Write the problem hypothesis
For [user], the agent loses or retrieves [information] incorrectly across [scope], causing [wrong action or repeated work].
You can name one user, one situation and one measurable consequence without proposing a feature.[Enhancement]:Allow MVP and potential Skill features to access external custom knowledge bases
Evidence observed in vxcontrol/pentagi, a Security project.
4 comments0 positive reactions7 days openProject Radar 99
enhancement
Start the no-account validation tool4 guided steps · private browser notes · export anytime
EARLY INTERVIEW LEAD
Public support is still limited. Use this signal to recruit interviews before considering a product decision.
Project strength and demand confidence are measured separately.SOURCE EVIDENCE
Read original GitHub Issue ↗Start with what users actually said
Reporter context: Target Component Core Services (Frontend UI/Backend API) Enhancement Description Problem Statement: Current Limitation: PentAGI MVP can only use built-in pgvector + Graphiti(Neo4j) memory, with no way to connect to independent external knowledge bases. Skill modules are not supported at this moment. Use Case: MVP…Excerpted from the public Issue. Read the complete thread before interpreting it.
Recruit: Recruit authorized practitioners from security teams, maintainer discussions and specialist communities.
Guardrail: Use only systems and data you are explicitly authorized to test; measure risk reduction as well as speed.
Interview five security engineers or SOC operators
- Which information must persist?
- For how long and within what scope?
- Show the last wrong or missing recall.
- What data must never cross boundaries?
- How do you correct memory today?
Run the smallest experiment
Test one constrained memory scope with a small real dataset and a written expected-recall benchmark.
The system retrieves the right evidence across repeated sessions without leaking or inventing context.Use only systems and data you are explicitly authorized to test; measure risk reduction as well as speed.Make a build decision
- Build: repeated pain and active commitment
- Narrow: pain is real but the audience or job differs
- Stop: weak frequency or no behavioral proof
Why this brief exists
Information has value only when it changes action. This page turns one public signal into a bounded validation exercise. It is a research aid, not proof of demand, investment advice or a product recommendation.