Skill Packages
Turn repeated work into governed AI skills.
MaluDB derives reusable Skill Packages from validated workflow traces, preserving preconditions, procedures, checks, permissions, and audit controls.
- Inputs
- Episodes and workflow traces
- Controls
- Preconditions, checks, permissions
- Outputs
- Reusable procedures for agents
Workflow trace capture
Record the steps humans and agents take to resolve incidents, onboard customers, triage tickets, or analyze research.
Validation before reuse
Generalize successful workflows only after evidence, constraints, safety checks, and review requirements are known.
Token-efficient execution
Agents can call compact, governed procedures instead of reloading long prompt instructions and scattered documentation.
From memory to procedure
Skills are database objects, not loose prompt files.
A Skill Package can reference the Memory Objects, Facts, policies, tool permissions, and audit checks that make it safe to run.
