Knowledge Vaults
Four-Tier Knowledge
Architecture
Institutional knowledge that compounds. Every observation becomes a rule, every rule becomes knowledge, every knowledge file shapes agent behavior. Persistent across sessions and tool switches.
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 250+ knowledge files that define system behavior and domain 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 context that follows you across projects. Voice, writing style, decision patterns, and personal preferences. Layers on top of company knowledge so every agent speaks like you.
Project Knowledge
Working context for the current engagement. Active project state, task memory, working drafts, and session history. The most specific layer — overrides everything below for the project at hand.
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 > L3 > L2 > L1. Project context overrides personal, which overrides company defaults, which override 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.
Compounding Knowledge
A System That Compounds Institutional Intelligence
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 preserves what works across sessions and surfaces lessons where the work happens — not in a separate documentation tool that nobody reads.
Knowledge That Compounds
See how Flexor's four-tier vault architecture turns your team's expertise into permanent organizational intelligence.