Council-Mode Autonomous Delegation: Operating Discipline for Multi-Sprint Coordinator Authority

#1. Introduction

A multi-agent system performing software synthesis under autonomous direction needs an answer to a question conventional engineering organizations rarely confront formally: under what conditions does authority to act flow from the principal to a coordinator agent, and how does the coordinator delegate further to specialist agents without forfeiting accountability? In a human engineering organization this question is answered through hierarchy, policy, and trust accumulated over years. A multi-agent system has no equivalent timescales for trust accumulation; its coordinator is a model invocation that begins each session in roughly the same state as the prior one.

Conventional approaches to this problem fall into two unsatisfactory categories. The first wraps every agent decision in human approval, which produces correct behavior at the cost of all autonomy and most of the throughput motivation for building the system. The second grants blanket authority to a coordinator and discovers, over time, that the coordinator drifts in ways the principal would not have ratified. Neither produces the operating regime where a multi-agent system runs autonomously for days or weeks against a coherent objective with the principal observing only specified surface events.

We describe a third approach: council-mode autonomous delegation. The principal grants the coordinator authority bounded by named invariants — a written discipline document that enumerates exactly which decisions require principal escalation and which decisions the council resolves autonomously. The discipline is not a set of policies the coordinator promises to follow; it is the structure of the authority itself. Decisions outside the enumerated escalation triggers do not surface; decisions inside them do. The coordinator’s authority is not “do anything until corrected” but rather “do these specific classes of things and surface only on these specific events.”

We document the canon, the empirical operating data across consecutive production sprints, and the structural conditions under which the delegation discipline holds. The contribution is operational: a discipline that was followed by real agents on real production work and produced measurable behavior consistent with its design.

#2. The five trigger conditions

The council operates under a written discipline document we call the council-mode canon. The canon enumerates five and only five trigger conditions under which a council agent must escalate to the principal:

flowchart TD
A[Council action] —> B{Trigger condition?}
B —>|Sprint SEAL ratification| P[Principal escalation]
B —>|Surface #4 public-facing risk| P
B —>|Composer/Gate structural disagreement| P
B —>|Out-of-plan scope change| P
B —>|Principal-action queue mutation| P
B —>|Any other decision| C[Council resolves autonomously]
C —> A
P —> R[Principal ratifies or redirects]
R —> A

Trigger 1 — Sprint SEAL ratification. When a sprint completes its enumerated phase count and is ready for ratification, the coordinator surfaces the SEAL to the principal. Sprint SEALs are the canonical principal-loop event; the principal observes work at sprint granularity, not phase or decision granularity.

Trigger 2 — Surface #4 public-facing events. When work touches a sensitivity surface defined as external-facing public read or write (a public marketplace, a documentation site that indexes externally, an OAuth callback that any browser can hit), the coordinator surfaces the planned work to the principal before the public-facing surface activates. Surface #4 work has adversarial exposure that no internal review can fully simulate; the principal’s ratification is the protocol-layer recognition of that fact.

Trigger 3 — Composer-Gate structural disagreement. When the composer agent and the gate agent reach a structural disagreement that the council cannot resolve through canon citation or routine ratification cycle, the coordinator surfaces the disagreement to the principal. This trigger is rare in practice; the discipline of canon citation typically resolves disagreements by reference to prior ratified decisions.

Trigger 4 — Out-of-plan scope change. When the council recognizes that the active sprint scope has drifted from the brief — either expanded into work the brief did not authorize or contracted in a way that compromises sprint completion — the coordinator surfaces the drift to the principal. The principal ratifies the new scope, redirects, or aborts.

Trigger 5 — Principal-actions queue mutations. The substrate maintains a list of items the principal alone can resolve (token rotations, payment provider configurations, customer relationship management actions). When this list grows or shrinks materially, the coordinator surfaces the change to the principal.

