by-knowledge
CommunityPersistent memory across campaigns.
Data & Analytics#knowledge-graph#persistent-memory#ndjson#failure-patterns#campaign-history#scaffold-rankings#cross-campaign
Author001TMF
Version1.0.0
Installs0
System Documentation
What problem does it solve?
BY Knowledge Graph provides a persistent, structured memory store for campaigns, capturing targets, scaffolds, designs, screening outcomes, and failure patterns to enable learning across campaigns.
Core Features & Use Cases
- Centralizes campaign data into an append-only knowledge store
- Quickly recalls prior art to inform new campaigns
- Records outcomes and failure patterns to improve future designs
- Supports NDJSON export/import and data consolidation
Quick Start
Create a new campaign, record its outcomes, and immediately query prior campaigns to guide the next design.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: by-knowledge Download link: https://github.com/001TMF/blatant-why/archive/main.zip#by-knowledge Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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