:: MeaningSystem AI Agent Alignment Scaffold

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Keep AI work aligned to your intent.

AI can perform remarkable work. The Maenen API toolsuite via [ MeaningSystem.io ] offers structure that helps you trust the workflow — before, during, and after an AI or agent acts.


Maenen does not harness or replace your AI intelligence.
It makes the Maenen toolsuite easier to use and provides access to Agent Trust tooling. Its assessment layer helps intelligence remain connected to your intent while producing performance evidence.


DETERMINISTIC AGENT ALIGNMENT SCAFFOLD
01 · THE MISSING MIDDLE

From an instruction to a decision-ready outcome

Your model or agent remains the execution engine. The Maenen scaffold tools add explicit checks around its work.

The more capable the agent, the more valuable the checkpoints become.

02 · WHY IT EXISTS

Intelligence is not the same as reliability

A convincing result can still misunderstand the objective, miss a constraint, lose context, or optimise the wrong metric.

Without an assessment layer
Need→Prompt→Answer→You judge it

The production friction falls, but the evaluation burden moves onto the user.

  • Requirement analyst
  • Quality controller
  • Fact checker
  • Risk assessor
  • Consistency checker
  • Project manager
With MeaningSystem
BeforeAre we solving the right problem?
DuringIs the work still on course?
Before deliveryIs this result justified?

Assessment points makes drift and poor performance visible while it is still possible to correct—not only after the answer arrives.

03 · USE THE PROBLEM, NOT THE ENDPOINT

Choose the assurance you need

MeaningSystem presents common review needs as preconfigured runs. You begin with a question you need answered:

I need to define a task clearlyAlignment
I need to compare two statesCompare
I need to check evidenceReceipts
I need to review a decisionDecision Review
I need to know whether meaning survived a handoffAudit
I need to assess token cost against benefitValue Review
04 · TWO WAYS TO USE THE SAME CAPABILITIES

Ready-made pathways or modular APIs

Use the guided layer directly, or compose the underlying assessment primitives inside your own system.

MEANINGSYSTEM.IO

Recommended Runs

Ready-made assessment pathways for people, teams and agents that need a clear, repeatable review.

[ Use MeaningSystem.io ] →
MAENEN API SUITE

Individual APIs

Call alignment, value, integrity, evidence, legitimacy and trust capabilities independently to build your own flow.

[ Explore the API toolsuite ] →
Works around your existing intelligence layers:
  • OpenClaw
  • Hermes Agent
  • Paperclip
  • Odysseus AI
  • Frontier models
  • On-prem AI & Agent systems
05 · ONE UNDERLYING QUESTION

Has meaning survived the journey from intention to outcome?

Your agent performs your work.
MeaningSystem helps make that work inspectable and connected to why it was requested.


: Support

For technical issues or questions, use the contact options below. Full support and service-level agreements are not offered during the beta trial, though your query or comment will be carefully considered. Please include:

  • A short description of the issue
  • Example payloads (if possible)
  • The receipt from the relevant request
- Receipts significantly reduce back-and-forth and speed up diagnosis.


: Beta Usage Notice

This API is currently available in limited v0.1 beta. Free assessment keys are subject to rate cap and payload limits.
No uptime or performance guarantees are implied. Features and behaviour may change between versions.


: Versioning

This documentation applies to:


API version: v0.1 (beta)

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