Outside these five triggers, the council resolves decisions autonomously. The coordinator dispatches sprints, the gate ratifies phases, the builder builds, the voice publishes, the composer files canon — none of which requires principal interruption.

#3. The three decision classes

The council distinguishes three classes of decisions:

flowchart LR
D[Council Decisions] —> R[Routine coordinationautonomous]
D —> S[Substrate-architecturalautonomous with canon]
D —> P[Principal-authorityescalate to principal]

Routine coordination. Phase dispatch, brief gating, build sequencing, test ratification, between-agent routing, observability emission. These are the day-to-day operations of the council and are resolved entirely within the council’s authority.

Substrate-architectural. New canon documents, threat-shape canon entries, migration sequencing decisions, cross-phase contract changes that fit within the brief’s scope. These produce durable substrate effects but are bounded by the brief’s enumerated scope; they resolve autonomously through canon citation.

Principal-authority. The five trigger conditions enumerated above. These are decisions the council is structurally not authorized to resolve; the principal’s ratification is the load-bearing event.

The discipline of separating these classes is what makes autonomous delegation tractable. If every decision required principal authority, autonomy is a fiction. If no decision required it, accountability is a fiction. The five-trigger boundary is the operational answer to where the line goes.

#4. The empirical record

We report measurements across consecutive sprints under fully delegated multi-agent execution. The measurement window covers one autonomous delegation cycle and its successor extension. Aggregate properties:

xychart-beta
title “Sprint duration (hours, dispatch to SEAL)”
x-axis [“Sprint 1”, “Sprint 2”, “Sprint 3”, “Sprint 4”, “Sprint 5”]
y-axis “Hours” 0 —> 12
bar [10, 6, 3, 3, 6]

Aggregate observations:

• Five consecutive sprints sealed on first submission.
• Zero principal interventions over the active delegation window.
• Cumulative test corpus over 1,700 hermetic test cases across the window.
• Cumulative production-breaking failures: zero.
• Cumulative post-approval high-priority closures: approximately fifty across the corpus.

The zero-intervention property is the structural claim. The discipline produced enough autonomous-resolution capacity that no decision in the active window required the principal’s escalation outside the enumerated triggers. Sprint SEALs (trigger 1) fired for ratification; no other trigger fired in the window.

#5. Why the discipline holds

We discuss why this operating regime sustained without degradation, beyond what model capability alone would predict.

#5.1 Bounded authority is more delegable than unbounded authority

The principal’s reluctance to grant unbounded authority to a coordinator agent is well-founded; unbounded authority produces drift the principal cannot observe. Bounded authority — explicit enumeration of what the council resolves autonomously and what surfaces — converts the delegation question from “can I trust this agent?” into “can I trust this discipline?” The discipline is text. It is reviewable. It is audited at every gate filing through canon citation. The trust question becomes structural rather than situational.

#5.2 Canon citation discipline forces structural reasoning

The council resolves substrate-architectural decisions by citing prior canon documents. Every brief, every memo, every gate filing references the named invariants the decision touches. An agent that proposes work outside the canon’s scope is detectable by the gate at filing time, not at production time. The protocol-layer discipline catches drift that the model layer alone cannot.

#5.3 Sprint SEAL granularity matches principal observation capacity

A principal collaborating with a multi-agent system has finite attention. Surfacing every decision overwhelms; surfacing nothing produces opacity. Sprint SEAL granularity (typically one event every few hours during active delegation) matches the principal’s observable cadence: the principal can review SEAL ceremonies, ratify the sprint, and return attention to other work. Smaller granularity (per-phase, per-LOCK) overwhelms; larger granularity (per-week, per-month) is too coarse to catch drift.

#5.4 The five triggers are exhaustive in observed practice

We have not observed a class of decisions in the active window that fell outside the five triggers and required principal escalation. The triggers were drafted before the delegation window opened; they have held without amendment through the observed sprints. We do not claim they are exhaustive in all possible configurations; we claim only that they have been exhaustive in the observed corpus.

