# Sprint Plan: CS- Orchestrator Framework Implementation

**Sprint:** sprint-11-06-2025
**Duration:** 5 working days (November 6-10, 2025)
**Target Completion:** Day 5 (November 10) with Day 5 as buffer
**Last Updated:** November 6, 2025

---

## 📊 Sprint Progress

```
Day 1: Foundation (cs-orchestrator + routing + commands) 🔄 IN PROGRESS
Day 2: Multi-Agent Coordination (sequential + parallel) ⏸️ PENDING
Day 3: Token Optimization (caching + AI routing) ⏸️ PENDING
Day 4: Documentation & Testing (guides + validation) ⏸️ PENDING
Day 5: Integration & Buffer (final testing + PR) ⏸️ PENDING

Issues Closed: 0/12 (0%)
Tasks Complete: 0/29 (0%)
```

---

## Sprint Execution Strategy

### Critical Path (Must Complete in Sequence)

```
Day 1: Foundation (cs-orchestrator, routing, commands)
  ↓
Day 2: Coordination (sequential handoffs, parallel execution)
  ↓
Day 3: Optimization (caching, AI routing)
  ↓
Day 4: Documentation (guides, testing)
  ↓
Day 5: Integration (final validation, PR)
```

### Work Distribution

- **Sequential Work:** Days 1-3 (core features build on each other)
- **Parallel Work:** Day 4 (docs can be written simultaneously)
- **Final Integration:** Day 5 (testing, validation, PR)

---

## Day 1: Foundation (November 6, 2025)

**Goal:** Create cs-orchestrator agent, implement basic routing, wire up 5 existing agents with task-based commands

**Status:** 🔄 IN PROGRESS

### Morning Session (3 hours)

#### Task 1.1: Create Sprint Documentation
**GitHub Issue:** [#1 - Create sprint-11-06-2025 planning documents](#)
**Estimated Time:** 45 minutes
**Priority:** P1 - HIGH

**Steps:**
```bash
# Create sprint directory
mkdir -p documentation/delivery/sprint-11-06-2025

# Create core files (using templates)
# - context.md (239 lines: strategic context, goals, risks)
# - plan.md (900+ lines: this file)
# - PROGRESS.md (558+ lines: auto-updating tracker)
```

**Acceptance Criteria:**
- [x] Directory created: documentation/delivery/sprint-11-06-2025/
- [x] context.md complete (strategic context, goals, success criteria, risks)
- [ ] plan.md complete (day-by-day task breakdown)
- [ ] PROGRESS.md complete (auto-updating progress tracker)

**Deliverable:** Sprint documentation structure
**Completed:** In Progress
**Issue:** #1 🔄

---

#### Task 1.2: Create GitHub Milestone
**GitHub Issue:** [Part of #1](#)
**Estimated Time:** 15 minutes
**Priority:** P1 - HIGH

**Steps:**
```bash
# Create milestone via GitHub API
gh api repos/alirezarezvani/claude-code-skills/milestones \
  -f title="CS- Orchestrator Framework v1.0" \
  -f description="All-in-One orchestration system with task-based commands, multi-agent coordination, token optimization, and comprehensive documentation. Sprint: sprint-11-06-2025" \
  -f due_on="2025-11-10T23:59:59Z" \
  -f state="open"

# Get milestone number for issue creation
gh api repos/alirezarezvani/claude-code-skills/milestones | jq '.[] | select(.title=="CS- Orchestrator Framework v1.0") | .number'
# Save this number as MILESTONE_NUMBER
```

**Acceptance Criteria:**
- [ ] Milestone created with title "CS- Orchestrator Framework v1.0"
- [ ] Due date set to November 10, 2025
- [ ] Milestone number retrieved for issue linking

**Deliverable:** GitHub milestone
**Completed:**
**Issue:** #1 🔄

---

#### Task 1.3: Create 12 GitHub Issues
**GitHub Issue:** [Part of #1](#)
**Estimated Time:** 60 minutes
**Priority:** P1 - HIGH

**Steps:**
```bash
# Get milestone number from previous task
MILESTONE_NUM=$(gh api repos/alirezarezvani/claude-code-skills/milestones | jq '.[] | select(.title=="CS- Orchestrator Framework v1.0") | .number')

# Issue #1: Create sprint planning documents
gh issue create \
  --title "[sprint-11-06-2025] Create sprint planning documents" \
  --body "## Description
Create complete sprint documentation structure for sprint-11-06-2025.

## Tasks
- [x] Create context.md with strategic context
- [ ] Create plan.md with day-by-day breakdown
- [ ] Create PROGRESS.md for auto-updating
- [ ] Create GitHub milestone
- [ ] Create all 12 issues

## Acceptance Criteria
- All 3 markdown files created
- Milestone created and linked
- All issues created with labels

## Sprint: sprint-11-06-2025
## Day: 1" \
  --label "status:in-progress,P1,domain:documentation,type:setup" \
  --milestone "$MILESTONE_NUM"

# Issue #2: Implement cs-orchestrator agent
gh issue create \
  --title "[sprint-11-06-2025] Implement cs-orchestrator agent" \
  --body "## Description
Create the core cs-orchestrator agent with hybrid routing (rule-based + AI-based).

## Tasks
- [ ] Create agents/orchestrator/cs-orchestrator.md
- [ ] Add YAML frontmatter (name, description, skills, domain, model, tools)
- [ ] Write Purpose section
- [ ] Document Skill Integration
- [ ] Create 3+ workflows
- [ ] Add integration examples
- [ ] Document success metrics

## Acceptance Criteria
- Agent file created (320+ lines)
- YAML frontmatter complete
- 3+ workflows documented
- Integration examples with code snippets
- Success metrics defined

## Sprint: sprint-11-06-2025
## Day: 1" \
  --label "status:backlog,P0,domain:agents,type:feature" \
  --milestone "$MILESTONE_NUM"

# Issue #3: Create core slash commands system
gh issue create \
  --title "[sprint-11-06-2025] Create core slash commands system (10 commands)" \
  --body "## Description
Implement task-based slash commands that route to appropriate cs- agents.

## Tasks
- [ ] Create commands/README.md (command guide)
- [ ] Create commands/content/write-blog.md
- [ ] Create commands/content/analyze-seo.md
- [ ] Create commands/marketing/plan-campaign.md
- [ ] Create commands/marketing/calculate-cac.md
- [ ] Create commands/product/prioritize-features.md
- [ ] Create commands/product/create-roadmap.md
- [ ] Create commands/executive/strategic-decision.md
- [ ] Create commands/executive/tech-decision.md
- [ ] Test routing accuracy (95%+ target)

## Acceptance Criteria
- 10 commands created
- All route to correct agents
- README with command guide
- Routing accuracy 95%+

## Sprint: sprint-11-06-2025
## Day: 1" \
  --label "status:backlog,P1,domain:agents,type:feature" \
  --milestone "$MILESTONE_NUM"

# Issue #4: Implement sequential handoff pattern
gh issue create \
  --title "[sprint-11-06-2025] Implement sequential handoff pattern" \
  --body "## Description
Enable multi-agent workflows with sequential handoffs.

## Tasks
- [ ] Create orchestrator/coordination-patterns.yaml
- [ ] Implement demand-gen → content-creator workflow
- [ ] Create handoff templates
- [ ] Test campaign planning workflow
- [ ] Validate handoff completeness

## Acceptance Criteria
- coordination-patterns.yaml created
- Sequential handoff working
- Campaign workflow end-to-end tested
- Handoff templates functional

## Sprint: sprint-11-06-2025
## Day: 2" \
  --label "status:backlog,P1,domain:agents,type:feature" \
  --milestone "$MILESTONE_NUM"

# Issue #5: Implement parallel consultation pattern
gh issue create \
  --title "[sprint-11-06-2025] Implement parallel consultation pattern" \
  --body "## Description
Enable multi-agent parallel execution for strategic decisions.

## Tasks
- [ ] Implement parallel launch (ceo-advisor + cto-advisor)
- [ ] Add process monitoring
- [ ] Create synthesis logic
- [ ] Test strategic decision workflow
- [ ] Validate process count <30

## Acceptance Criteria
- Parallel execution working (2 agents)
- Process monitoring active
- Strategic decision workflow tested
- Process count stays <30

## Sprint: sprint-11-06-2025
## Day: 2" \
  --label "status:backlog,P1,domain:agents,type:feature" \
  --milestone "$MILESTONE_NUM"

# Issue #6: Create quality gates (Layer 1 & 2)
gh issue create \
  --title "[sprint-11-06-2025] Create quality gates (Layer 1 & 2)" \
  --body "## Description
Implement validation layers for skill outputs.

## Tasks
- [ ] Create orchestrator/quality-standards.yaml
- [ ] Implement PostToolUse validation (Layer 1)
- [ ] Implement SubagentStop validation (Layer 2)
- [ ] Test non-overlapping validation
- [ ] Verify no infinite loops

## Acceptance Criteria
- quality-standards.yaml created
- Layer 1 and 2 implemented
- No validation loops
- All validations <5s

## Sprint: sprint-11-06-2025
## Day: 2" \
  --label "status:backlog,P1,domain:agents,type:feature" \
  --milestone "$MILESTONE_NUM"

# Issue #7: Implement prompt caching architecture
gh issue create \
  --title "[sprint-11-06-2025] Implement prompt caching architecture" \
  --body "## Description
Optimize token usage with prompt caching (target 75%+ cache hit rate).

## Tasks
- [ ] Design static prefix (agent frontmatter, routing rules)
- [ ] Design dynamic suffix (user request, parameters)
- [ ] Implement caching in orchestrator
- [ ] Measure cache hit rate
- [ ] Tune for 75%+ cache hit

## Acceptance Criteria
- Caching architecture implemented
- Cache hit rate 75%+
- Token usage measured
- Documentation updated

## Sprint: sprint-11-06-2025
## Day: 3" \
  --label "status:backlog,P0,domain:agents,type:enhancement" \
  --milestone "$MILESTONE_NUM"

# Issue #8: Add conditional context loading
gh issue create \
  --title "[sprint-11-06-2025] Add conditional context loading" \
  --body "## Description
Implement role-based context loading to reduce token usage.

## Tasks
- [ ] Define role-based loading rules (strategic vs execution)
- [ ] Implement conditional reading in orchestrator
- [ ] Test with strategic agents (full context)
- [ ] Test with execution agents (section-specific)
- [ ] Measure token reduction

## Acceptance Criteria
- Role-based loading implemented
- Strategic agents: full context load
- Execution agents: section-specific load
- Token usage reduced 20%+

## Sprint: sprint-11-06-2025
## Day: 3" \
  --label "status:backlog,P1,domain:agents,type:enhancement" \
  --milestone "$MILESTONE_NUM"

# Issue #9: Implement AI-based routing (Tier 2)
gh issue create \
  --title "[sprint-11-06-2025] Implement AI-based routing for ambiguous requests" \
  --body "## Description
Add AI-based routing for ambiguous requests that rule-based routing misses.

## Tasks
- [ ] Implement intent analysis
- [ ] Add agent selection logic
- [ ] Add user confirmation for ambiguous
- [ ] Test with edge cases
- [ ] Measure routing accuracy (85%+ target)

## Acceptance Criteria
- AI routing functional
- Handles ambiguous requests
- Routing accuracy 85%+
- Token usage <200 tokens per analysis

## Sprint: sprint-11-06-2025
## Day: 3" \
  --label "status:backlog,P2,domain:agents,type:feature" \
  --milestone "$MILESTONE_NUM"

# Issue #10: Create comprehensive documentation
gh issue create \
  --title "[sprint-11-06-2025] Create comprehensive documentation (4 files)" \
  --body "## Description
Write complete user and technical documentation for orchestrator framework.

## Tasks
- [ ] Write USER_GUIDE.md (command reference, examples)
- [ ] Write ORCHESTRATOR_ARCHITECTURE.md (system design)
- [ ] Write TOKEN_OPTIMIZATION.md (performance guide)
- [ ] Write TROUBLESHOOTING.md (common issues)

## Acceptance Criteria
- 4 documentation files created
- Total 2000+ lines
- Clear examples and code snippets
- Troubleshooting scenarios covered

## Sprint: sprint-11-06-2025
## Day: 4" \
  --label "status:backlog,P1,domain:documentation,type:documentation" \
  --milestone "$MILESTONE_NUM"

# Issue #11: End-to-end testing and validation
gh issue create \
  --title "[sprint-11-06-2025] End-to-end testing and validation" \
  --body "## Description
Comprehensive testing of all workflows and edge cases.

## Tasks
- [ ] Test single-agent workflows (5 agents)
- [ ] Test sequential handoff
- [ ] Test parallel execution
- [ ] Test edge cases (ambiguous requests, routing failures)
- [ ] Performance benchmarking
- [ ] Validate all success metrics

## Acceptance Criteria
- All workflows tested
- Edge cases handled gracefully
- Performance meets targets
- No crashes or errors
- All success metrics validated

## Sprint: sprint-11-06-2025
## Day: 4" \
  --label "status:backlog,P1,domain:agents,type:test" \
  --milestone "$MILESTONE_NUM"

# Issue #12: Sprint wrap-up and integration
gh issue create \
  --title "[sprint-11-06-2025] Sprint wrap-up and integration" \
  --body "## Description
Final integration, documentation updates, PR creation.

## Tasks
- [ ] Update CLAUDE.md with orchestrator reference
- [ ] Update AGENTS.md catalog
- [ ] Final integration testing
- [ ] Sprint retrospective
- [ ] Create PR to dev
- [ ] Close all issues

## Acceptance Criteria
- CLAUDE.md updated
- AGENTS.md updated
- All tests passing
- PR created and ready for review
- All 12 issues closed

## Sprint: sprint-11-06-2025
## Day: 5" \
  --label "status:backlog,P1,domain:documentation,type:setup" \
  --milestone "$MILESTONE_NUM"
```

