Knowledge Vaults
Three-Tier Knowledge
Architecture
Institutional knowledge that compounds. Every observation becomes a rule, every rule becomes knowledge, every knowledge file shapes agent behavior. The system never forgets what works.
Architecture
Layered Knowledge, Unified Access
Each tier builds on the one below. The materialization pipeline merges all layers at runtime, with higher tiers overriding lower.
Platform Knowledge
Core platform knowledge shared across all users. The foundation layer contains agent definitions, skill specifications, system rules, and 60+ knowledge files that define system behavior and best practices.
Company Knowledge
Organization-specific knowledge that differentiates your operations. Brand guidelines, pricing frameworks, competitive intelligence, SOPs, and team structure -- all version-controlled and mergeable.
Personal Knowledge
Individual and project-specific context. Working drafts, research notes, personal preferences, session history, and ongoing project state. Layers on top of L2 without conflicts.
How It Works
Materialization Pipeline
At task time, the vault engine merges relevant knowledge from all layers into a unified context window for the active agent.
Observe
Agent notices a pattern, preference, correction, or new insight during daily work.
Record
Observation is written to the appropriate vault layer as structured, searchable knowledge.
Promote
Recurring patterns are promoted: observations become rules, rules become knowledge files.
Materialize
At runtime, all layers merge. Higher tiers override lower. Agent behavior shaped automatically.
Features
Built for Enterprise Knowledge
Every feature designed for teams that need knowledge they can trust, audit, and scale.
Version-Controlled
Every knowledge file is tracked with full history. Roll back, compare versions, audit who changed what and when. Git-native workflow for knowledge.
Merge Strategies
Higher tiers override lower: L4 > L2 > L1. Personal preferences layer on top of company defaults, which layer on platform knowledge. No conflicts, just clarity.
Full-Text Searchable
Agents automatically find the most relevant knowledge for each task. Full-text search across all vault layers with relevance scoring and recency weighting.
Auto-Pruning
Stale knowledge is flagged and archived based on access frequency and age. Active knowledge surfaces automatically. The vault stays lean and relevant.
Self-Improving
A System That Gets Smarter Every Day
Flexor's knowledge vaults form a continuous learning loop. Every interaction generates observations. Observations become rules. Rules become knowledge. Knowledge shapes future behavior.
The result: a system that compounds institutional intelligence over time, never forgets what works, and automatically applies lessons learned across your entire organization.
Knowledge That Compounds
See how Flexor's three-tier vault architecture turns your team's expertise into permanent organizational intelligence.