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Role Separation

Three roles. Strict separation. The auditor is not the worker with a different hat — that is the most distinctive operational rule in the methodology.

The Three Roles

RoleOwnsMust not
ManagerWave graph, packet admission, manager judgement, closeout syncSilently implement production scope while changing semantics
WorkerOne admitted packet, bounded write-set executionWiden owner domain, weaken fail-closed rules
AuditorStructural review, drift detection, closure verification, pre-implementation authority convergence evidenceSilently turn missing scope into future follow-up; mutate authority or implementation while auditing; decide semantic acceptance or packet admission

The forbidden actions are listed deliberately. They name the ways each role is most likely to overreach.

Manager

The manager is the role that:

  • Decides which wave is admitted.
  • Freezes the packet for that wave.
  • Records the audit result.
  • Decides whether the wave reaches closeout, returns to revision, or admits a continuation.
  • Records topic-level closeout decisions.

The manager does not write the production code in the strictest case (manager_worker_auditor execution mode). In inline_manager_worker mode (low-risk work only), the manager and worker may be the same loop.

The manager's defining constraint: do not silently implement production scope while changing semantics. If semantics change, that is its own admission step, not a side effect of execution.

Worker

The worker is the role that:

  • Executes one admitted packet.
  • Reads only what allowed_reads admits.
  • Writes only what allowed_writes admits.
  • Stops at the packet's stop lines.

The worker's defining constraint: do not widen owner domain. If the work needs to touch a surface outside the packet's owner domain, the worker stops and returns to the manager for a re-scoped packet.

The worker also cannot weaken fail-closed rules. A worker that "helpfully" adds a fallback to rescue a contract failure has introduced placeholder_success.

Auditor

The auditor is the most under-appreciated piece. In a typical AI workflow, the same loop that produced the code reviews it, and the failure mode is well-known: the loop's blind spots survive review.

The auditor in manager_worker_auditor mode is structurally separate. In current host implementations, this means a different AI session or a different vendor.

The auditor:

  • Performs structural review.
  • Detects drift.
  • Verifies closure across all four dimensions.
  • Provides pre-implementation authority convergence evidence when packets touch spec / authority / redesign surfaces.

The auditor does not silently turn missing scope into future follow-up. If the audit finds a gap, the gap is named explicitly; "someone will fix this later" is not an audit verdict.

The auditor does not mutate authority or implementation while auditing. Audit is read-only.

The auditor does not decide semantic acceptance or packet admission. Those decisions belong to the manager. The auditor's output is "candidate evidence only"; the manager records the audit result before implementation dispatch.

Why The Separation

If manager / worker / auditor collapse into one loop:

PathologyWhat happens
Self-reviewThe loop's blind spots survive
Scope creepWorker silently widens because there is no separate gate
Soft passAuditor's standard relaxes to match worker's reality
Drift normalizationRepeated patterns get normalized as "fine"

If they're separate:

BehaviorWhat it gives
Independent auditDifferent blind spots; one loop catches what the other missed
Hard scope boundaryWorker bounded by frozen packet; manager re-scopes only with new packet
Standard preservationAuditor's standard cannot drift toward worker's reality
Drift detectionPatterns that recur get named (catalog grows)

Authority Convergence Gate

A specific case: when a packet is authority, spec, redesign, or preflight kind and references .nimi/spec/, the manager must record an auditor PASS verdict before dispatching the worker.

StepOwner
Pre-implementation auditAuditor (independent)
Verdict recordedManager (record-only)
Worker dispatchManager (admits packet only after audit PASS)

After implementation lands, a follow-up judgement PASS is required before mechanical phase transition.

Unresolved blocking findings fail closed.

Reader Scenario: Why Same-Loop Audit Fails

You're using AI to make a substantial change. You ask the same AI to review its own work.

The AI reviews; everything looks fine. You ship. A week later, you discover the change introduced a legacy_alias pattern that neither the AI's authorship nor the AI's review caught.

This is the structural failure mode. The same loop's blind spots do not change between authorship and review. The AI is not less careful as the reviewer; it has the same model of what is OK.

The methodology's response: the auditor is a different loop. Different session, different vendor, different host. The auditor's blind spots are different.

Reader Scenario: A Solo Founder Using The Auditor Pattern

You're a solo founder using AI heavily. You don't have a team that can provide structural review. You have only yourself and your AI host.

The methodology's response:

LoopRole
Your primary AI sessionManager + worker
A separate AI session (different vendor or different session)Auditor
YouFinal acceptance gate

You're using the same manager_worker_auditor model that a team would use, but you're routing the auditor through a different AI session. The structural separation is preserved without requiring more humans.

This is the methodology's pitch for solo founders: simulate the review redundancy a team would provide, by routing the audit through a different AI loop.

Reader Scenario: A Manager Refusing An Admission

A worker submits a packet for admission. The manager reviews:

  • Authority owner: clear.
  • Allowed reads: bounded.
  • Allowed writes: bounded.
  • Acceptance invariants: explicit.
  • Negative tests: explicit.
  • Stop lines: explicit.
  • Forbidden shortcuts: declared.

But: this packet is a spec-touching kind, and no auditor PASS has been recorded. The manager refuses admission.

StepWhat happens
Worker requests admissionSubmitted
Manager checks gateAuthority convergence gate not satisfied
RefusalAdmission denied
Path forwardRun pre-implementation audit; record PASS; resubmit

The refusal is not optional. The methodology's hard rule: unresolved blocking findings fail closed.

Source Basis

Nimi AI open world platform documentation.