**Acceptance Criteria:**
- [ ] All 12 issues created
- [ ] All linked to milestone "CS- Orchestrator Framework v1.0"
- [ ] All have appropriate labels (status, priority, domain, type)
- [ ] All have detailed descriptions and acceptance criteria

**Deliverable:** 12 GitHub issues
**Completed:**
**Issue:** #1 🔄

---

#### Task 1.4: Create Feature Branch
**GitHub Issue:** [Part of #1](#)
**Estimated Time:** 5 minutes
**Priority:** P1 - HIGH

**Steps:**
```bash
# Ensure on dev branch
git checkout dev
git pull origin dev

# Create feature branch
git checkout -b feature/sprint-11-06-2025

# Verify branch
git branch --show-current
# Should output: feature/sprint-11-06-2025
```

**Acceptance Criteria:**
- [ ] Feature branch created: feature/sprint-11-06-2025
- [ ] Based on latest dev
- [ ] Currently checked out

**Deliverable:** Feature branch
**Completed:**
**Issue:** #1 🔄

---

### Afternoon Session (4 hours)

#### Task 1.5: Create cs-orchestrator Agent
**GitHub Issue:** [#2 - Implement cs-orchestrator agent](#)
**Estimated Time:** 90 minutes
**Priority:** P0 - CRITICAL

**Steps:**
```bash
# Create directory
mkdir -p agents/orchestrator

# Create agent file (use template structure)
# File: agents/orchestrator/cs-orchestrator.md
# Structure:
# 1. YAML frontmatter (name, description, skills, domain, model, tools)
# 2. Purpose section (core responsibilities)
# 3. Skill Integration section
# 4. Workflows section (3+ workflows: single-agent, sequential, parallel)
# 5. Integration Examples section (code snippets)
# 6. Success Metrics section
# 7. Related Agents section
# 8. References section

# Target: 320+ lines
```

**Acceptance Criteria:**
- [ ] agents/orchestrator/cs-orchestrator.md created
- [ ] YAML frontmatter complete (name, description, skills, domain, model: sonnet, tools: Task, Read, Grep, Glob)
- [ ] Purpose section (2-3 paragraphs on orchestration role)
- [ ] Skill Integration documented (routing-rules.yaml, coordination-patterns.yaml, quality-standards.yaml)
- [ ] 3+ workflows documented:
  - Workflow 1: Single Agent Routing
  - Workflow 2: Sequential Multi-Agent
  - Workflow 3: Parallel Consultation
- [ ] Integration examples with code snippets
- [ ] Success metrics defined (routing accuracy 95%, token usage <1K, process count <30)
- [ ] Related agents listed (all 5 cs- agents)
- [ ] References section with links

**Deliverable:** cs-orchestrator agent (320+ lines)
**Completed:**
**Issue:** #2 🔄

---

#### Task 1.6: Create routing-rules.yaml
**GitHub Issue:** [Part of #2](#)
**Estimated Time:** 30 minutes
**Priority:** P0 - CRITICAL

**Steps:**
```bash
# Create directory
mkdir -p orchestrator

# Create routing-rules.yaml
# File: orchestrator/routing-rules.yaml
# Structure:
# 1. Keyword patterns (regex) mapped to agent names
# 2. Priority ordering (more specific patterns first)
# 3. Fallback patterns

# Example structure:
# routing_rules:
#   - pattern: "blog|article|content|write"
#     agent: cs-content-creator
#     priority: 1
#   - pattern: "campaign|acquisition|cac|funnel"
#     agent: cs-demand-gen-specialist
#     priority: 1
#   ...
```

**Acceptance Criteria:**
- [ ] orchestrator/routing-rules.yaml created
- [ ] Keyword patterns defined for all 5 agents
- [ ] Priority ordering configured
- [ ] Fallback pattern for unmatched requests
- [ ] Comments explaining each rule

**Deliverable:** routing-rules.yaml
**Completed:**
**Issue:** #2 🔄

---

#### Task 1.7: Create 10 Core Commands
**GitHub Issue:** [#3 - Create core slash commands system](#)
**Estimated Time:** 90 minutes
**Priority:** P1 - HIGH

**Steps:**
```bash
# Create directory structure
mkdir -p commands/content
mkdir -p commands/marketing
mkdir -p commands/product
mkdir -p commands/executive

# Create README.md
# File: commands/README.md
# Structure:
# 1. Overview of command system
# 2. Command structure explanation
# 3. List of all commands with descriptions
# 4. Usage examples

# Create 10 command files:
# 1. commands/content/write-blog.md
# 2. commands/content/analyze-seo.md
# 3. commands/content/audit-content.md
# 4. commands/marketing/plan-campaign.md
# 5. commands/marketing/calculate-cac.md
# 6. commands/product/prioritize-features.md
# 7. commands/product/create-roadmap.md
# 8. commands/executive/strategic-decision.md
# 9. commands/executive/tech-decision.md
# 10. commands/executive/business-strategy.md

# Each command file structure:
# ---
# description: Command description
# argument-hint: [arg1] [arg2]
# agent: cs-agent-name
# complexity: single-agent | multi-agent
# estimated-time: X minutes
# ---
#
# ## Routing Logic
# (How orchestrator routes this command)
#
# ## Agent Workflow
# (What agent does)
#
# ## Quality Gates
# (Validation layers)
#
# ## Expected Output
# (What user receives)
```

**Acceptance Criteria:**
- [ ] commands/README.md created (command guide)
- [ ] 10 command files created
- [ ] All commands have YAML frontmatter
- [ ] All commands document routing logic
- [ ] All commands document expected outputs
- [ ] Test routing: Commands route to correct agents (95%+ accuracy)

**Deliverable:** 10 task-based commands
**Completed:**
**Issue:** #3 🔄

---

#### Task 1.8: Commit Day 1 Work
**Estimated Time:** 30 minutes

```bash
# Review changes
git status
git diff

# Stage files
git add documentation/delivery/sprint-11-06-2025/
git add agents/orchestrator/
git add orchestrator/
git add commands/

# Commit with conventional format
git commit -m "feat(orchestrator): Day 1 - Foundation complete

Sprint: sprint-11-06-2025
Phase: 1 - Foundation

Deliverables:
- Sprint documentation (context.md, plan.md, PROGRESS.md)
- cs-orchestrator agent (320+ lines)
- routing-rules.yaml (keyword mapping for 5 agents)
- 10 core task-based commands (content, marketing, product, executive)
- GitHub milestone and 12 issues created
- Feature branch: feature/sprint-11-06-2025

Components Created:
- documentation/delivery/sprint-11-06-2025/context.md
- documentation/delivery/sprint-11-06-2025/plan.md
- documentation/delivery/sprint-11-06-2025/PROGRESS.md
- agents/orchestrator/cs-orchestrator.md
- orchestrator/routing-rules.yaml
- commands/README.md
- commands/content/ (3 commands)
- commands/marketing/ (2 commands)
- commands/product/ (2 commands)
- commands/executive/ (3 commands)

Success Metrics:
- Commands route correctly (95%+ accuracy tested)
- Orchestrator agent functional
- GitHub issues: 3/12 closed

Issues: #1, #2, #3"

# Push to remote
git push origin feature/sprint-11-06-2025
```

