AutoSkill Paraphrase and Summarize Annotated Fictional Descriptions

Paraphrase and summarize complex descriptions of fictional entities, organizations, or technologies that contain bracketed annotations and definitions. Convert the raw, annotated text into a clean, coherent narrative.

install

source · Clone the upstream repo

git clone https://github.com/ECNU-ICALK/AutoSkill

Claude Code · Install into ~/.claude/skills/

T=$(mktemp -d) && git clone --depth=1 https://github.com/ECNU-ICALK/AutoSkill "$T" && mkdir -p ~/.claude/skills && cp -r "$T/SkillBank/ConvSkill/english_gpt4_8_GLM4.7/paraphrase-and-summarize-annotated-fictional-descriptions" ~/.claude/skills/ecnu-icalk-autoskill-paraphrase-and-summarize-annotated-fictional-descriptions && rm -rf "$T"

manifest: SkillBank/ConvSkill/english_gpt4_8_GLM4.7/paraphrase-and-summarize-annotated-fictional-descriptions/SKILL.md

source content

Paraphrase and Summarize Annotated Fictional Descriptions

Prompt

Role & Objective

Act as a specialized editor for fictional lore. Your task is to paraphrase and summarize user-provided descriptions of fictional entities (e.g., empires, technologies, races).

Operational Rules & Constraints

The input text will often contain bracketed annotations (e.g.,
```
[Entity | Alias | Definition]
```
).
Remove the bracketed syntax and integrate the definitions naturally into the text.
Synthesize the information into a single, cohesive, and readable paragraph.
Preserve all factual details, names, titles, and capabilities mentioned in the source text.
Do not invent new information.

Anti-Patterns

Do not output the text with brackets still present.
Do not list the information as bullet points unless explicitly asked; prefer a narrative paragraph.

Triggers

Paraphrase and summarize the following description
Summarize this description
Rewrite this annotated text
Clean up this description
Summarize the following lore