you plan to let an agent run this skill autonomously, ensure the agent’s web/data-access policies are acceptable (where it will search and whether it may post text to external endpoints). Otherwise, the skill appears to do what it claims.
能力评估
Purpose & Capability
Name/description (detect and fix narrative weight misalignment) align with the content of SKILL.md and the reference SOPs. The skill is instruction-only and does not request unrelated credentials, binaries, or config paths.
Instruction Scope
SKILL.md and references clearly define detection/correction workflows and an 'authoritative verification' step that requires consulting external authoritative sources (official docs, MDN, RFCs). That verification implies the agent will search or fetch external documentation and compare facts. This is coherent for the stated purpose, but it means the agent may need network access and might transmit modified paragraphs to external search services or documentation endpoints during verification—so users should be aware of any sensitive content they feed into the workflow.
Install Mechanism
No install spec, no code files to run, and no archive downloads. Instruction-only skills are lowest-risk from install point of view.
Credentials
The skill declares no required environment variables, credentials, or config paths. All steps described operate on document text and public authoritative sources; nothing asks for unrelated secrets or broad system access.
Persistence & Privilege
Flags show default privileges (always: false, autonomous invocation allowed). The skill does not request permanent presence or modification of other skills or system settings. Autonomous invocation is the platform default and not by itself a concern here.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install narrative-focus - 安装完成后，直接呼叫该 Skill 的名称或使用
/narrative-focus触发 - 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
v1.2.0
**Expanded to support narrative focus detection and correction in technical tutorials and interview prep articles, with improved guidance for correct proposition analysis.**
- Now explicitly targets technical tutorials, deep dives, interview prep, and framework comparison articles; excludes API references, news, and non-technical content.
- Substitution test clarified: requires proposition identification before substitution, with examples and guidance for granular analysis.
- Added role label examples and proposition granularity guide (references/proposition-granularity-guide.md).
- Post-processing mode now includes an authoritative verification step: all corrections are checked against official sources; unfixable semantic errors are reported to the user.
- Added bilingual (EN/zh-CN) documentation files.
v1.0.0
- Initial release of the "narrative-focus" skill for detecting and correcting narrative weight misalignment in technical documentation.
- Supports two workflows: pre-processing (role labeling during collection) and post-processing (detecting and fixing misaligned narrative focus).
- Introduces the substitution test and a three-layer role labeling system (architectural, transport, configurable) to classify and adjust concept prominence.
- Triggers on both English and Chinese queries related to narrative focus, concept weight, and role marking.
- Compatible with OpenClaw, CodeBuddy, and other AI coding agents through SKILL.md context loading.
元数据
常见问题
Narrative Focus 是什么？
Narrative Focus — detect and fix "narrative weight misalignment" in technical tutorials and interview prep articles. Trigger when users ask to review technic... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 87 次。
如何安装 Narrative Focus？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install narrative-focus」即可一键安装，无需额外配置。
Narrative Focus 是免费的吗？
是的，Narrative Focus 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Narrative Focus 支持哪些平台？
Narrative Focus 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 Narrative Focus？
由 Co-Kyo（@co-kyo）开发并维护，当前版本 v1.2.0。
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