**Acceptance Criteria:**
- [ ] All files committed with conventional commit message
- [ ] Commit message includes sprint context, deliverables, issues
- [ ] Branch pushed to remote

---

#### Task 1.9: Update Issue Status
**Estimated Time:** 15 minutes

```bash
# Close completed issues
gh issue close 1 --comment "✅ Sprint documentation complete. All 3 files created (context.md, plan.md, PROGRESS.md), milestone created, 12 issues created, feature branch established."

gh issue close 2 --comment "✅ cs-orchestrator agent implemented. 320+ lines, YAML frontmatter complete, 3 workflows documented, integration examples included."

gh issue close 3 --comment "✅ Core slash commands system created. 10 commands implemented, README.md created, routing accuracy tested at 95%+."
```

**Acceptance Criteria:**
- [ ] Issues #1, #2, #3 closed
- [ ] Closing comments added with completion details

---

#### Task 1.10: Day 1 Validation
**Estimated Time:** 15 minutes

**Validation Checklist:**
- [ ] Sprint documentation complete (context.md, plan.md, PROGRESS.md)
- [ ] GitHub milestone created with 12 issues
- [ ] Feature branch created and pushed
- [ ] cs-orchestrator agent created (320+ lines)
- [ ] routing-rules.yaml functional
- [ ] 10 commands created and tested
- [ ] Routing accuracy 95%+
- [ ] Issues #1, #2, #3 closed
- [ ] Commit pushed with comprehensive message

**End of Day 1 Status:**
- ✅ Foundation complete
- ✅ cs-orchestrator agent functional
- ✅ Basic routing system working
- ✅ 10 task-based commands implemented
- ✅ GitHub issues: 3/12 closed (25%)
- ✅ Commit: {hash} pushed
- ✅ Ready for Day 2: Multi-Agent Coordination

---

## Day 2: Multi-Agent Coordination (November 7, 2025)

**Goal:** Implement sequential handoffs and parallel execution patterns with quality gates and process monitoring

**Status:** ⏸️ PENDING

### Morning Session (3 hours)

#### Task 2.1: Create coordination-patterns.yaml
**GitHub Issue:** [#4 - Implement sequential handoff pattern](#)
**Estimated Time:** 45 minutes
**Priority:** P1 - HIGH

**Steps:**
```bash
# Create coordination-patterns.yaml
# File: orchestrator/coordination-patterns.yaml
# Structure:
# 1. Sequential handoff patterns (agent A → agent B)
# 2. Parallel execution patterns (agent A + agent B)
# 3. Handoff validation rules
# 4. Process monitoring thresholds

# Example structure:
# sequential_patterns:
#   campaign_workflow:
#     - agent: cs-demand-gen-specialist
#       output: strategy_document
#       handoff_criteria: [...]
#     - agent: cs-content-creator
#       input: strategy_document
#       output: campaign_content
#
# parallel_patterns:
#   strategic_decision:
#     agents:
#       - cs-ceo-advisor
#       - cs-cto-advisor
#     synthesis: true
#     max_agents: 2
```

**Acceptance Criteria:**
- [ ] orchestrator/coordination-patterns.yaml created
- [ ] Sequential patterns defined (min 2)
- [ ] Parallel patterns defined (min 1)
- [ ] Handoff criteria documented
- [ ] Process limits configured

**Deliverable:** coordination-patterns.yaml
**Completed:**
**Issue:** #4 🔄

---

#### Task 2.2: Implement Sequential Handoff Workflow
**GitHub Issue:** [#4 - Implement sequential handoff pattern](#)
**Estimated Time:** 75 minutes
**Priority:** P1 - HIGH

**Steps:**
```bash
# Update cs-orchestrator agent
# Add Workflow 2: Sequential Multi-Agent
# Implementation:
# 1. Launch cs-demand-gen-specialist
# 2. Validate output completeness
# 3. Create handoff context
# 4. Launch cs-content-creator with context
# 5. Synthesize final output

# Create handoff template
mkdir -p orchestrator/templates
# File: orchestrator/templates/handoff-template.md
# Structure:
# - Source agent
# - Target agent
# - Handoff data
# - Validation checklist
# - Integration notes
```

**Acceptance Criteria:**
- [ ] cs-orchestrator updated with sequential workflow
- [ ] Handoff template created
- [ ] Campaign workflow tested end-to-end
- [ ] Handoff validation working
- [ ] Output quality verified

**Deliverable:** Sequential handoff pattern functional
**Completed:**
**Issue:** #4 🔄

---

#### Task 2.3: Test Campaign Planning Workflow
**GitHub Issue:** [Part of #4](#)
**Estimated Time:** 30 minutes
**Priority:** P1 - HIGH

**Steps:**
```bash
# Test scenario: Plan product launch campaign
# 1. Invoke: /plan-campaign "New AI feature launch"
# 2. cs-orchestrator routes to sequential workflow
# 3. cs-demand-gen-specialist creates strategy
#    - Target audience
#    - Channel selection
#    - CAC targets
#    - Funnel design
# 4. Handoff validated (strategy complete)
# 5. cs-content-creator executes
#    - Campaign content
#    - SEO optimization
#    - Brand voice consistency
# 6. Output: Integrated campaign plan

# Validation:
# - Handoff successful
# - No data loss
# - Quality gates passed
# - Process count <30
```

**Acceptance Criteria:**
- [ ] Campaign workflow runs end-to-end
- [ ] Handoff completes successfully
- [ ] Both agents produce expected outputs
- [ ] Quality validated
- [ ] Process count stays <30

**Deliverable:** Validated campaign workflow
**Completed:**
**Issue:** #4 🔄

---

### Afternoon Session (4 hours)

#### Task 2.4: Implement Parallel Consultation Pattern
**GitHub Issue:** [#5 - Implement parallel consultation pattern](#)
**Estimated Time:** 90 minutes
**Priority:** P1 - HIGH

**Steps:**
```bash
# Update cs-orchestrator agent
# Add Workflow 3: Parallel Consultation
# Implementation:
# 1. Parse strategic decision request
# 2. Launch cs-ceo-advisor (business perspective)
# 3. Launch cs-cto-advisor (technical perspective)
# 4. Monitor both agents (parallel execution)
# 5. Collect recommendations
# 6. Synthesize unified decision framework

# Update coordination-patterns.yaml
# Add parallel execution config:
# - Max parallel agents: 2
# - Process monitoring interval
# - Synthesis rules
```

**Acceptance Criteria:**
- [ ] cs-orchestrator updated with parallel workflow
- [ ] coordination-patterns.yaml includes parallel config
- [ ] Parallel launch functional (2 agents simultaneously)
- [ ] Process monitoring active
- [ ] Synthesis logic working

**Deliverable:** Parallel consultation pattern functional
**Completed:**
**Issue:** #5 🔄

---

#### Task 2.5: Add Process Monitoring
**GitHub Issue:** [Part of #5](#)
**Estimated Time:** 45 minutes
**Priority:** P1 - HIGH

**Steps:**
```bash
# Update cs-orchestrator agent
# Add process monitoring:
# 1. Count processes before launch
# 2. Monitor during execution
# 3. Alert if >30 processes
# 4. Block if >40 processes
# 5. Report process count in output

# Implementation in orchestrator:
# - Check: ps aux | grep -E "mcp|npm|claude" | wc -l
# - Alert threshold: 30
# - Block threshold: 40
# - Safety pattern from rr- system
```

**Acceptance Criteria:**
- [ ] Process monitoring implemented
- [ ] Alert at 30 processes
- [ ] Block at 40 processes
- [ ] Process count reported
- [ ] Tested with parallel execution

**Deliverable:** Process monitoring active
**Completed:**
**Issue:** #5 🔄

---

#### Task 2.6: Test Strategic Decision Workflow
**GitHub Issue:** [Part of #5](#)
**Estimated Time:** 30 minutes
**Priority:** P1 - HIGH

**Steps:**
```bash
# Test scenario: Strategic decision on enterprise expansion
# 1. Invoke: /strategic-decision "Should we expand to enterprise market?"
# 2. cs-orchestrator routes to parallel workflow
# 3. Parallel launch:
#    - cs-ceo-advisor: Business analysis (market, revenue, competition)
#    - cs-cto-advisor: Technical analysis (scalability, architecture, team)
# 4. Monitor process count
# 5. Collect recommendations
# 6. Synthesize decision framework

# Validation:
# - Both agents complete
# - Process count <30
# - Synthesis quality
# - Decision framework actionable
```

**Acceptance Criteria:**
- [ ] Strategic decision workflow runs end-to-end
- [ ] Parallel execution successful
- [ ] Process count <30 validated
- [ ] Synthesis produces unified decision framework
- [ ] Both business and technical perspectives included

**Deliverable:** Validated strategic decision workflow
**Completed:**
**Issue:** #5 🔄

---

#### Task 2.7: Create Quality Gates
**GitHub Issue:** [#6 - Create quality gates (Layer 1 & 2)](#)
**Estimated Time:** 60 minutes
**Priority:** P1 - HIGH

**Steps:**
```bash
# Create quality-standards.yaml
# File: orchestrator/quality-standards.yaml
# Structure:
# 1. Layer 1: PostToolUse validation (Python script outputs)
# 2. Layer 2: SubagentStop validation (agent completion)
# 3. Validation rules per skill
# 4. Non-overlapping scope definition

# Example structure:
# layer_1_posttooluse:
#   content_creator:
#     - validate_seo_output: check JSON format
#     - validate_brand_voice: check score calculation
#   demand_gen:
#     - validate_cac_calculation: check numeric output
#
# layer_2_agentstop:
#   content_creator:
#     - seo_score_threshold: 75
#     - brand_voice_consistent: true
#   demand_gen:
#     - strategy_completeness: true
#     - funnel_defined: true

# Implementation in cs-orchestrator:
# - Layer 1: After Python tool execution
# - Layer 2: After agent completes
# - Non-blocking (warnings only)
# - Max 1 validation per agent
```

**Acceptance Criteria:**
- [ ] orchestrator/quality-standards.yaml created
- [ ] Layer 1 validation defined (PostToolUse)
- [ ] Layer 2 validation defined (SubagentStop)
- [ ] Non-overlapping scopes documented
- [ ] Warnings-only (non-blocking)
- [ ] Tested with content-creator agent

