---

name: managing-omega-sprints description: Orchestrates AI-native sprint management with autonomous agent coordination and continuous delivery. Use when running development sprints with AI agent teams or coordinating parallel task execution. category: omega triggers:

• omega sprint
• sprint planning
• AI team management
• agent orchestration

---

Managing Omega Sprints

Execute AI-native sprint management with autonomous agent orchestration, intelligent task routing, and continuous delivery cycles.

Quick Start

Copy# 1. Define sprint vision
Vision:
  Objective: "Implement OAuth2 authentication"
  Success: ["3 providers", "95% completion rate", "OWASP compliant"]

# 2. Break into agent-executable tasks
Tasks:
  - { id: "types", agent: "architect", tokens: 5K }
  - { id: "google-oauth", agent: "fullstack", tokens: 8K, depends: ["types"] }
  - { id: "tests", agent: "tester", tokens: 6K, depends: ["google-oauth"] }

# 3. Execute with autonomy level
Execution:
  Autonomy: "semi-auto"
  Checkpoints: ["phase-complete", "error-threshold"]
  QualityGates: ["coverage > 80%", "no-critical-bugs"]

Features

Common Patterns

Sprint Lifecycle

CopyVISION ──> PLAN ──> EXECUTE ──> DELIVER ──> RETROSPECT
   │         │         │           │             │
   ▼         ▼         ▼           ▼             ▼
 Define   Break into  Agents    Ship to      Learn and
 success  agent-ready  work    production    improve
 criteria   tasks    parallel

Vision Definition

Copyinterface SprintVision {
  objective: string;
  businessValue: string;
  successCriteria: SuccessCriterion[];
  scope: {
    included: string[];
    excluded: string[];
    risks: Risk[];
  };
  qualityGates: QualityGate[];
}

const vision: SprintVision = {
  objective: "Implement user authentication with OAuth2",
  businessValue: "Reduce signup friction by 60%",
  successCriteria: [
    { metric: "OAuth providers", target: 3 },
    { metric: "Auth completion rate", target: "95%" },
    { metric: "Security audit", target: "OWASP compliant" }
  ],
  qualityGates: [
    { type: 'coverage', threshold: 80 },
    { type: 'security-scan', threshold: 'no-critical' }
  ]
};

Task Breakdown

Copyinterface SprintTask {
  id: string;
  title: string;
  type: 'feature' | 'bugfix' | 'test' | 'docs';
  priority: 'critical' | 'high' | 'medium';
  estimatedTokens: number;
  dependencies: string[];
  suggestedAgent: AgentType;
  acceptanceCriteria: string[];
}

// Layer-based breakdown
const tasks = [
  // Layer 1: Foundation
  { id: 'types', title: 'Define TypeScript interfaces', agent: 'architect' },
  { id: 'schema', title: 'Create DB migrations', depends: ['types'] },

  // Layer 2: Implementation (parallel)
  { id: 'google', title: 'Google OAuth', depends: ['types'] },
  { id: 'github', title: 'GitHub OAuth', depends: ['types'] },

  // Layer 3: Quality
  { id: 'tests', title: 'Integration tests', depends: ['google', 'github'] }
];

Agent Routing

Copytype AgentType = 'architect' | 'fullstack' | 'debugger' | 'tester' | 'reviewer';

const routingRules: Record<TaskType, AgentType[]> = {
  feature: ['fullstack', 'frontend', 'backend'],
  bugfix: ['debugger', 'fullstack'],
  test: ['tester'],
  docs: ['docs-manager'],
  research: ['oracle', 'architect']
};

// Scoring algorithm
function calculateFitScore(agent: Agent, task: Task): number {
  let score = 0;
  score += capabilityMatch * 40;      // Core capabilities
  score += specializationMatch * 30;   // Domain expertise
  score += (1 - loadFactor) * 20;      // Availability
  score += hasContext ? 10 : 0;        // Context continuity
  return score;
}

Autonomy Levels

Copyconst autonomyConfigs = {
  'full-auto': {
    checkpoints: [{ trigger: 'phase-complete', action: 'notify' }],
    approvalRequired: ['production-deploy']
  },
  'semi-auto': {
    checkpoints: [
      { trigger: 'task-complete', action: 'notify' },
      { trigger: 'phase-complete', action: 'review', timeout: 3600 }
    ],
    approvalRequired: ['merge-to-main', 'production-deploy']
  },
  'supervised': {
    checkpoints: [{ trigger: 'task-complete', action: 'review' }],
    approvalRequired: ['all-merges', 'all-deploys']
  }
};

Sprint Metrics

Copyinterface SprintMetrics {
  velocity: { completed: number; planned: number; ratio: number };
  quality: { bugs: number; coverage: number; score: number };
  efficiency: { totalTokens: number; parallelization: number };
  agents: Map<AgentType, { tasks: number; efficiency: number }>;
}

// Dashboard template
`
SPRINT DASHBOARD: ${name}
────────────────────────────────────
PROGRESS         QUALITY         AGENTS
████████░░ 80%   Coverage: 87%   arch: idle
24/30 tasks      Bugs: 2         dev-1: working
                 Security: OK    tester: queued
`

Retrospective Framework

Copy## Sprint Retrospective

### Summary
- Velocity: X/Y tasks (Z%)
- Quality: Coverage %, Bugs introduced
- Efficiency: Tokens used, Parallelization ratio

### What Went Well
1. [Success] - Why it worked - How to replicate

### What Could Improve
1. [Challenge] - Root cause - Proposed solution

### Action Items
| Action | Priority | Owner |
|--------|----------|-------|
| [Action] | High | [Agent] |

### Learnings to Encode
- [Pattern to add to agent prompts]

Best Practices