- Reorganize content into logical sections: Core Framework, Tool Specifications, Decision Matrix, Workflow Integration, Usage Patterns - Add structured prompt templates with PURPOSE|TASK|EXPECTED format for both Gemini and Codex - Consolidate redundant sections while preserving all unique content - Reduce file size by 13% (221→193 lines) through better organization - Enhance workflow integration rules with mandatory planning process - Improve decision matrix with task categorization and frequency guidelines 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>
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Workflow Architecture
Overview
This document defines the complete workflow system architecture using a JSON-only data model, marker-based session management, and unified file structure with dynamic task decomposition.
Core Architecture
JSON-Only Data Model
JSON files (.task/IMPL-*.json) are the only authoritative source of task state. All markdown documents are read-only generated views.
- Task State: Stored exclusively in JSON files
- Documents: Generated on-demand from JSON data
- No Synchronization: Eliminates bidirectional sync complexity
- Performance: Direct JSON access without parsing overhead
Key Design Decisions
- JSON files are the single source of truth - All markdown documents are read-only generated views
- Marker files for session tracking - Ultra-simple active session management
- Unified file structure definition - Same structure template for all workflows, created on-demand
- Dynamic task decomposition - Subtasks created as needed during execution
- On-demand file creation - Directories and files created only when required
- Agent-agnostic task definitions - Complete context preserved for autonomous execution
Session Management
Active Session Marker System
Ultra-Simple Active Tracking: .workflow/.active-[session-name]
.workflow/
├── WFS-oauth-integration/ # Session directory (paused)
├── WFS-user-profile/ # Session directory (paused)
├── WFS-bug-fix-123/ # Session directory (completed)
└── .active-WFS-user-profile # Marker file (indicates active session)
Marker File Benefits:
- Zero Parsing: File existence check is atomic and instant
- Atomic Operations: File creation/deletion is naturally atomic
- Visual Discovery:
ls .workflow/.active-*shows active session immediately - Simple Switching: Delete old marker + create new marker = session switch
Session Operations
Detect Active Session
active_session=$(find .workflow -name ".active-*" | head -1)
if [ -n "$active_session" ]; then
session_name=$(basename "$active_session" | sed 's/^\.active-//')
echo "Active session: $session_name"
fi
Switch Session
find .workflow -name ".active-*" -delete && touch .workflow/.active-WFS-new-feature
Session State Tracking
Each session directory contains workflow-session.json:
{
"session_id": "WFS-[topic-slug]",
"project": "feature description",
"type": "simple|medium|complex",
"current_phase": "PLAN|IMPLEMENT|REVIEW",
"status": "active|paused|completed",
"progress": {
"completed_phases": ["PLAN"],
"current_tasks": ["IMPL-1", "IMPL-2"]
}
}
Task System
Hierarchical Task Structure
Maximum Depth: 2 levels (IMPL-N.M format)
IMPL-1 # Main task
IMPL-1.1 # Subtask of IMPL-1 (dynamically created)
IMPL-1.2 # Another subtask of IMPL-1
IMPL-2 # Another main task
IMPL-2.1 # Subtask of IMPL-2 (dynamically created)
Task Status Rules:
- Container tasks: Parent tasks with subtasks (cannot be directly executed)
- Leaf tasks: Only these can be executed directly
- Status inheritance: Parent status derived from subtask completion
Task JSON Schema
All task files use this unified 5-field schema:
{
"id": "IMPL-1.2",
"title": "Implement JWT authentication",
"status": "pending|active|completed|blocked|container",
"meta": {
"type": "feature|bugfix|refactor|test|docs",
"agent": "code-developer|planning-agent|code-review-test-agent"
},
"context": {
"requirements": ["JWT authentication", "OAuth2 support"],
"focus_paths": ["src/auth", "tests/auth", "config/auth.json"],
"acceptance": ["JWT validation works", "OAuth flow complete"],
"parent": "IMPL-1",
"depends_on": ["IMPL-1.1"],
"inherited": {
"from": "IMPL-1",
"context": ["Authentication system design completed"]
},
"shared_context": {
"auth_strategy": "JWT with refresh tokens"
}
},
"flow_control": {
"pre_analysis": [
{
"step": "check_patterns",
"action": "Analyze existing patterns",
"command": "bash(rg 'auth' [focus_paths] | head -10)",
"output_to": "patterns"
},
{
"step": "analyze_architecture",
"action": "Review system architecture",
"command": "~/.claude/scripts/gemini-wrapper -p \"analyze patterns: [patterns]\"",
"output_to": "design"
},
{
"step": "check_deps",
"action": "Check dependencies",
"command": "bash(echo [depends_on] | xargs cat)",