**Deliverable:** Quality gates (Layer 1 & 2)
**Completed:**
**Issue:** #6 🔄

---

#### Task 2.8: Commit Day 2 Work
**Estimated Time:** 20 minutes

```bash
# Review changes
git status
git diff

# Stage files
git add orchestrator/
git add agents/orchestrator/cs-orchestrator.md

# Commit
git commit -m "feat(orchestrator): Day 2 - Multi-agent coordination complete

Sprint: sprint-11-06-2025
Phase: 2 - Multi-Agent Coordination

Deliverables:
- coordination-patterns.yaml (sequential + parallel patterns)
- Sequential handoff workflow (demand-gen → content-creator)
- Parallel consultation pattern (ceo-advisor + cto-advisor)
- Handoff templates for agent transitions
- Process monitoring (30-process alert, 40-process block)
- Quality gates (Layer 1 PostToolUse + Layer 2 SubagentStop)
- quality-standards.yaml (validation rules)

Workflows Tested:
- Campaign planning (sequential: demand-gen → content-creator)
- Strategic decision (parallel: ceo-advisor + cto-advisor)

Success Metrics:
- Sequential handoff: 100% success
- Parallel execution: Process count <30
- Quality gates: Non-blocking warnings
- GitHub issues: 6/12 closed (50%)

Issues: #4, #5, #6"

# Push
git push origin feature/sprint-11-06-2025
```

**Acceptance Criteria:**
- [ ] Day 2 work committed
- [ ] Commit message comprehensive
- [ ] Pushed to remote

---

#### Task 2.9: Update Issue Status
**Estimated Time:** 10 minutes

```bash
# Close Day 2 issues
gh issue close 4 --comment "✅ Sequential handoff pattern implemented. Campaign workflow (demand-gen → content-creator) tested and validated. Handoff templates created."

gh issue close 5 --comment "✅ Parallel consultation pattern implemented. Strategic decision workflow (ceo-advisor + cto-advisor) functional. Process monitoring active, count stays <30."

gh issue close 6 --comment "✅ Quality gates created. Layer 1 (PostToolUse) and Layer 2 (SubagentStop) implemented in quality-standards.yaml. Non-blocking warnings, no loops."
```

**Acceptance Criteria:**
- [ ] Issues #4, #5, #6 closed
- [ ] Closing comments added

---

#### Task 2.10: Day 2 Validation
**Estimated Time:** 10 minutes

**Validation Checklist:**
- [ ] coordination-patterns.yaml created and functional
- [ ] Sequential handoff working (campaign workflow tested)
- [ ] Parallel execution working (strategic decision tested)
- [ ] Handoff templates created
- [ ] Process monitoring active (30-process alert)
- [ ] Quality gates implemented (Layer 1 & 2)
- [ ] quality-standards.yaml created
- [ ] All workflows tested successfully
- [ ] Issues #4, #5, #6 closed
- [ ] Commit pushed

**End of Day 2 Status:**
- ✅ Multi-agent coordination complete
- ✅ Sequential handoffs functional
- ✅ Parallel execution tested
- ✅ Quality gates implemented
- ✅ GitHub issues: 6/12 closed (50%)
- ✅ Ready for Day 3: Token Optimization

---

## Day 3: Token Optimization (November 8, 2025)

**Goal:** Implement prompt caching, conditional context loading, model optimization, and AI-based routing to achieve 60%+ token savings

**Status:** ⏸️ PENDING

### Morning Session (3 hours)

#### Task 3.1: Implement Prompt Caching Architecture
**GitHub Issue:** [#7 - Implement prompt caching architecture](#)
**Estimated Time:** 90 minutes
**Priority:** P0 - CRITICAL

**Steps:**
```bash
# Update cs-orchestrator agent
# Design prompt structure for caching:
#
# [CACHEABLE PREFIX - 90% of prompt]
#   - Agent YAML frontmatter
#   - Skill routing-rules.yaml content
#   - coordination-patterns.yaml content
#   - quality-standards.yaml content
#   - Standard workflows
#
# [DYNAMIC SUFFIX - 10% of prompt]
#   - User request
#   - Selected agent(s)
#   - Task parameters
#   - Execution context

# Implementation:
# 1. Structure prompt with clear prefix/suffix boundary
# 2. Load static files once (caching enabled)
# 3. Append dynamic user context
# 4. Measure cache hit rate

# Create cache configuration
# File: orchestrator/cache-config.yaml
# Structure:
# - Static content list (files to cache)
# - Cache TTL
# - Cache invalidation rules
```

**Acceptance Criteria:**
- [ ] Prompt structure redesigned for caching
- [ ] Static prefix defined (frontmatter + skill files)
- [ ] Dynamic suffix defined (user request + params)
- [ ] orchestrator/cache-config.yaml created
- [ ] Cache hit rate measured (target 75%+)

**Deliverable:** Prompt caching architecture
**Completed:**
**Issue:** #7 🔄

---

#### Task 3.2: Measure Token Usage Baseline
**GitHub Issue:** [Part of #7](#)
**Estimated Time:** 45 minutes
**Priority:** P0 - CRITICAL

**Steps:**
```bash
# Test scenarios and measure tokens:
# 1. Single-agent routing (5 test cases)
# 2. Sequential handoff (2 test cases)
# 3. Parallel consultation (2 test cases)

# Measure:
# - Tokens per routing decision (before caching)
# - Tokens per multi-agent workflow (before caching)
# - Cache hit rate (with caching)
# - Tokens per routing decision (after caching)
# - Token savings percentage

# Document results
# File: orchestrator/performance-baseline.md
# Structure:
# - Test scenarios
# - Token usage before optimization
# - Token usage after caching
# - Cache hit rate
# - Savings percentage
```

**Acceptance Criteria:**
- [ ] 9 test scenarios executed
- [ ] Baseline token usage measured
- [ ] Cache hit rate calculated
- [ ] performance-baseline.md created
- [ ] Target validated: 75%+ cache hit, 60%+ savings

**Deliverable:** Token usage baseline
**Completed:**
**Issue:** #7 🔄

---

#### Task 3.3: Tune Caching for 75%+ Hit Rate
**GitHub Issue:** [Part of #7](#)
**Estimated Time:** 45 minutes
**Priority:** P0 - CRITICAL

**Steps:**
```bash
# Analyze cache misses
# Identify:
# - What content changes frequently? (move to dynamic)
# - What content is static? (keep in prefix)
# - Optimal prefix/suffix boundary

# Tune:
# 1. Adjust static content list
# 2. Rerun test scenarios
# 3. Measure new cache hit rate
# 4. Iterate until 75%+

# Update cache-config.yaml with optimized settings
```

**Acceptance Criteria:**
- [ ] Cache hit rate 75%+ achieved
- [ ] Token savings 60%+ validated
- [ ] cache-config.yaml optimized
- [ ] performance-baseline.md updated

**Deliverable:** Optimized caching (75%+ hit rate)
**Completed:**
**Issue:** #7 🔄

---

### Afternoon Session (4 hours)

#### Task 3.4: Add Conditional Context Loading
**GitHub Issue:** [#8 - Add conditional context loading](#)
**Estimated Time:** 75 minutes
**Priority:** P1 - HIGH

**Steps:**
```bash
# Define role-based loading rules
# File: orchestrator/context-loading-rules.yaml
# Structure:
# strategic_agents:
#   - cs-ceo-advisor
#   - cs-cto-advisor
#   loading: full_context
#   files:
#     - references/ (all files)
#     - assets/ (all templates)
#   estimated_tokens: 5000
#   duration: 10-15 min
#
# execution_agents:
#   - cs-content-creator
#   - cs-demand-gen-specialist
#   - cs-product-manager
#   loading: section_specific
#   files:
#     - references/ (task-specific sections only)
#   estimated_tokens: 2000
#   duration: 5-8 min

# Update cs-orchestrator to:
# 1. Check agent type (strategic vs execution)
# 2. Load context conditionally
# 3. Track token usage
# 4. Report savings
```

**Acceptance Criteria:**
- [ ] orchestrator/context-loading-rules.yaml created
- [ ] Strategic agents load full context
- [ ] Execution agents load section-specific
- [ ] Token usage reduced 20%+
- [ ] Loading time optimized

**Deliverable:** Conditional context loading
**Completed:**
**Issue:** #8 🔄

---

#### Task 3.5: Optimize Model Assignments
**GitHub Issue:** [Part of #8](#)
**Estimated Time:** 30 minutes
**Priority:** P1 - HIGH

**Steps:**
```bash
# Update agent YAML frontmatter:
# Opus (strategic thinking):
#   - cs-ceo-advisor: model: opus
#   - cs-cto-advisor: model: opus
#
# Sonnet (balanced, default):
#   - cs-orchestrator: model: sonnet
#   - cs-content-creator: model: sonnet
#   - cs-demand-gen-specialist: model: sonnet
#   - cs-product-manager: model: sonnet

# Document cost savings
# File: orchestrator/model-cost-analysis.md
# Structure:
# - Model pricing (Opus: $15/1M input, Sonnet: $3/1M input)
# - Agent distribution (2 Opus, 6 Sonnet)
# - Cost savings calculation
# - Estimated savings: 80% (6/8 agents use cheaper model)
```

**Acceptance Criteria:**
- [ ] Agent model assignments updated
- [ ] 2 agents use Opus (CEO, CTO advisors)
- [ ] 6 agents use Sonnet (orchestrator + 5 execution)
- [ ] model-cost-analysis.md created
- [ ] Cost savings documented (80% by model distribution)

**Deliverable:** Optimized model assignments
**Completed:**
**Issue:** #8 🔄

---

#### Task 3.6: Implement AI-Based Routing (Tier 2)
**GitHub Issue:** [#9 - Implement AI-based routing for ambiguous requests](#)
**Estimated Time:** 90 minutes
**Priority:** P2 - MEDIUM

**Steps:**
```bash
# Update cs-orchestrator agent
# Add Tier 2 routing:
# 1. Try rule-based routing first (routing-rules.yaml)
# 2. If no match, use AI analysis
# 3. Analyze user intent (~200 tokens)
# 4. Select agent(s)
# 5. If ambiguous, ask user to confirm

# Implementation:
# Workflow: AI-Based Routing
# - Input: User request
# - Rule-based check: routing-rules.yaml
# - If no match:
#   * Analyze intent (prompt: "Analyze request and select agent(s)")
#   * Generate agent recommendation
#   * If confidence < 80%, ask user to confirm
#   * Launch selected agent(s)
```

**Acceptance Criteria:**
- [ ] AI routing implemented in cs-orchestrator
- [ ] Fallback from rule-based to AI
- [ ] Intent analysis functional (~200 tokens)
- [ ] User confirmation for ambiguous (confidence <80%)
- [ ] Routing accuracy 85%+ (tested with edge cases)

**Deliverable:** AI-based routing (Tier 2)
**Completed:**
**Issue:** #9 🔄

---

#### Task 3.7: Performance Benchmarking
**GitHub Issue:** [Part of #9](#)
**Estimated Time:** 45 minutes
**Priority:** P2 - MEDIUM

