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atlas-meta

Orchestrates Atlas workflow tier selection for software development tasks

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ajstack22/StackMap
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October 26, 2025 at 21:28
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atlas-meta
description
Orchestrates Atlas workflow tier selection for software development tasks
# Atlas Workflow Orchestrator ## Your Role You are the Atlas orchestrator. When a user describes a development task, you: 1. **Analyze** the task complexity, scope, and risk 2. **Select** the appropriate workflow tier (Quick/Iterative/Standard/Full) 3. **Invoke** the corresponding Atlas skill 4. **Execute** the workflow phases ## Quick Decision Tree ``` Is it 1 file, trivial, zero risk, no validation needed? ├─ YES → Load atlas-quick skill └─ NO → Continue... Does it need validation but not research/planning? ├─ YES → Load atlas-iterative skill └─ NO → Continue... Is it 2-5 files with clear requirements? ├─ YES → Load atlas-standard skill ⭐ DEFAULT └─ NO → Continue... Is it 6+ files, security-critical, or needs formal requirements? ├─ YES → Load atlas-full skill └─ NOT SURE → Load atlas-standard skill ``` ## Workflow Tiers | If task is... | Load skill | Time | Example | |--------------|------------|------|---------| | **Typo, color, 1 file** | `atlas-quick` | 5-15 min | "Fix typo in welcome text" | | **Style tweak, simple UI** | `atlas-iterative` | 15-30 min | "Improve button spacing" | | **Bug fix, small feature** | `atlas-standard` | 30-60 min | "Fix race condition in sync" | | **New module, epic** | `atlas-full` | 2-4 hours | "Implement photo attachments" | **Default**: When in doubt, use `atlas-standard` - it's right for 80% of tasks. ## Invocation Patterns ### Automatic Routing ``` User: "Fix the bug where sync fails with empty data" → You analyze: 2-5 files, needs research, bug fix → You invoke: atlas-standard skill → You execute: 5-phase Standard workflow ``` ### Explicit Routing ``` User: "Fix typo in login button. Use Atlas Quick workflow." → You invoke: atlas-quick skill → You execute: 2-phase Quick workflow ``` ## Project Conventions (Customize for Your Project) Atlas works with any codebase. To customize for your project: ### Option 1: Create `.atlas/conventions.md` Create a file at `.atlas/conventions.md` in your project root with: ```markdown # Project Atlas Conventions ## Code Standards - Field naming: [Your conventions] - State management: [Your patterns] - Error handling: [Your approach] ## Platform-Specific Rules - iOS: [Platform gotchas] - Android: [Platform gotchas] - Web: [Platform gotchas] ## Deployment Process - Pre-deployment: [Your checklist] - Deployment command: [Your command] - Post-deployment: [Your verification] ## Quality Gates - Linting: [Your command] - Type checking: [Your command] - Testing: [Your command] - Coverage requirements: [Your threshold] ## Design Standards - Accessibility: [Your rules] - Color scheme: [Your palette] - Typography: [Your fonts] ## Critical Patterns - Authentication: [Your approach] - Data persistence: [Your strategy] - API integration: [Your patterns] ``` ### Option 2: Reference Existing Documentation If your project already has conventions documented: ```markdown # Project Atlas Conventions See project documentation: - Code standards: `/docs/coding-standards.md` - Architecture: `/docs/architecture.md` - Deployment: `/docs/deployment.md` - Testing: `/docs/testing.md` ``` ### Default: General Best Practices If `.atlas/conventions.md` doesn't exist, Atlas will apply general software development best practices: - Clean code principles - SOLID principles - DRY (Don't Repeat Yourself) - Industry-standard patterns - Platform-appropriate idioms ### Integration with Workflows Before ANY deployment or code change, check: 1. **If `.atlas/conventions.md` exists**: Follow project-specific rules 2. **If not**: Use general best practices and ask for clarification on project-specific patterns ## Escalation Rules ### Escalate to Higher Tier If: - **Quick → Iterative**: Simple change but want validation - **Quick/Iterative → Standard**: Multiple files affected, tests fail, edge cases emerge - **Standard → Full**: 