"output_to": "context"
}
],
"implementation_approach": {
"task_description": "Implement JWT authentication following [design]",
"modification_points": [
"Add JWT generation using [parent] patterns",
"Implement validation middleware from [context]"
],
"logic_flow": [
"User login → validate with [inherited] → generate JWT",
"Protected route → extract JWT → validate using [shared] rules"
]
},
"target_files": [
"src/auth/login.ts:handleLogin:75-120",
"src/middleware/auth.ts:validateToken"
]
}
}
Focus Paths & Context Management
Focus Paths Format
The focus_paths field specifies concrete project paths for task implementation:
- Array of strings:
["folder1", "folder2", "specific_file.ts"] - Concrete paths: Use actual directory/file names without wildcards
- Mixed types: Can include both directories and specific files
- Relative paths: From project root (e.g.,
src/auth, not./src/auth)
Flow Control Configuration
The flow_control field manages task execution with two main components:
pre_analysis - Context gathering phase:
- Flexible commands: Supports multiple tool types (see Tool Reference below)
- Step structure: Each step has
step,action,commandfields - Variable accumulation: Steps can reference previous outputs via
[variable_name] - Error handling:
skip_optional,fail,retry_once,manual_intervention
implementation_approach - Implementation definition:
- task_description: Comprehensive implementation description
- modification_points: Specific code modification targets
- logic_flow: Business logic execution sequence
- target_files: Target file list in
file:function:linesformat
Tool Reference
Command Types Available:
- Gemini CLI:
~/.claude/scripts/gemini-wrapper -p "prompt" - Codex CLI:
codex --full-auto exec "task" -s danger-full-access - Built-in Tools:
grep(pattern),glob(pattern),search(query) - Bash Commands:
bash(rg 'pattern' src/),bash(find . -name "*.ts")
Variable System & Context Flow
Flow Control Variables: Use [variable_name] format for dynamic content:
- Step outputs:
[step_output_name]- Reference any pre_analysis step output - Task properties:
[task_property]- Reference any task context field - Previous results:
[analysis_result]- Reference accumulated context - Commands: All commands wrapped with appropriate error handling
Context Accumulation Process:
- Structure Analysis:
get_modules_by_depth.sh→ project hierarchy - Pattern Analysis: Tool-specific commands → existing patterns
- Dependency Mapping: Previous task summaries → inheritance context
- Task Context Generation: Combined analysis → task.context fields
Context Inheritance Rules:
- Parent → Child: Container tasks pass context via
context.inherited - Dependency → Dependent: Previous task summaries via
context.depends_on - Session → Task: Global session context included in all tasks
- Module → Feature: Module patterns inform feature implementation
Task Validation Rules
- ID Uniqueness: All task IDs must be unique
- Hierarchical Format: Must follow IMPL-N[.M] pattern (maximum 2 levels)
- Parent References: All parent IDs must exist as JSON files
- Status Consistency: Status values from defined enumeration
- Required Fields: All 5 core fields must be present
- Focus Paths Structure: context.focus_paths must contain concrete paths (no wildcards)
- Flow Control Format: pre_analysis must be array with required fields
- Dependency Integrity: All depends_on task IDs must exist as JSON files
Workflow Structure
Unified File Structure
All workflows use the same file structure definition regardless of complexity. Directories and files are created on-demand as needed, not all at once during initialization.
Complete Structure Reference
.workflow/WFS-[topic-slug]/
├── workflow-session.json # Session metadata and state (REQUIRED)
├── [.brainstorming/] # Optional brainstorming phase (created when needed)
├── [.chat/] # CLI interaction sessions (created when analysis is run)
│ ├── chat-*.md # Saved chat sessions
│ └── analysis-*.md # Analysis results
├── IMPL_PLAN.md # Planning document (REQUIRED)
├── TODO_LIST.md # Progress tracking (REQUIRED)
├── [.summaries/] # Task completion summaries (created when tasks complete)
│ ├── IMPL-*-summary.md # Main task summaries
│ └── IMPL-*.*-summary.md # Subtask summaries
└── .task/ # Task definitions (REQUIRED)
├── IMPL-*.json # Main task definitions
└── IMPL-*.*.json # Subtask definitions (created dynamically)
Creation Strategy
- Initial Setup: Create only
workflow-session.json,IMPL_PLAN.md,TODO_LIST.md, and.task/directory - On-Demand Creation: Other directories created when first needed
- Dynamic Files: Subtask JSON files created during task decomposition
File Naming Conventions
Session Identifiers
Format: WFS-[topic-slug]
WFS Prefix Meaning:
WFS= WorkFlow Session- Identifies directories as workflow session containers
- Distinguishes workflow sessions from other project directories
Naming Rules:
- Convert topic to lowercase with hyphens (e.g., "User Auth System" →
WFS-user-auth-system) - Add
-NNNsuffix only if conflicts exist (e.g.,WFS-payment-integration-002) - Maximum length: 50 characters including WFS- prefix
Document Naming
workflow-session.json- Session state (required)IMPL_PLAN.md- Planning document (required)TODO_LIST.md- Progress tracking (auto-generated when needed)- Chat sessions:
chat-analysis-*.md - Task summaries:
IMPL-[task-id]-summary.md
Document Templates
TODO_LIST.md Template
# Tasks: [Session Topic]
## Task Progress
▸ **IMPL-001**: [Main Task Group] → [📋](./.task/IMPL-001.json)
- [ ] **IMPL-001.1**: [Subtask] → [📋](./.task/IMPL-001.1.json)
- [x] **IMPL-001.2**: [Subtask] → [📋](./.task/IMPL-001.2.json) | [✅](./.summaries/IMPL-001.2-summary.md)
- [x] **IMPL-002**: [Simple Task] → [📋](./.task/IMPL-002.json) | [✅](./.summaries/IMPL-002-summary.md)
## Status Legend
- `▸` = Container task (has subtasks)
- `- [ ]` = Pending leaf task
- `- [x]` = Completed leaf task
- Maximum 2 levels: Main tasks and subtasks only
Operations Guide
Session Management
# Create minimal required structure
mkdir -p .workflow/WFS-topic-slug/.task
echo '{"session_id":"WFS-topic-slug",...}' > .workflow/WFS-topic-slug/workflow-session.json
echo '# Implementation Plan' > .workflow/WFS-topic-slug/IMPL_PLAN.md
echo '# Tasks' > .workflow/WFS-topic-slug/TODO_LIST.md
Task Operations
# Create task
echo '{"id":"IMPL-1","title":"New task",...}' > .task/IMPL-1.json
# Update task status
jq '.status = "active"' .task/IMPL-1.json > temp && mv temp .task/IMPL-1.json
# Generate TODO list from JSON state
generate_todo_list_from_json .task/
Directory Creation (On-Demand)
mkdir -p .brainstorming # When brainstorming is initiated
mkdir -p .chat # When analysis commands are run
mkdir -p .summaries # When first task completes
Session Consistency Checks & Recovery
# Validate active session integrity
active_marker=$(find .workflow -name ".active-*" | head -1)
if [ -n "$active_marker" ]; then
session_name=$(basename "$active_marker" | sed 's/^\.active-//')
session_dir=".workflow/$session_name"
if [ ! -d "$session_dir" ]; then
echo "⚠️ Orphaned active marker, removing..."
rm "$active_marker"
fi
fi
Recovery Strategies:
- Missing Session Directory: Remove orphaned active marker
- Multiple Active Markers: Keep newest, remove others
- Corrupted Session File: Recreate from template
- Broken Task Hierarchy: Reconstruct parent-child relationships
Complexity Classification
Task Complexity Rules
Complexity is determined by task count and decomposition needs:
| Complexity | Task Count | Hierarchy Depth | Decomposition Behavior |
|---|---|---|---|
| Simple | <5 tasks | 1 level (IMPL-N) | Direct execution, minimal decomposition |
| Medium | 5-15 tasks | 2 levels (IMPL-N.M) | Moderate decomposition, context coordination |
| Complex | >15 tasks | 2 levels (IMPL-N.M) | Frequent decomposition, multi-agent orchestration |
Workflow Characteristics & Tool Guidance
Simple Workflows
- Examples: Bug fixes, small feature additions, configuration changes
- Task Decomposition: Usually single-level tasks, minimal breakdown needed
- Agent Coordination: Direct execution without complex orchestration
- Tool Strategy:
bash()commands,grep()for pattern matching
Medium Workflows
- Examples: New features, API endpoints with integration, database schema changes
- Task Decomposition: Two-level hierarchy when decomposition is needed
- Agent Coordination: Context coordination between related tasks
- Tool Strategy:
gemini-wrapperfor pattern analysis,codex --full-autofor implementation
Complex Workflows
- Examples: Major features, architecture refactoring, security implementations, multi-service deployments
- Task Decomposition: Frequent use of two-level hierarchy with dynamic subtask creation
- Agent Coordination: Multi-agent orchestration with deep context analysis
- Tool Strategy:
gemini-wrapperfor architecture analysis,codex --full-autofor complex problem solving,bash()commands for flexible analysis
Assessment & Upgrades
- During Creation: System evaluates requirements and assigns complexity
- During Execution: Can upgrade (Simple→Medium→Complex) but never downgrade
- Override Allowed: Users can specify higher complexity manually
Agent Integration
Agent Assignment
Based on task type and title keywords:
- Planning tasks → planning-agent
- Implementation → code-developer
- Testing → code-review-test-agent
- Review → review-agent
Execution Context
Agents receive complete task JSON plus workflow context:
{
"task": { /* complete task JSON */ },
"workflow": {
"session": "WFS-user-auth",
"phase": "IMPLEMENT"
}
}