**Steps:**
```bash
# Test edge cases for AI routing:
# 1. "Help me launch a new product" (ambiguous → cs-product-manager or cs-demand-gen?)
# 2. "Improve our content performance" (specific → cs-content-creator SEO workflow)
# 3. "Should we hire more engineers?" (ambiguous → cs-cto-advisor + cs-ceo-advisor?)
# 4. "Write an email to investors" (specific → cs-ceo-advisor)
# 5. "Optimize our acquisition funnel" (specific → cs-demand-gen-specialist)

# Measure:
# - Routing accuracy (correct agent selected)
# - Routing speed (<3s for AI routing)
# - Token usage (<200 tokens for intent analysis)
# - User confirmation rate (% of ambiguous requests)

# Update performance-baseline.md
# Add section: AI Routing Performance
```

**Acceptance Criteria:**
- [ ] 5+ edge cases tested
- [ ] Routing accuracy 85%+
- [ ] Routing speed <3s
- [ ] Token usage <200 per analysis
- [ ] performance-baseline.md updated

**Deliverable:** AI routing validated
**Completed:**
**Issue:** #9 🔄

---

#### Task 3.8: Commit Day 3 Work
**Estimated Time:** 20 minutes

```bash
# Review changes
git status
git diff

# Stage files
git add orchestrator/
git add agents/orchestrator/cs-orchestrator.md
git add agents/c-level/cs-ceo-advisor.md
git add agents/c-level/cs-cto-advisor.md

# Commit
git commit -m "feat(orchestrator): Day 3 - Token optimization complete

Sprint: sprint-11-06-2025
Phase: 3 - Token Optimization

Deliverables:
- Prompt caching architecture (static prefix + dynamic suffix)
- cache-config.yaml (caching configuration)
- Conditional context loading (role-based: strategic vs execution)
- context-loading-rules.yaml (loading rules per agent type)
- Model optimization (2 Opus, 6 Sonnet)
- AI-based routing (Tier 2 for ambiguous requests)
- performance-baseline.md (token usage metrics)
- model-cost-analysis.md (cost savings analysis)

Success Metrics:
- Cache hit rate: 75%+
- Token savings: 60%+
- AI routing accuracy: 85%+
- Routing speed: <3s
- Cost savings: 80% (by model distribution)
- GitHub issues: 9/12 closed (75%)

Issues: #7, #8, #9"

# Push
git push origin feature/sprint-11-06-2025
```

**Acceptance Criteria:**
- [ ] Day 3 work committed
- [ ] Comprehensive metrics included
- [ ] Pushed to remote

---

#### Task 3.9: Update Issue Status
**Estimated Time:** 10 minutes

```bash
# Close Day 3 issues
gh issue close 7 --comment "✅ Prompt caching architecture implemented. Cache hit rate 75%+, token savings 60%+ achieved. cache-config.yaml and performance-baseline.md created."

gh issue close 8 --comment "✅ Conditional context loading implemented. Strategic agents load full context, execution agents section-specific. Model optimization complete (2 Opus, 6 Sonnet). 80% cost savings by model distribution."

gh issue close 9 --comment "✅ AI-based routing implemented. Handles ambiguous requests with 85%+ accuracy. Routing speed <3s, token usage <200 per analysis. Edge cases tested."
```

**Acceptance Criteria:**
- [ ] Issues #7, #8, #9 closed
- [ ] Closing comments include metrics

---

#### Task 3.10: Day 3 Validation
**Estimated Time:** 10 minutes

**Validation Checklist:**
- [ ] Prompt caching architecture implemented
- [ ] Cache hit rate 75%+ achieved
- [ ] Token savings 60%+ validated
- [ ] Conditional context loading working
- [ ] Model assignments optimized (2 Opus, 6 Sonnet)
- [ ] AI-based routing functional
- [ ] Routing accuracy 85%+
- [ ] All metrics documented
- [ ] Issues #7, #8, #9 closed
- [ ] Commit pushed

**End of Day 3 Status:**
- ✅ Token optimization complete
- ✅ 60%+ token savings achieved
- ✅ 75%+ cache hit rate
- ✅ AI routing functional
- ✅ GitHub issues: 9/12 closed (75%)
- ✅ Ready for Day 4: Documentation & Testing

---

## Day 4: Documentation & Testing (November 9, 2025)

**Goal:** Create comprehensive documentation (4 files, 2000+ lines) and perform end-to-end testing of all workflows and edge cases

**Status:** ⏸️ PENDING

### Morning Session (3 hours)

#### Task 4.1: Write USER_GUIDE.md
**GitHub Issue:** [#10 - Create comprehensive documentation](#)
**Estimated Time:** 90 minutes
**Priority:** P1 - HIGH

**Steps:**
```bash
# Create USER_GUIDE.md
# File: documentation/USER_GUIDE.md
# Structure (600+ lines):
# 1. Introduction
#    - What is cs- orchestrator framework?
#    - Key features and benefits
# 2. Quick Start
#    - Installation/setup
#    - First command
#    - Basic workflow
# 3. Command Reference
#    - List of all 10 commands
#    - Usage examples for each
#    - Expected outputs
# 4. Workflows
#    - Single-agent workflows (5 examples)
#    - Sequential handoffs (campaign example)
#    - Parallel consultation (strategic decision example)
# 5. Advanced Usage
#    - Custom routing
#    - Multi-agent coordination
#    - Token optimization tips
# 6. Troubleshooting
#    - Common issues
#    - Quick fixes
# 7. FAQ
```

**Acceptance Criteria:**
- [ ] documentation/USER_GUIDE.md created
- [ ] 600+ lines
- [ ] All 10 commands documented with examples
- [ ] 3 workflow types explained
- [ ] Troubleshooting section included
- [ ] Clear, actionable examples

**Deliverable:** USER_GUIDE.md
**Completed:**
**Issue:** #10 🔄

---

#### Task 4.2: Write ORCHESTRATOR_ARCHITECTURE.md
**GitHub Issue:** [Part of #10](#)
**Estimated Time:** 75 minutes
**Priority:** P1 - HIGH

**Steps:**
```bash
# Create ORCHESTRATOR_ARCHITECTURE.md
# File: documentation/ORCHESTRATOR_ARCHITECTURE.md
# Structure (600+ lines):
# 1. System Overview
#    - Architecture diagram
#    - Core components
#    - Data flow
# 2. Orchestrator Agent Design
#    - Responsibilities
#    - Workflow patterns
#    - Integration points
# 3. Routing System
#    - Rule-based routing (Tier 1)
#    - AI-based routing (Tier 2)
#    - Hybrid approach
# 4. Multi-Agent Coordination
#    - Sequential handoff pattern
#    - Parallel execution pattern
#    - Process monitoring
# 5. Quality Gates
#    - Layer 1: PostToolUse
#    - Layer 2: SubagentStop
#    - Non-overlapping design
# 6. File Structure
#    - Directory layout
#    - Configuration files
#    - Agent files
# 7. Extension Guide
#    - Adding new agents
#    - Adding new commands
#    - Custom coordination patterns
```

**Acceptance Criteria:**
- [ ] documentation/ORCHESTRATOR_ARCHITECTURE.md created
- [ ] 600+ lines
- [ ] Architecture diagrams (ASCII or mermaid)
- [ ] All patterns documented
- [ ] Extension guide included

**Deliverable:** ORCHESTRATOR_ARCHITECTURE.md
**Completed:**
**Issue:** #10 🔄

---

### Afternoon Session (4 hours)

#### Task 4.3: Write TOKEN_OPTIMIZATION.md
**GitHub Issue:** [Part of #10](#)
**Estimated Time:** 60 minutes
**Priority:** P1 - HIGH

**Steps:**
```bash
# Create TOKEN_OPTIMIZATION.md
# File: documentation/TOKEN_OPTIMIZATION.md
# Structure (400+ lines):
# 1. Overview
#    - Why token optimization matters
#    - Cost savings breakdown
# 2. Prompt Caching
#    - Architecture (static prefix + dynamic suffix)
#    - Cache hit rate (75%+)
#    - Configuration
# 3. Conditional Context Loading
#    - Role-based loading
#    - Strategic vs execution agents
#    - Token savings
# 4. Model Selection
#    - Opus vs Sonnet assignment
#    - Cost analysis
#    - 80% savings by distribution
# 5. Performance Metrics
#    - Baseline measurements
#    - Optimized measurements
#    - Comparison
# 6. Optimization Tips
#    - Best practices
#    - Tuning guide
#    - Monitoring
```

**Acceptance Criteria:**
- [ ] documentation/TOKEN_OPTIMIZATION.md created
- [ ] 400+ lines
- [ ] All optimization strategies documented
- [ ] Metrics and benchmarks included
- [ ] Tuning guide provided

**Deliverable:** TOKEN_OPTIMIZATION.md
**Completed:**
**Issue:** #10 🔄

---

#### Task 4.4: Write TROUBLESHOOTING.md
**GitHub Issue:** [Part of #10](#)
**Estimated Time:** 60 minutes
**Priority:** P1 - HIGH

**Steps:**
```bash
# Create TROUBLESHOOTING.md
# File: documentation/TROUBLESHOOTING.md
# Structure (400+ lines):
# 1. Common Issues
#    - Routing errors (wrong agent selected)
#    - Multi-agent coordination failures
#    - Process count overflow
#    - Quality gate failures
#    - Caching issues
# 2. Error Messages
#    - Error code reference
#    - Meaning
#    - Solutions
# 3. Debugging Guide
#    - How to check routing logic
#    - How to monitor process count
#    - How to validate cache hit rate
#    - How to inspect quality gates
# 4. Performance Issues
#    - Slow routing
#    - High token usage
#    - Cache misses
# 5. Recovery Procedures
#    - Reset cache
#    - Kill runaway processes
#    - Restart orchestrator
# 6. FAQ
#    - Common questions
#    - Quick answers
```

**Acceptance Criteria:**
- [ ] documentation/TROUBLESHOOTING.md created
- [ ] 400+ lines
- [ ] 10+ common issues covered
- [ ] Debugging guide included
- [ ] Recovery procedures documented

**Deliverable:** TROUBLESHOOTING.md
**Completed:**
**Issue:** #10 🔄

---

#### Task 4.5: End-to-End Testing
**GitHub Issue:** [#11 - End-to-end testing and validation](#)
**Estimated Time:** 90 minutes
**Priority:** P1 - HIGH

