knowledge

Consolidate cross-layer session knowledge into a deduplicated layer briefing file.

3|Updated Mar 25, 2026

Search Tags:#automation #documentation #curation #knowledge #sessions #coherence #layering

Ready to run

npx skills add https://github.com/willietran/autoboard --skill knowledge-willietran

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: knowledge
Source: https://github.com/willietran/autoboard/tree/main/skills/knowledge
Command: npx skills add https://github.com/willietran/autoboard --skill knowledge-willietran

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Curate cross-session knowledge between layers — deduplicate, filter by relevance, resolve conflicts, and brief next-layer sessions.

Core Features & Use Cases

Deduplicate repeated findings across sessions to produce a concise briefing.
Filter knowledge by dependency and relevance to direct next-layer tasks.
Resolve conflicting patterns and document architectural decisions for coherence.

Quick Start

Aggregate completed session knowledge into the layer-{N}-knowledge.md for the next layer, ensuring deduplication and coherence.

Frequently Asked Questions about knowledge

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

FAQPage Schema

How do I consolidate cross-layer knowledge into a concise briefing?▼

To consolidate cross-layer knowledge, apply curation logic to completed session status files and prior layer knowledge to generate a new layer knowledge file. This enforces deduplication and conflict resolution to ensure a coherent, reusable knowledge base.

What is the best way to deduplicate repeated findings across multiple sessions?▼

The best way to deduplicate repeated findings across sessions is to process completed session status files through a curation workflow. This filters knowledge by relevance and resolves conflicting patterns to produce a concise briefing.

How do I resolve conflicting architectural patterns during knowledge curation?▼

To resolve conflicting patterns during knowledge curation, the process evaluates cross-layer session data and documents the resulting architectural decisions. This ensures coherence and maintains a reusable knowledge base for next-layer tasks.

How do I filter session knowledge by dependency relevance for the next layer?▼

To filter session knowledge by dependency relevance, apply curation rules to completed session status files and prior layer knowledge files. This filters irrelevant data, directing next-layer tasks with a concise, actionable briefing.

When do I need to generate a layer knowledge file for my project?▼

You need to generate a layer knowledge file when transitioning between project layers and requiring a coherent briefing. It consolidates completed session status files and prior layer knowledge, ensuring deduplication and documented architectural decisions.