/popkit:dev "Add user authentication"
# Automatically analyzes complexity
# Displays: "Analyzing complexity... Score: 7/10 (Complex)"
# Recommends: "5-7 subtasks suggested"
# Selects appropriate agents based on complexity

/popkit:dev analyze "Refactor database layer"

from popkit_shared.utils.complexity_scoring import analyze_complexity

# Analyze a task
result = analyze_complexity(
    "Add real-time notifications with WebSockets",
    metadata={
        "files_affected": 8,
        "dependencies": 5
    }
)

# Access results
score = result["complexity_score"]  # 7
subtasks = result["recommended_subtasks"]  # 6
phases = result["phase_distribution"]  # {"planning": 2, "implementation": 4, ...}
risks = result["risk_factors"]  # ["integration_complexity", "architecture_impact"]
agents = result["suggested_agents"]  # ["code-architect", "refactoring-expert"]

from popkit_shared.utils.skill_context import save_skill_context, SkillOutput
from popkit_shared.utils.complexity_scoring import analyze_complexity

# Analyze complexity
result = analyze_complexity(task_description)

# Save for downstream skills
save_skill_context(SkillOutput(
    skill_name="pop-complexity-analyzer",
    status="completed",
    output={
        "complexity_score": result["complexity_score"],
        "recommended_subtasks": result["recommended_subtasks"],
        "phase_distribution": result["phase_distribution"],
        "risk_factors": result["risk_factors"],
        "suggested_agents": result["suggested_agents"]
    },
    artifacts=[],
    next_suggested="pop-writing-plans"
))

{
  "complexity_score": 7,
  "complexity_level": "COMPLEX",
  "recommended_subtasks": 6,
  "phase_distribution": {
    "discovery": 1,
    "planning": 2,
    "implementation": 4,
    "testing": 2,
    "review": 1,
    "integration": 1
  },
  "risk_factors": ["architecture_impact", "security_critical"],
  "reasoning": "Complexity Score: 7/10 (Architecture changes, high impact)...",
  "suggested_agents": ["code-architect", "refactoring-expert", "security-auditor"]
}

from popkit_shared.utils.complexity_scoring import quick_score

task = "Refactor authentication module"
complexity = quick_score(task)

if complexity >= 8:
    agent = "code-architect"  # Senior agent for complex tasks
elif complexity >= 5:
    agent = "refactoring-expert"
else:
    agent = "rapid-prototyper"

features = parse_prd(document)
for feature in features:
    complexity = analyze_complexity(feature.description)
    feature.complexity_score = complexity["complexity_score"]
    feature.subtasks_recommended = complexity["recommended_subtasks"]

# Sort by complexity (tackle simple features first)
features.sort(key=lambda f: f.complexity_score)

complexity_result = analyze_complexity(task_description)
score = complexity_result["complexity_score"]

if score <= 4:
    workflow = "quick_mode"  # 5 steps
elif score <= 7:
    workflow = "standard_mode"  # 7 phases
else:
    workflow = "full_mode_with_architecture"