**Steps:**
```bash
# Test Suite 1: Single-Agent Workflows (30 min)
# 1. /write-blog "AI trends" → cs-content-creator
# 2. /analyze-seo article.md → cs-content-creator
# 3. /plan-campaign "product launch" → cs-demand-gen-specialist
# 4. /prioritize-features features.csv → cs-product-manager
# 5. /strategic-decision "expand to enterprise" → cs-ceo-advisor

# Validate:
# - Correct agent selected
# - Workflow completes
# - Quality gates pass
# - Output quality acceptable

# Test Suite 2: Multi-Agent Workflows (30 min)
# 1. Campaign workflow (sequential)
#    /plan-campaign "new feature launch"
#    → cs-demand-gen-specialist (strategy)
#    → cs-content-creator (content)
# 2. Strategic decision (parallel)
#    /strategic-decision "migrate to microservices"
#    → cs-ceo-advisor + cs-cto-advisor (parallel)

# Validate:
# - Handoffs successful
# - Parallel execution works
# - Process count <30
# - Synthesis quality

# Test Suite 3: Edge Cases (30 min)
# 1. Ambiguous request: "Help me launch a product"
#    → AI routing → user confirmation
# 2. Invalid command: /nonexistent-command
#    → Error handling
# 3. Missing parameters: /write-blog (no topic)
#    → Error message
# 4. Process overflow simulation
#    → Alert triggers at 30 processes
# 5. Cache invalidation
#    → Cache rebuilds correctly

# Document results
# File: orchestrator/test-results.md
```

**Acceptance Criteria:**
- [ ] 5 single-agent workflows tested
- [ ] 2 multi-agent workflows tested
- [ ] 5 edge cases tested
- [ ] All tests pass
- [ ] test-results.md created
- [ ] No errors or crashes

**Deliverable:** Complete test results
**Completed:**
**Issue:** #11 🔄

---

#### Task 4.6: Commit Day 4 Work
**Estimated Time:** 20 minutes

```bash
# Review changes
git status
git diff

# Stage files
git add documentation/

# Commit
git commit -m "docs(orchestrator): Day 4 - Documentation and testing complete

Sprint: sprint-11-06-2025
Phase: 4 - Documentation & Testing

Deliverables:
- USER_GUIDE.md (600+ lines: quick start, command reference, workflows)
- ORCHESTRATOR_ARCHITECTURE.md (600+ lines: system design, patterns, extension guide)
- TOKEN_OPTIMIZATION.md (400+ lines: caching, loading, model selection, metrics)
- TROUBLESHOOTING.md (400+ lines: common issues, debugging, recovery)
- End-to-end testing (12 test cases: single-agent, multi-agent, edge cases)
- test-results.md (test documentation)

Testing Summary:
- Single-agent workflows: 5/5 passed
- Multi-agent workflows: 2/2 passed
- Edge cases: 5/5 passed
- No errors or crashes
- All quality gates functional

Documentation Total: 2000+ lines
GitHub issues: 11/12 closed (92%)

Issues: #10, #11"

# Push
git push origin feature/sprint-11-06-2025
```

**Acceptance Criteria:**
- [ ] Day 4 work committed
- [ ] Test results included
- [ ] Pushed to remote

---

#### Task 4.7: Update Issue Status
**Estimated Time:** 10 minutes

```bash
# Close Day 4 issues
gh issue close 10 --comment "✅ Comprehensive documentation created. 4 files, 2000+ lines total. USER_GUIDE.md, ORCHESTRATOR_ARCHITECTURE.md, TOKEN_OPTIMIZATION.md, TROUBLESHOOTING.md all complete with examples and diagrams."

gh issue close 11 --comment "✅ End-to-end testing complete. 12 test cases passed (5 single-agent, 2 multi-agent, 5 edge cases). No errors or crashes. test-results.md documented."
```

**Acceptance Criteria:**
- [ ] Issues #10, #11 closed
- [ ] Closing comments include completion details

---

#### Task 4.8: Day 4 Validation
**Estimated Time:** 10 minutes

**Validation Checklist:**
- [ ] USER_GUIDE.md created (600+ lines)
- [ ] ORCHESTRATOR_ARCHITECTURE.md created (600+ lines)
- [ ] TOKEN_OPTIMIZATION.md created (400+ lines)
- [ ] TROUBLESHOOTING.md created (400+ lines)
- [ ] Total documentation: 2000+ lines
- [ ] End-to-end testing complete (12 test cases)
- [ ] All tests passed
- [ ] test-results.md created
- [ ] Issues #10, #11 closed
- [ ] Commit pushed

**End of Day 4 Status:**
- ✅ Documentation complete (4 files, 2000+ lines)
- ✅ Testing complete (12/12 passed)
- ✅ No errors or crashes
- ✅ GitHub issues: 11/12 closed (92%)
- ✅ Ready for Day 5: Integration & PR

---

## Day 5: Integration & Buffer (November 10, 2025)

**Goal:** Final integration testing, update living docs, create PR, and complete sprint

**Status:** ⏸️ PENDING

### Morning Session (3 hours)

#### Task 5.1: Update CLAUDE.md
**GitHub Issue:** [#12 - Sprint wrap-up and integration](#)
**Estimated Time:** 45 minutes
**Priority:** P1 - HIGH

**Steps:**
```bash
# Update CLAUDE.md
# Add section: ## CS- Orchestrator Framework
# Content:
# - Overview of orchestrator system
# - Quick start commands
# - Link to USER_GUIDE.md
# - Link to ORCHESTRATOR_ARCHITECTURE.md
# - Integration with existing agents

# Update Navigation Map table
# Add row:
# | **CS- Orchestrator** | [documentation/USER_GUIDE.md](documentation/USER_GUIDE.md) | Task-based commands, multi-agent coordination |
```

**Acceptance Criteria:**
- [ ] CLAUDE.md updated with orchestrator section
- [ ] Navigation map includes orchestrator
- [ ] Links to documentation added
- [ ] Quick start commands included

**Deliverable:** Updated CLAUDE.md
**Completed:**
**Issue:** #12 🔄

---

#### Task 5.2: Update AGENTS.md Catalog
**GitHub Issue:** [Part of #12](#)
**Estimated Time:** 30 minutes
**Priority:** P1 - HIGH

**Steps:**
```bash
# Create or update AGENTS.md
# File: agents/AGENTS.md
# Structure:
# 1. Overview of cs- agent system
# 2. Agent catalog:
#    - cs-orchestrator (coordinator)
#    - cs-content-creator (marketing)
#    - cs-demand-gen-specialist (marketing)
#    - cs-product-manager (product)
#    - cs-ceo-advisor (c-level)
#    - cs-cto-advisor (c-level)
# 3. Command reference (10 commands)
# 4. Workflow patterns
# 5. Integration guide
```

**Acceptance Criteria:**
- [ ] agents/AGENTS.md created or updated
- [ ] All 6 agents listed (orchestrator + 5 specialized)
- [ ] 10 commands documented
- [ ] Workflow patterns explained
- [ ] Integration guide included

**Deliverable:** Updated AGENTS.md
**Completed:**
**Issue:** #12 🔄

---

#### Task 5.3: Final Integration Testing
**GitHub Issue:** [Part of #12](#)
**Estimated Time:** 60 minutes
**Priority:** P1 - HIGH

**Steps:**
```bash
# Integration Test Suite:
# 1. Verify all files exist and are accessible
# 2. Test orchestrator routing (10 commands)
# 3. Test multi-agent coordination (2 workflows)
# 4. Validate quality gates
# 5. Check process monitoring
# 6. Verify token optimization
# 7. Test documentation links
# 8. Validate GitHub integration

# Run comprehensive validation:
# - All agents functional
# - All commands route correctly
# - All documentation accurate
# - All links working
# - All metrics validated

# Document final results
# File: orchestrator/final-validation.md
```

**Acceptance Criteria:**
- [ ] All integration tests passed
- [ ] All agents functional
- [ ] All commands working
- [ ] All documentation links valid
- [ ] final-validation.md created

**Deliverable:** Final integration validation
**Completed:**
**Issue:** #12 🔄

---

#### Task 5.4: Sprint Retrospective
**GitHub Issue:** [Part of #12](#)
**Estimated Time:** 45 minutes
**Priority:** P1 - HIGH

**Steps:**
```bash
# Update PROGRESS.md
# Add Sprint Retrospective section:
#
# ## Sprint Retrospective
#
# ### What Went Well
# - [List successes]
# - [List achievements]
#
# ### Challenges Encountered
# - [List challenges]
# - [How they were overcome]
#
# ### Lessons Learned
# - [Key learnings]
# - [Insights]
#
# ### Process Improvements
# - [Suggestions for future sprints]
# - [Process optimizations]
#
# ### Metrics Summary
# - Issues: 12/12 (100%)
# - Token savings: 60%+
# - Cache hit rate: 75%+
# - Routing accuracy: 95%+
# - Documentation: 2000+ lines
# - Test coverage: 100% (12/12 passed)
```

**Acceptance Criteria:**
- [ ] PROGRESS.md updated with retrospective
- [ ] All 4 retrospective sections completed
- [ ] Metrics summary included
- [ ] Honest assessment of challenges

**Deliverable:** Sprint retrospective
**Completed:**
**Issue:** #12 🔄

---

### Afternoon Session (2 hours)

#### Task 5.5: Create Pull Request
**GitHub Issue:** [Part of #12](#)
**Estimated Time:** 45 minutes
**Priority:** P1 - HIGH

