IF conversation contains "--resume AGENT-":
  Extract AGENT_ID from argument
  MODE = "resume"
ELSE:
  MODE = "new"
  Extract $NAME, $MODE, $TEMPLATE, $DOMAIN, $SPEC_FILE from conversation markers

IF MODE == "resume":
  checkpoint_path = "devforgeai/workflows/agent-creation/${AGENT_ID}.checkpoint.json"
  Glob(pattern=checkpoint_path)

  IF found:
    Read(file_path=checkpoint_path)
    Restore session state from checkpoint
    CURRENT_PHASE = checkpoint.progress.current_phase
    Display: "Resuming ${AGENT_ID} from Phase ${CURRENT_PHASE}"
    GOTO Phase Orchestration Loop at CURRENT_PHASE
  ELSE:
    Display: "No checkpoint found for ${AGENT_ID}."
    AskUserQuestion:
      Question: "No checkpoint found. What would you like to do?"
      Header: "Resume"
      Options:
        - label: "Start a new agent creation"
          description: "Begin fresh session"
        - label: "Cancel"
          description: "Exit without action"
    IF "Start new": MODE = "new", continue below
    IF "Cancel": EXIT skill

IF MODE == "new":
  # Scan for highest existing ID
  Glob(pattern="devforgeai/workflows/agent-creation/AGENT-*.checkpoint.json")

  # Extract highest NNN, increment
  AGENT_ID = "AGENT-{NNN+1}" (zero-padded to 3 digits minimum)

  # Ensure output directory exists
  Glob(pattern="devforgeai/workflows/agent-creation/.gitkeep")
  IF not found: Create directory structure

checkpoint = {
  "checkpoint_version": "1.0",
  "session_id": AGENT_ID,
  "created_at": "current timestamp",
  "status": "in_progress",
  "progress": {
    "current_phase": 0,
    "phases_completed": [],
    "completion_percentage": 0
  },
  "parameters": {
    "agent_name": $NAME,
    "creation_mode": $MODE,
    "domain": $DOMAIN,
    "template_name": $TEMPLATE,
    "spec_file": $SPEC_FILE
  },
  "framework_context": {
    "references_loaded": [],
    "context_files_required": []
  },
  "specification": {
    "name": null,
    "purpose": null,
    "domain": null,
    "tools": [],
    "model": null,
    "responsibilities": [],
    "integration_skills": [],
    "context_files": []
  },
  "generation": {
    "generated_files": {},
    "validation_results": null,
    "reference_file_needed": false
  },
  "phases": {
    "01": { "status": "pending", "steps_completed": [] },
    "02": { "status": "pending", "steps_completed": [], "questions_answered": 0 },
    "03": { "status": "pending", "steps_completed": [] },
    "04": { "status": "pending", "steps_completed": [] },
    "05": { "status": "pending", "steps_completed": [] },
    "06": { "status": "pending", "steps_completed": [] }
  }
}

Write(file_path="devforgeai/workflows/agent-creation/${AGENT_ID}.checkpoint.json", content=checkpoint)

Display:
"━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
  DevForgeAI Agent Creation
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

Session: ${AGENT_ID}
Mode: ${MODE}
Agent Name: ${NAME || 'To be determined in Phase 2'}

Phases: 6 (Context > Requirements > Specification > Generation > Validation > Handoff)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━"

FOR phase_num in range(CURRENT_PHASE, 7):  # Phases 01-06

    1. LOAD: Read(file_path="src/claude/skills/spec-driven-agents/phases/{phase_files[phase_num]}")
       Load the phase file FRESH. Do NOT rely on memory of previous reads.

    2. REFERENCE: Read the phase's reference file as specified in the phase Contract section.
       Each phase references a file in src/claude/skills/spec-driven-agents/references/.

    3. EXECUTE: Follow EVERY step in the phase file using EXECUTE-VERIFY-RECORD triplets.
       - Each step's EXECUTE tells you exactly what action to perform
       - Each step's VERIFY tells you how to confirm the action happened
       - Each step's RECORD tells you how to update the checkpoint

    4. EXIT CRITERIA: Verify ALL phase exit criteria are met before proceeding.
       IF any required data key is null or empty: HALT.

    5. CHECKPOINT: Update checkpoint JSON with phase completion.
       Write updated checkpoint to disk.

    6. CONTEXT CHECK: If estimated context > 70%, offer save-and-resume via AskUserQuestion.
       IF user chooses "Save and resume later":
         Write final checkpoint, display resume command, EXIT skill.

IF phases_completed < 6: HALT "WORKFLOW INCOMPLETE - {completed_count}/6 phases"
IF generated_file not on disk (Glob returns empty): HALT "Subagent file not generated"
IF validation_status != "PASS" and validation_status != "PASS WITH WARNINGS": HALT "Validation not passed"
IF checkpoint still exists: Delete checkpoint (session complete)