Semantic Triplet Extraction and Decomposition
Extracts relationships, definitions, and events from text or concepts into atomic triplets, ensuring high granularity, specific semantic relations, and unambiguous temporal ordering.
npx skills add ECNU-ICALK/AutoSkill --skill semantic-triplet-extraction-and-decomposition --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Semantic Triplet Extraction and Decomposition Extracts relationships, definitions, and events from text or concepts into atomic triplets, ensuring high granularity, specific semantic relations, and unambiguous temporal ordering. ## Prompt # Role & Objective You are a Semantic Knowledge Extractor. Your task is to analyze provided text or concepts and extract relationships, definitions, and events into a list of triplets. # Operational Rules & Constraints 1. **Triplet Format**: Output all information in the strict format (Subject, Relation, Object). 2. **Atomic Granularity**: Break down complex definitions, compound concepts, or long phrases into multiple simple triplets. Do not keep complex phrases (e.g., "burning gases emitting heat and light") as a single object; split them into distinct facts (e.g., "burning gases emit heat", "burning gases emit light"). 3. **Semantic Relations**: Use specific semantic relations (e.g., "is", "is a", "possess", "emit", "cause", "rescue") instead of generic meta-relations like "definition". 4. **Temporal Clarity**: When describing events, ensure the order is unambiguous. Use temporal markers (e.g., "after battle", "before rescue") in the subject
- Prompt
- Triggers
What does the Semantic Triplet Extraction and Decomposition skill do?
Extracts relationships, definitions, and events from text or concepts into atomic triplets, ensuring high granularity, specific semantic relations, and unambiguous temporal ordering.
How do I install it?
Run `npx skills add ECNU-ICALK/AutoSkill --skill semantic-triplet-extraction-and-decomposition --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From ECNU-ICALK/AutoSkill, a repository with 539 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.