**Steps:**
```bash
# Final commit
git add .
git commit -m "feat(orchestrator): Complete sprint-11-06-2025 - CS- Orchestrator Framework

Sprint: sprint-11-06-2025 (November 6-10, 2025)
Status: ✅ COMPLETE

## Sprint Deliverables

### Phase 1: Foundation ✅
- cs-orchestrator agent (320+ lines)
- routing-rules.yaml (keyword mapping for 5 agents)
- 10 task-based slash commands (content, marketing, product, executive)
- GitHub milestone + 12 issues

### Phase 2: Multi-Agent Coordination ✅
- coordination-patterns.yaml (sequential + parallel patterns)
- Sequential handoff workflow (demand-gen → content-creator)
- Parallel consultation pattern (ceo-advisor + cto-advisor)
- Handoff templates
- Process monitoring (30-process alert)
- Quality gates (Layer 1 PostToolUse + Layer 2 SubagentStop)
- quality-standards.yaml

### Phase 3: Token Optimization ✅
- Prompt caching architecture (static prefix + dynamic suffix)
- cache-config.yaml
- Conditional context loading (role-based)
- context-loading-rules.yaml
- Model optimization (2 Opus, 6 Sonnet)
- AI-based routing (Tier 2)
- performance-baseline.md
- model-cost-analysis.md

### Phase 4: Documentation & Testing ✅
- USER_GUIDE.md (600+ lines)
- ORCHESTRATOR_ARCHITECTURE.md (600+ lines)
- TOKEN_OPTIMIZATION.md (400+ lines)
- TROUBLESHOOTING.md (400+ lines)
- End-to-end testing (12 test cases: 100% passed)
- test-results.md

### Phase 5: Integration ✅
- Updated CLAUDE.md
- Updated/created AGENTS.md
- Final integration testing
- Sprint retrospective

## Success Metrics

- ✅ Issues: 12/12 closed (100%)
- ✅ Tasks: 29/29 complete (100%)
- ✅ Commands: 10 created
- ✅ Token savings: 60%+
- ✅ Cache hit rate: 75%+
- ✅ Routing accuracy: 95%+ (rule-based), 85%+ (AI-based)
- ✅ Routing speed: <1s (rule-based), <3s (AI-based)
- ✅ Process count: Never exceeded 30
- ✅ Documentation: 2000+ lines
- ✅ Test coverage: 100% (12/12 test cases passed)

## Files Created

**Agents:**
- agents/orchestrator/cs-orchestrator.md

**Configuration:**
- orchestrator/routing-rules.yaml
- orchestrator/coordination-patterns.yaml
- orchestrator/quality-standards.yaml
- orchestrator/cache-config.yaml
- orchestrator/context-loading-rules.yaml

**Commands (10):**
- commands/README.md
- commands/content/ (write-blog.md, analyze-seo.md, audit-content.md)
- commands/marketing/ (plan-campaign.md, calculate-cac.md)
- commands/product/ (prioritize-features.md, create-roadmap.md)
- commands/executive/ (strategic-decision.md, tech-decision.md, business-strategy.md)

**Documentation:**
- documentation/USER_GUIDE.md
- documentation/ORCHESTRATOR_ARCHITECTURE.md
- documentation/TOKEN_OPTIMIZATION.md
- documentation/TROUBLESHOOTING.md
- documentation/delivery/sprint-11-06-2025/context.md
- documentation/delivery/sprint-11-06-2025/plan.md
- documentation/delivery/sprint-11-06-2025/PROGRESS.md

**Analysis:**
- orchestrator/performance-baseline.md
- orchestrator/model-cost-analysis.md
- orchestrator/test-results.md
- orchestrator/final-validation.md

**Updated:**
- CLAUDE.md (added orchestrator section)
- agents/AGENTS.md (agent catalog)

## Testing

- [x] Single-agent workflows (5/5 passed)
- [x] Sequential handoff (1/1 passed)
- [x] Parallel execution (1/1 passed)
- [x] Edge cases (5/5 passed)
- [x] Performance benchmarking (all targets met)
- [x] Token usage validation (60%+ savings)
- [x] Final integration testing (all passed)

## Related

- Milestone: CS- Orchestrator Framework v1.0 (100% complete)
- Issues: #1-#12 (all closed)
- Sprint docs: documentation/delivery/sprint-11-06-2025/

Closes #1, #2, #3, #4, #5, #6, #7, #8, #9, #10, #11, #12"

# Push final commit
git push origin feature/sprint-11-06-2025

# Create PR
gh pr create \
  --base dev \
  --head feature/sprint-11-06-2025 \
  --title "feat(orchestrator): CS- Orchestrator Framework Implementation (sprint-11-06-2025)" \
  --body-file <(cat <<'EOF'
# Sprint: sprint-11-06-2025 (November 6-10, 2025)

Complete implementation of All-in-One CS- agent orchestration framework with task-based commands, multi-agent coordination, and token optimization.

## Summary

This PR delivers a production-ready orchestration system that transforms the claude-code-skills repository from a "tool collection" into a "guided workflow platform". Users can now invoke specialized skill agents through intuitive task-based commands with support for multi-agent coordination and 60%+ token cost savings.

## Deliverables (4 Phases)

### Phase 1: Foundation ✅

**cs-orchestrator Agent:**
- 320+ lines with YAML frontmatter
- 3 core workflows (single-agent, sequential, parallel)
- Integration examples with code snippets
- Success metrics defined

**Routing System:**
- `routing-rules.yaml`: Keyword → agent mapping (95%+ accuracy)
- Hybrid approach: Rule-based (Tier 1) + AI-based (Tier 2)

**Commands:**
- 10 task-based slash commands
- Organized by domain (content, marketing, product, executive)
- Clear routing logic and expected outputs

**Files:**
- `agents/orchestrator/cs-orchestrator.md`
- `orchestrator/routing-rules.yaml`
- `commands/` (10 command files + README.md)

### Phase 2: Multi-Agent Coordination ✅

**Sequential Handoff:**
- Campaign workflow: demand-gen → content-creator
- Handoff templates for agent transitions
- Validation at handoff points

**Parallel Execution:**
- Strategic decision workflow: ceo-advisor + cto-advisor (simultaneous)
- Process monitoring (alert at 30, block at 40)
- Synthesis of recommendations

**Quality Gates:**
- Layer 1: PostToolUse (Python tool output validation)
- Layer 2: SubagentStop (agent completion validation)
- Non-overlapping scopes (no infinite loops)

**Files:**
- `orchestrator/coordination-patterns.yaml`
- `orchestrator/quality-standards.yaml`
- `orchestrator/templates/handoff-template.md`

### Phase 3: Token Optimization ✅

**Prompt Caching:**
- Architecture: Static prefix (90%) + dynamic suffix (10%)
- Cache hit rate: 75%+
- Token savings: 60%+

**Conditional Context Loading:**
- Strategic agents (CEO/CTO): Full context (5K tokens)
- Execution agents: Section-specific (2K tokens)
- 20%+ additional savings

**Model Optimization:**
- 2 agents use Opus (cs-ceo-advisor, cs-cto-advisor)
- 6 agents use Sonnet (cs-orchestrator + 5 execution agents)
- 80% cost savings by model distribution

**AI-Based Routing:**
- Tier 2 routing for ambiguous requests
- Intent analysis (~200 tokens)
- User confirmation for low-confidence (<80%)
- 85%+ routing accuracy

**Files:**
- `orchestrator/cache-config.yaml`
- `orchestrator/context-loading-rules.yaml`
- `orchestrator/performance-baseline.md`
- `orchestrator/model-cost-analysis.md`

### Phase 4: Documentation & Testing ✅

**Documentation (2000+ lines):**
1. `documentation/USER_GUIDE.md` (600+ lines)
   - Quick start, command reference, workflows
2. `documentation/ORCHESTRATOR_ARCHITECTURE.md` (600+ lines)
   - System design, patterns, extension guide
3. `documentation/TOKEN_OPTIMIZATION.md` (400+ lines)
   - Caching, loading, model selection, metrics
4. `documentation/TROUBLESHOOTING.md` (400+ lines)
   - Common issues, debugging, recovery

**Testing (100% coverage):**
- Single-agent workflows: 5/5 passed
- Multi-agent workflows: 2/2 passed
- Edge cases: 5/5 passed
- No errors or crashes

**Files:**
- 4 documentation files
- `orchestrator/test-results.md`
- `orchestrator/final-validation.md`

## Success Metrics

| Metric | Target | Achieved | Status |
|--------|--------|----------|--------|
| **Issues Closed** | 12/12 | 12/12 | ✅ 100% |
| **Tasks Complete** | 29/29 | 29/29 | ✅ 100% |
| **Commands Created** | 10+ | 10 | ✅ Met |
| **Token Savings** | 60%+ | 60%+ | ✅ Met |
| **Cache Hit Rate** | 75%+ | 75%+ | ✅ Met |
| **Routing Accuracy (Rule)** | 95%+ | 95%+ | ✅ Met |
| **Routing Accuracy (AI)** | 85%+ | 85%+ | ✅ Met |
| **Routing Speed (Rule)** | <1s | <1s | ✅ Met |
| **Routing Speed (AI)** | <3s | <3s | ✅ Met |
| **Process Count** | <30 | <30 | ✅ Met |
| **Documentation** | 2000+ lines | 2000+ | ✅ Met |
| **Test Coverage** | 100% | 100% | ✅ Met |

## Architecture Highlights

### Hybrid Routing (95%+ accuracy)

```
User Request
    ↓
Tier 1: Rule-Based (80% of requests)
    - Keyword matching via routing-rules.yaml
    - <100ms routing decision
    - 0 extra tokens
    ↓ (if no match)
Tier 2: AI-Based (20% of requests)
    - Intent analysis (~200 tokens)
    - Agent selection
    - User confirmation if ambiguous
    - <3s routing decision
    ↓
Agent(s) Launched
```

### Multi-Agent Coordination

**Sequential Handoff:**
```
/plan-campaign "product launch"
    ↓
cs-demand-gen-specialist (strategy)
    - Target audience
    - Channel selection
    - CAC targets
    ↓ (handoff validation)
cs-content-creator (execution)
    - Campaign content
    - SEO optimization
    - Brand voice consistency
    ↓
Integrated Campaign Plan
```

**Parallel Consultation:**
```
/strategic-decision "expand to enterprise"
    ↓
cs-ceo-advisor (business) || cs-cto-advisor (technical)
    ↓
Synthesize Recommendations
    ↓
Unified Decision Framework
```

### Token Optimization (60%+ savings)

**Prompt Caching:**
- Static prefix (cacheable): Agent frontmatter, routing rules, patterns
- Dynamic suffix (non-cached): User request, parameters
- Cache hit rate: 75%+

**Conditional Loading:**
- Strategic agents: Full context (5K tokens, 10-15 min)
- Execution agents: Section-specific (2K tokens, 5-8 min)

**Model Selection:**
- Opus (2 agents): CEO/CTO advisors (strategic decisions)
- Sonnet (6 agents): Orchestrator + execution agents
- Cost savings: 80% by model distribution

## File Structure

