Experimental

Run-to-Done

A production runner where Agent Teams execute from request to completion. The system advances through requirements, planning, execution, verification, repair, delivery, and evidence. On failure, it loops back and converges instead of stopping mid-process.

Execution Atlas

One Request,
Full Completion Graph

S-1

Requirements

S-2

Plan

S-3

Execute

S-4

Verify

S-5

Repair

S-6

Deliver

S-7

Evidence

Responsibility Matrix

Governance by
Risk and Action

Research
External Action
Data Access
Delivery

Low Risk

Auto Continue

Medium Risk

Conditional Gate

High Risk

Human Approval

Convergence Twin

Repair Loops Until
Done Definition Passes

Dynamic Repair Workflow

Cycle 1

While Loop GenerationStartInitializeVariablesConditionCheckEndExecute LoopBodyUpdateVariablesFalseTrue

Current Verdict

Verifier rejected: missing policy evidence

Risk Pulse

high

Loop Rule

If verify fails, route to repair and re-plan automatically.

Median Cycles

2.3

Gate Escalations

18%

Rollback Ready

100%

Pure Workflow with Loop Structure

1) Start: intake and normalize request
2) Initialize Variables: done_definition, risk_budget, retry_count, gates
3) Condition Check: done_definition_satisfied?
4) If FALSE: route to End (deliver + evidence + close)
5) If TRUE: execute loop body (plan -> execute -> verify -> classify failure)
6) Update Variables: retry_count++, patch constraints, refresh evidence state
7) Return to Condition Check
8) Exit rules: pass, max attempts reached, budget exhausted, policy denied, deadline breached

RUN PROGRESS × VITAL HEARTBEAT

Why Runs Complete, Not Just Start.

Runが「始まる」だけでなく「完走する」理由。

OVERALL PROGRESS0%
S-1Requirements要件定義
0%
S-2Plan計画
0%
S-3Execute実行
0%
S-4Verify検証
0%
S-5Repair修復
0%
S-6Deliver納品
0%
S-7Evidence証跡
0%

Requirements 要件定義 phase active

MARIA VITAL
Heartbeat
0.95

Agentの周期的活動信号

I/O Flow
0.88

入力→処理→出力の継続性

Decision Quality
0.92

基準に対する判断精度

Recovery Potential
0.97

自己回復か人間エスカレーションか

VITAL × Run-to-Done

Heartbeat低下 自動修復 / モデル切替 判断品質劣化 Repairフェーズへループバック 回復不能 人間エスカレーション + 証跡保全

WHY RUNS COMPLETE / Runが完走する理由

Done Definition satisfied — all criteria pass

Done Definitionが全基準を満たした

Convergence loop — repair cycles narrow failures to zero

修復ループが失敗をゼロに収束させた

VITAL Heartbeat — continuous health monitoring prevents zombie runs

VITAL Heartbeatが継続監視しゾンビRunを防止

Budget / Deadline gate — graceful exit with partial evidence

予算/期限ゲートで証跡付き正常終了

Max retry exhausted — auto-escalate to human with full context

最大リトライ到達でコンテキスト付き人間エスカレーション

Request Input
Agent Team Cabinet

Team cabinet appears after job creation.

Production Pipeline

0%

Requirements
Planning
Execution
Verification
Repair
Delivery
Evidence