semiont-aggregate

Synthesize annotations and context passages into structured markdown summaries.

88|9|Updated Jul 29, 2025

Search Tags:#summarization #report generation #annotations #knowledge aggregation #layered data

Ready to run

npx skills add https://github.com/The-AI-Alliance/semiont --skill semiont-aggregate

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: semiont-aggregate
Source: https://github.com/The-AI-Alliance/semiont/tree/main/docs/protocol/skills/semiont-aggregate
Command: npx skills add https://github.com/The-AI-Alliance/semiont --skill semiont-aggregate

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill enables users to generate aggregated markdown summaries that compile annotations and related material about a specific anchor, facilitating human-readable reports and insights.

Core Features & Use Cases

Summary Generation: Walking annotations tied to a target resource or query, and assembling key information into a readable markdown document.
Knowledge Synthesis: Combining multiple annotations and context passages to build comprehensive summaries for investigation, legal analysis, or narrative overviews.
Use Case: A researcher wants to compile all annotations citing a legal case into a summarized report for review and sharing.

Quick Start

Provide the resource ID of the anchor to generate an aggregate report about it.

Frequently Asked Questions about semiont-aggregate

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I generate a summary from layered annotation data?▼

To generate a summary from layered annotation data, you provide a resource ID so the system can walk its annotations and optional context passages, composing them into a structured markdown document for human reading.

Can I compile legal case annotations into a single report for review?▼

Yes, you can compile legal case annotations into a report by synthesizing multiple annotations tied to a specific anchor into a comprehensive markdown summary, facilitating legal analysis and narrative overviews for investigation.

What is the process for aggregating knowledge from multiple annotations?▼

Aggregating knowledge from multiple annotations involves walking annotations tied to a target resource, gathering optional context passages, and assembling the key information into a readable markdown document.

Do I need to provide a resource ID to generate an aggregate report?▼

Yes, you need to provide the resource ID of the anchor to generate an aggregate report, which the system uses to locate and compile the associated annotations and context material into a summary.

Does knowledge aggregation work for investigation and legal review tasks?▼

Knowledge aggregation works for investigation and legal review tasks by synthesizing annotations and context passages about a specified resource into a structured markdown summary suitable for human analysis and sharing.

What format are the aggregated summaries output in?▼

Aggregated summaries are output in structured markdown format, compiling annotations and related material to provide human-readable reports and insights for analysis.