#6. Failure modes and corrections

We document failures observed in the active window and how they were handled.

Multi-hour false-idle event. The composer agent miscounted a sprint’s seal criterion and held active-track work as “all closed” when the brief specified additional phases. Approximately six hours of routing latency accrued before the misreading was discovered. The error was symmetric — both the composer and the gate held the same misreading — which means no protocol-layer observer could catch it; it required principal attention to surface. Correction: the canon was updated to specify the seal criterion as the brief’s enumerated phase count, not active-track close. The correction has held; the false-idle pattern has not recurred.

Brief drift on a phantom function reference. A sprint brief cited an operational pipeline by a name that did not exist in the codebase. The pre-build reality-check memo caught the citation drift before any code was written; no production effect resulted. This is the named threat shape label-without-import-graph firing as designed. The correction was at memo stage; the brief was corrected and the build proceeded.

Operator-deploy boundary completed under partial pause. During one window, a council agent finished a follow-up patch that closed a build gap after a principal pause directive had been issued. Strict reading of the directive said the agent should have stood down; charitable reading said the agent closed work past the no-return point. Correction: the canon was updated to specify that pause directives override in-flight follow-ups even at no-return cost; the principal’s authority is the boundary, not the council’s judgment of what is recoverable.

The general pattern: when the discipline produces a failure, the canon is updated to specify the discipline more tightly. The vocabulary of named threat shapes (Mumega 200.002) catches the structural recurrence; the canon update prevents the recurrence at the protocol layer.

#7. Limitations and open problems

The discipline has been observed only on sequential sprint tracks. The council’s coordinator handles one sprint at a time, with the next sprint dispatching only after the prior sprint has sealed. We do not have empirical data on the discipline’s behavior under parallel sprint tracks where the coordinator must concurrently route between two or more sprint contexts. We expect strain at the composer role; we have not tested it.

The discipline has been observed only on a single principal-coordinator pairing. We do not have empirical data on the discipline’s behavior with multiple principals (e.g., a council operating on behalf of a tenant whose admin team has multiple humans authorized to ratify). The five-trigger structure is principal-singular by design; multi-principal extension is forward work.

The discipline depends on the canon being up-to-date with the council’s actual operating practice. When practice drifts ahead of canon (e.g., the council adopts a new pattern that has not yet been written into canon), the discipline weakens. The protocol-layer enforcement is canon-citation; canon that does not exist cannot be cited. We treat canon-update latency as a discipline metric and watch it.

The discipline does not solve the question of when to grant the delegation in the first place. The principal must judge that the council’s discipline is mature enough to operate under bounded authority before granting the authority. We do not have a formal answer to this question; we have an empirical answer that the discipline reaches sufficient maturity after approximately a dozen sprints of supervised operation, but this is not a generalizable claim.

#8. Conclusion

Council-mode autonomous delegation is an operating discipline that grants bounded authority to a coordinator agent through five enumerated trigger conditions for principal escalation. The discipline has been observed across consecutive production sprints with zero principal interventions over the active window, four to five sprints sealed on first submission, and zero cumulative production-breaking failures.

The structural claim is that bounded authority is more delegable than unbounded authority because the boundary is reviewable. The empirical claim is that the discipline sustains under measurement. The forward claim, not yet measured, is that the discipline generalizes to other multi-agent coordination contexts where similar boundedness can be specified.

We publish the canon, the operating record, and the failure-mode analysis. The discipline is text and can be adopted by other multi-agent systems that face the same coordination problem. We expect the discipline to evolve as additional sprints accumulate and as the canon is tightened around observed failure modes.

Companion to Mumega 200.001 — Audit-Gated Discipline (the methodology paper) and Mumega 200.002 — Threat-Shape Vocabulary (the protocol-layer learning mechanism). The council-mode canon and the operating record are available in the public Mumega repository.