```
agents/
└── orchestrator/
    └── cs-orchestrator.md          # 320+ lines

orchestrator/
├── routing-rules.yaml              # Keyword mapping
├── coordination-patterns.yaml      # Multi-agent workflows
├── quality-standards.yaml          # Validation rules
├── cache-config.yaml               # Caching configuration
├── context-loading-rules.yaml      # Loading rules
├── templates/
│   └── handoff-template.md
├── performance-baseline.md         # Token metrics
├── model-cost-analysis.md          # Cost savings
├── test-results.md                 # Testing results
└── final-validation.md             # Integration validation

commands/
├── README.md                       # Command guide
├── content/
│   ├── write-blog.md
│   ├── analyze-seo.md
│   └── audit-content.md
├── marketing/
│   ├── plan-campaign.md
│   └── calculate-cac.md
├── product/
│   ├── prioritize-features.md
│   └── create-roadmap.md
└── executive/
    ├── strategic-decision.md
    ├── tech-decision.md
    └── business-strategy.md

documentation/
├── USER_GUIDE.md                   # 600+ lines
├── ORCHESTRATOR_ARCHITECTURE.md    # 600+ lines
├── TOKEN_OPTIMIZATION.md           # 400+ lines
├── TROUBLESHOOTING.md              # 400+ lines
└── delivery/sprint-11-06-2025/
    ├── context.md                  # Sprint context
    ├── plan.md                     # Execution plan
    └── PROGRESS.md                 # Progress tracker
```

## Testing Results

### Single-Agent Workflows (5/5 ✅)
1. `/write-blog "AI trends"` → cs-content-creator ✅
2. `/analyze-seo article.md` → cs-content-creator ✅
3. `/plan-campaign "launch"` → cs-demand-gen-specialist ✅
4. `/prioritize-features features.csv` → cs-product-manager ✅
5. `/strategic-decision "enterprise"` → cs-ceo-advisor ✅

### Multi-Agent Workflows (2/2 ✅)
1. Campaign workflow (sequential) ✅
   - demand-gen → content-creator
   - Handoff successful, no data loss
2. Strategic decision (parallel) ✅
   - ceo-advisor + cto-advisor (simultaneous)
   - Process count <30, synthesis quality high

### Edge Cases (5/5 ✅)
1. Ambiguous request → AI routing → user confirmation ✅
2. Invalid command → Error handling ✅
3. Missing parameters → Error message ✅
4. Process overflow simulation → Alert at 30 ✅
5. Cache invalidation → Rebuild successful ✅

## Documentation Quality

All documentation includes:
- ✅ Clear examples with code snippets
- ✅ Architecture diagrams (ASCII/mermaid)
- ✅ Troubleshooting scenarios
- ✅ Extension guides
- ✅ Performance metrics
- ✅ Links to related docs

## Integration

**CLAUDE.md Updated:**
- Added CS- Orchestrator Framework section
- Navigation map includes orchestrator docs
- Quick start commands
- Links to USER_GUIDE and ARCHITECTURE

**agents/AGENTS.md:**
- Complete catalog of 6 agents (1 orchestrator + 5 specialized)
- 10 command reference
- Workflow patterns
- Integration guide

## Next Steps (Future Sprints)

1. **Scale to 42 agents** (Phases 5-6)
   - Add engineering agents (14)
   - Add PM agents (6)
   - Add RA/QM agents (12)
   - Expand command catalog (30+)

2. **Installation System** (Phase 3)
   - install.sh (interactive)
   - uninstall.sh
   - Backwards compatibility

3. **Marketplace Plugin** (Phase 7)
   - Anthropic marketplace submission
   - Plugin packaging
   - Distribution

## Related Links

- **Sprint Docs:** `documentation/delivery/sprint-11-06-2025/`
- **Milestone:** CS- Orchestrator Framework v1.0 (100% complete)
- **Issues:** #1-#12 (all closed)
- **Feature Branch:** `feature/sprint-11-06-2025`

## Reviewer Notes

**Review Focus:**
- [ ] Architecture design (hybrid routing, multi-agent patterns)
- [ ] Code quality (agent structure, configuration files)
- [ ] Documentation completeness (4 files, 2000+ lines)
- [ ] Testing coverage (12/12 test cases)
- [ ] Token optimization (60%+ savings validated)
- [ ] Integration (CLAUDE.md, AGENTS.md updated)

**Validation Commands:**
```bash
# Test routing
cat orchestrator/routing-rules.yaml

# Test orchestrator agent
cat agents/orchestrator/cs-orchestrator.md

# Test commands
ls -R commands/

# Review documentation
cat documentation/USER_GUIDE.md
cat documentation/ORCHESTRATOR_ARCHITECTURE.md

# Check test results
cat orchestrator/test-results.md
cat orchestrator/final-validation.md
```

---

**Sprint Status:** ✅ COMPLETE
**Ready for Review:** ✅ YES
**Closes:** #1, #2, #3, #4, #5, #6, #7, #8, #9, #10, #11, #12
EOF
)
```

**Acceptance Criteria:**
- [ ] Final commit pushed
- [ ] PR created to dev branch
- [ ] PR description comprehensive (includes all deliverables, metrics, testing)
- [ ] All 12 issues referenced in PR

**Deliverable:** Pull request
**Completed:**
**Issue:** #12 🔄

---

#### Task 5.6: Close Final GitHub Issue
**Estimated Time:** 5 minutes

```bash
# Close final issue
gh issue close 12 --comment "✅ Sprint wrap-up complete. CLAUDE.md and AGENTS.md updated, final integration testing passed, sprint retrospective documented, PR #X created to dev branch. Sprint status: 100% complete (12/12 issues closed, 29/29 tasks complete)."
```

**Acceptance Criteria:**
- [ ] Issue #12 closed
- [ ] Closing comment includes PR reference

---

#### Task 5.7: Sprint Completion Validation
**Estimated Time:** 30 minutes

**Final Validation Checklist:**

**Sprint Documentation:**
- [ ] context.md complete (239 lines)
- [ ] plan.md complete (900+ lines)
- [ ] PROGRESS.md complete with retrospective (558+ lines)

**GitHub:**
- [ ] Milestone 100% complete (12/12 issues closed)
- [ ] All issue comments added
- [ ] PR created and ready for review

**Core Deliverables:**
- [ ] cs-orchestrator agent (320+ lines)
- [ ] routing-rules.yaml
- [ ] 10 commands created
- [ ] coordination-patterns.yaml
- [ ] quality-standards.yaml
- [ ] cache-config.yaml
- [ ] context-loading-rules.yaml

**Documentation:**
- [ ] USER_GUIDE.md (600+ lines)
- [ ] ORCHESTRATOR_ARCHITECTURE.md (600+ lines)
- [ ] TOKEN_OPTIMIZATION.md (400+ lines)
- [ ] TROUBLESHOOTING.md (400+ lines)
- [ ] Total 2000+ lines

**Testing:**
- [ ] 12/12 test cases passed
- [ ] test-results.md documented
- [ ] final-validation.md documented

**Integration:**
- [ ] CLAUDE.md updated
- [ ] AGENTS.md updated
- [ ] All links working

**Metrics:**
- [ ] Token savings: 60%+
- [ ] Cache hit rate: 75%+
- [ ] Routing accuracy: 95%+ (rule), 85%+ (AI)
- [ ] Process count: Never exceeded 30
- [ ] Test coverage: 100%

**Git:**
- [ ] All commits follow conventional format
- [ ] Feature branch pushed
- [ ] PR ready for review

**End of Sprint Status:**
- ✅ All deliverables complete
- ✅ All success metrics met
- ✅ All testing passed
- ✅ Documentation comprehensive
- ✅ GitHub issues: 12/12 closed (100%)
- ✅ Tasks: 29/29 complete (100%)
- ✅ PR ready for review
- ✅ Sprint: COMPLETE

---

## Sprint Completion Summary

### Deliverables

**Phase 1: Foundation**
- ✅ cs-orchestrator agent (320+ lines)
- ✅ routing-rules.yaml (keyword mapping)
- ✅ 10 task-based commands
- ✅ GitHub milestone + 12 issues

**Phase 2: Multi-Agent Coordination**
- ✅ coordination-patterns.yaml
- ✅ Sequential handoff workflow
- ✅ Parallel consultation pattern
- ✅ Handoff templates
- ✅ Process monitoring
- ✅ Quality gates (Layer 1 & 2)

**Phase 3: Token Optimization**
- ✅ Prompt caching (75%+ cache hit)
- ✅ Conditional context loading
- ✅ Model optimization (2 Opus, 6 Sonnet)
- ✅ AI-based routing (85%+ accuracy)
- ✅ 60%+ token savings

**Phase 4: Documentation & Testing**
- ✅ USER_GUIDE.md (600+ lines)
- ✅ ORCHESTRATOR_ARCHITECTURE.md (600+ lines)
- ✅ TOKEN_OPTIMIZATION.md (400+ lines)
- ✅ TROUBLESHOOTING.md (400+ lines)
- ✅ End-to-end testing (12/12 passed)

**Phase 5: Integration**
- ✅ CLAUDE.md updated
- ✅ AGENTS.md updated
- ✅ Final integration testing
- ✅ Sprint retrospective
- ✅ PR created

### Metrics

| Metric | Target | Achieved | Status |
|--------|--------|----------|--------|
| Issues Completed | 12 | 12 | ✅ 100% |
| Tasks Completed | 29 | 29 | ✅ 100% |
| Commands Created | 10+ | 10 | ✅ Met |
| Token Savings | 60%+ | 60%+ | ✅ Met |
| Cache Hit Rate | 75%+ | 75%+ | ✅ Met |
| Routing Accuracy (Rule) | 95%+ | 95%+ | ✅ Met |
| Routing Accuracy (AI) | 85%+ | 85%+ | ✅ Met |
| Process Count | <30 | <30 | ✅ Met |
| Documentation | 2000+ lines | 2000+ | ✅ Met |
| Test Coverage | 100% | 100% | ✅ Met |

### Files Created

**Total:** 35+ files

**Agents:** 1 file
**Configuration:** 5 files
**Commands:** 11 files
**Documentation:** 8 files
**Analysis:** 4 files
**Templates:** 1 file
**Sprint Docs:** 3 files
**Updated:** 2 files

---

## Sprint Retrospective Notes

### What Went Well
- [To be filled during Day 5 retrospective]

### Challenges Encountered
- [To be filled during Day 5 retrospective]

### Lessons Learned
- [To be filled during Day 5 retrospective]

### Process Improvements
- [To be filled during Day 5 retrospective]

---

## References

- **Sprint Context:** `documentation/delivery/sprint-11-06-2025/context.md`
- **Progress Tracker:** `documentation/delivery/sprint-11-06-2025/PROGRESS.md`
- **GitHub Milestone:** CS- Orchestrator Framework v1.0
- **GitHub Issues:** #1-#12
- **Feature Branch:** feature/sprint-11-06-2025
- **Reference Architecture:** ~/.claude/documentation/system-architecture/orchestration-architecture.md

---

**Sprint Status:** 🔄 IN PROGRESS (Day 1)
**Next Action:** Continue Day 1 tasks (cs-orchestrator agent creation)
**Document Version:** 1.0
**Created:** November 6, 2025
**Last Updated:** November 6, 2025
