Verified:GitHub

insights-agent

Generate actionable insights from Zettelkasten knowledge graphs and integrate high-confidence results into wikis.

Updated May 24, 2026

Search Tags:#knowledge curation #insight generation #zettelkasten #research wiki #wiki integration #synapse mcp #automated curation

Ready to run

npx skills add https://github.com/angrysky56/hermes-ops --skill insights-agent

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: insights-agent
Source: https://github.com/angrysky56/hermes-ops/tree/main/skills/insights-agent
Command: npx skills add https://github.com/angrysky56/hermes-ops --skill insights-agent

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill eliminates the tedious manual work of generating actionable insights from your Zettelkasten knowledge graph and integrating them into your wiki, saving hours of repetitive curation effort.

Core Features & Use Cases

Automated Daily Insight Generation: Runs the Zettelkasten insight engine on a schedule to surface cross-note connections and novel findings from your knowledge graph.
Confidence-Thresholded Wiki Integration: Automatically creates properly formatted synthesis pages for high-confidence insights (≥0.7) in your wiki, complete with metadata and evidence citations.
Use Case: Maintain a large research wiki where you want fresh, curated insights added daily without spending hours manually reviewing note connections.

Quick Start

Use the insights-agent skill to run the daily insight generation workflow and integrate new high-confidence insights into your LLM-WIKI.

Frequently Asked Questions about insights-agent

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

FAQPage Schema

How do I automate daily knowledge curation for my Zettelkasten research wiki?▼

Automated knowledge curation schedules a daily insight synthesis engine to scan your Zettelkasten graph, surfacing cross-note connections and generating actionable findings without manual review.

Can I automatically generate wiki pages only for high-confidence Zettelkasten insights?▼

Yes, confidence-thresholded wiki integration creates properly formatted synthesis pages with metadata and evidence citations exclusively for high-confidence insights scoring at or above 0.7.

What is the best way to track follow-up indexing tasks for autonomous Zettelkasten insight generation?▼

The best way to track follow-up indexing tasks is using automated carryover tracking, which logs unsurfaced or low-confidence Zettelkasten connections for subsequent daily synthesis cycles.

Does the insights-agent workflow support scheduled synthesis for team documentation hubs?▼

Scheduled insight synthesis supports team documentation hubs by autonomously running daily Zettelkasten analysis to integrate high-confidence findings into shared wiki systems.

How do I integrate Zettelkasten knowledge graph findings into an LLM-WIKI system?▼

Zettelkasten findings integrate into an LLM-WIKI by running an automated daily workflow that generates insights and creates properly formatted synthesis pages complete with evidence citations.

Why use confidence thresholds for automated wiki page creation from a knowledge graph?▼

Confidence thresholds prevent wiki clutter by ensuring only high-confidence, actionable insights generate new synthesis pages, filtering out weak connections from the daily Zettelkasten curation process.