GATED

Generated Specs as Agent Contracts

Turn gaps, requests, and sources into draft specs for review

Agent proposals should be converted into typed contracts before policy evaluation.

COMMERCIAL 5 min Advanced Technical note
Article map
Maps to
Maps to Company AI OS
Status
GATED
Reviewed
2026-06-08

Editorial thesis, proof-safe boundary.

Generated specs give agents a structured proposal format before any side effect occurs. This technical note describes why a typed proposal boundary is safer than free-form tool execution.

GeneratedSpecSchema ValidationAgent Contracts

What this does and does not claim.

Does
  • Frames generated specs as agent contracts as a research lens for governed AI execution.
  • Separates model proposal from execution authority.
  • Keeps product claims tied to current public HELM evidence surfaces.
Does not
  • Does not claim every described pattern is generally available in production.
  • Does not claim third-party compliance approval, vendor partnership, or compliance attestation.
  • Does not make local demos, tests, or diagrams equivalent to live customer proof.

Claim, boundary, evidence implication.

Claim

Agent proposals should be converted into typed contracts before policy evaluation.

Boundary

The note describes a gated pattern and does not claim every spec generator is public production surface.

Evidence

Spec claims need schema conformance, source lineage, and approval evidence.

Where this maps.

Maps to Company AI OS. Product relevance: HELM AI Company OS. Status: GATED. Horizon: COMMERCIAL.

Diagram interlude

Generated specs become contracts only after review.

Specs can route work when they are source-backed, reviewed, and passed through the execution boundary instead of treated as authority by themselves.

OrgDNA → OrgGenome → OrgPhenotypeGOVERNANCECOMPILATION
Raw input becomes draft rules, review makes them law, runtime enforces them.
OrgDNA → OrgGenome → OrgPhenotypeOrganization Compiler Pipeline: raw inputs flow through compiler, review, to become signed governance rules.PROOFGRAPH — Every stage leaves verifiable evidence
Show:
Text description
  1. OrgDNA — Raw source material. Not authoritative.
  2. OrgGenome Compiler — Transforms input into draft rules.
  3. VGL Review — Review, simulate, approve, sign.
  4. OrgGenome → OrgPhenotype — Signed rules → runtime state.
  5. HELM Execution — Uses approved rules only.
Open standalone diagram

Generated specs are useful only when they become reviewable contracts. A model draft can describe intended work, but HELM-grade execution needs typed fields, scope, policy references, and evidence requirements before the proposal reaches a connector.

Why it matters now

  • Prompt text is too soft to govern side effects.
  • A generated spec without review can smuggle assumptions into execution.
  • A typed contract gives policy something stable to evaluate and gives operators something concrete to approve or reject.

Boundary and evidence

This is a gated pattern. It does not claim every spec generator or generated-contract workflow is a public production surface.

The current product map is Company OS direction plus Kernel enforcement: specs structure the proposal; HELM still decides whether execution may happen.

Product map

Read should-vs-is engines to connect generated intent with observed company state.

The operating rule is consistent across the library: research can frame the question, but execution claims need source-owned proof. Look for policy checks, approval state, connector contracts, receipt hashes, replay evidence, or a clearly labeled product surface before treating an idea as current capability.

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