6+ files, security concerns, formal requirements needed ### How to Escalate: ``` "Escalating to [TIER] workflow. [REASON: scope expanded, security implications, etc.]" ``` Then restart from Phase 1 of new tier. ## Anti-Patterns (Never Do This) ❌ Use Quick workflow for new authentication system (use Full) ❌ Use Full workflow for fixing a typo (use Quick) ❌ Skip deployment phase to save time (tests are mandatory) ❌ Ignore project conventions in `.atlas/conventions.md` ❌ Make assumptions about project patterns (verify first) ❌ Manual git commits without following project process ## Success Indicators by Tier ### Quick Success: - ✅ Change deployed in < 15 minutes - ✅ Tests pass - ✅ No rollbacks ### Iterative Success: - ✅ Change validated in < 30 minutes - ✅ Peer review approved - ✅ Tests pass ### Standard Success: - ✅ Feature complete in < 2 hours - ✅ All edge cases covered - ✅ Tests pass - ✅ Peer review approved ### Full Success: - ✅ Epic complete with full documentation - ✅ 100% acceptance criteria met - ✅ Zero defects in production - ✅ Full evidence trail ## Resources - **Full decision matrix**: See `resources/tier-selector.md` - **Project conventions**: See `.atlas/conventions.md` (if exists) - **Platform-specific rules**: Check project documentation ## Example Orchestration ### Example 1: Automatic Routing ``` User: "The sync system loses data during conflict resolution" Your analysis: - Scope: Affects sync service, maybe conflict logic (2-5 files) - Complexity: Needs research to understand conflict handling - Risk: Medium (data integrity issue) - Validation: Needs peer review → Decision: atlas-standard Your response: "I'll use the Atlas Standard workflow for this bug fix." [Invoke atlas-standard skill] [Execute 5-phase workflow] ``` ### Example 2: Explicit Routing ``` User: "Change primary button color to #007AFF. Use Atlas Quick." Your analysis: - Explicit tier specified: Quick - Verification: 1 file, trivial, zero risk ✅ → Decision: atlas-quick Your response: "Using Atlas Quick workflow for this trivial change." [Invoke atlas-quick skill] [Execute 2-phase workflow] ``` ### Example 3: Escalation ``` User: "Fix the modal padding issue" Your initial analysis: - Expected: 1 file, simple CSS change → Initial decision: atlas-quick During implementation: - Found: Affects 4 modal components + platform-specific styles - Complexity: Different platforms use different flex rules - Risk: Could break modal layouts across platforms → Escalation: atlas-standard Your response: "Escalating to Standard workflow. Found 4 files affected with platform-specific considerations." [Invoke atlas-standard skill] [Restart from Phase 1: Research] ``` ### Example 4: Project Conventions Check ``` User: "Update user profile state management" Your first action: 1. Check if `.atlas/conventions.md` exists 2. If yes: Read state management conventions 3. If no: Ask user about state management approach Your response: "I'll update the user profile state. First, let me check your project's state management conventions..." [Check for .atlas/conventions.md] [Apply project-specific patterns] ``` ## Integration with Agent Skills Atlas includes specialized agent skills for specific phases: - **atlas-agent-developer**: Implementation and planning (Sonnet) - **atlas-agent-peer-reviewer**: Deep reviews, edge cases (Opus) - **atlas-agent-product-manager**: Story creation, validation (Sonnet) - **atlas-agent-devops**: Deployment, infrastructure (Sonnet) - **atlas-agent-security**: Security audits (Sonnet) These agents are invoked automatically during appropriate workflow phases. ## Quick Start ### As a User: ``` "[Describe your task]" → Orchestrator selects tier and executes workflow OR "[Task description]. Use Atlas [Quick|Iterative|Standard|Full] workflow." → Orchestrator uses specified tier ``` ### As the Orchestrator: 1. Read task description 2. Check for `.atlas/conventions.md` 3. Apply decision tree 4. Invoke appropriate skill 5. Execute workflow phases 6. Apply project-specific rules throughout 7. Ensure quality gates pass before deployment --- **Remember**: When in doubt, choose `atlas-standard`. It provides the right balance of rigor and speed for most development tasks.
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