# Team Architecture Optimization -- CSV Schema ## Master CSV: tasks.csv ### Column Definitions #### Input Columns (Set by Decomposer) | Column | Type | Required | Description | Example | |--------|------|----------|-------------|---------| | `id` | string | Yes | Unique task identifier (PREFIX-NNN) | `"ANALYZE-001"` | | `title` | string | Yes | Short task title | `"Analyze architecture"` | | `description` | string | Yes | Detailed task description (self-contained) with goal, inputs, outputs, success criteria | `"Analyze codebase architecture..."` | | `role` | enum | Yes | Worker role: `analyzer`, `designer`, `refactorer`, `validator`, `reviewer` | `"analyzer"` | | `issue_type` | string | No | Architecture issue category: CYCLE, COUPLING, COHESION, GOD_CLASS, DUPLICATION, LAYER_VIOLATION, DEAD_CODE, API_BLOAT | `"CYCLE"` | | `priority` | enum | No | P0 (Critical), P1 (High), P2 (Medium), P3 (Low) | `"P0"` | | `target_files` | string | No | Semicolon-separated file paths to focus on | `"src/auth/index.ts;src/user/index.ts"` | | `deps` | string | No | Semicolon-separated dependency task IDs | `"ANALYZE-001"` | | `context_from` | string | No | Semicolon-separated task IDs for context | `"ANALYZE-001"` | | `exec_mode` | enum | Yes | Execution mechanism: `csv-wave` or `interactive` | `"csv-wave"` | #### Computed Columns (Set by Wave Engine) | Column | Type | Description | Example | |--------|------|-------------|---------| | `wave` | integer | Wave number (1-based, from topological sort) | `2` | | `prev_context` | string | Aggregated findings from context_from tasks (per-wave CSV only) | `"[ANALYZE-001] Found 5 architecture issues..."` | #### Output Columns (Set by Agent) | Column | Type | Description | Example | |--------|------|-------------|---------| | `status` | enum | `pending` -> `completed` / `failed` / `skipped` | `"completed"` | | `findings` | string | Key discoveries (max 500 chars) | `"Found 3 circular deps, 2 God Classes..."` | | `verdict` | string | Validation/review verdict: PASS, WARN, FAIL, APPROVE, REVISE, REJECT | `"PASS"` | | `artifacts_produced` | string | Semicolon-separated paths of produced artifacts | `"artifacts/architecture-report.md"` | | `error` | string | Error message if failed | `""` | --- ### exec_mode Values | Value | Mechanism | Description | |-------|-----------|-------------| | `csv-wave` | `spawn_agents_on_csv` | One-shot batch execution within wave | | `interactive` | `spawn_agent`/`wait`/`send_input`/`close_agent` | Multi-round individual execution | Interactive tasks appear in master CSV for dependency tracking but are NOT included in wave-{N}.csv files. --- ### Role Prefix Mapping | Role | Prefix | Stage | Responsibility | |------|--------|-------|----------------| | analyzer | ANALYZE | 1 | Architecture analysis, baseline metrics, issue identification | | designer | DESIGN | 2 | Refactoring plan design, strategy selection, prioritization | | refactorer | REFACTOR / FIX | 3 | Code implementation, refactoring application, targeted fixes | | validator | VALIDATE | 4 | Build checks, test suite, metric validation, API compatibility | | reviewer | REVIEW | 4 | Code review for correctness, patterns, completeness, safety | --- ### Example Data ```csv id,title,description,role,issue_type,priority,target_files,deps,context_from,exec_mode,wave,status,findings,verdict,artifacts_produced,error "ANALYZE-001","Analyze architecture","PURPOSE: Analyze codebase architecture to identify structural issues\nTASK:\n- Build import graph, detect circular deps\n- Identify God Classes (>500 LOC, >10 methods)\n- Calculate coupling/cohesion metrics\n- Detect dead code and dead exports\nINPUT: Codebase under target scope\nOUTPUT: artifacts/architecture-baseline.json + artifacts/architecture-report.md\nSUCCESS: Ranked issue list with severity, baseline metrics collected\nSESSION: .workflow/.csv-wave/tao-example-20260308","analyzer","","","","","","csv-wave","1","pending","","","","" "DESIGN-001","Design refactoring plan","PURPOSE: Design prioritized refactoring plan from architecture report\nTASK:\n- For each issue, select refactoring strategy\n- Prioritize by impact/effort ratio (P0-P3)\n- Define measurable success criteria per refactoring\n- Assign unique REFACTOR-IDs with non-overlapping file targets\nINPUT: artifacts/architecture-report.md + artifacts/architecture-baseline.json\nOUTPUT: artifacts/refactoring-plan.md\nSUCCESS: Prioritized plan with self-contained REFACTOR blocks\nSESSION: .workflow/.csv-wave/tao-example-20260308","designer","","","","ANALYZE-001","ANALYZE-001","csv-wave","2","pending","","","","" "REFACTOR-001","Implement refactorings","PURPOSE: Implement architecture refactoring changes per plan\nTASK:\n- Apply refactorings in priority order (P0 first)\n- Update all import references when moving/renaming\n- Update all test files referencing moved symbols\n- Preserve existing behavior\nINPUT: artifacts/refactoring-plan.md\nOUTPUT: Modified source files\nSUCCESS: All planned structural changes applied, no dangling imports\nSESSION: .workflow/.csv-wave/tao-example-20260308","refactorer","","","","DESIGN-001","DESIGN-001","csv-wave","3","pending","","","","" "VALIDATE-001","Validate refactoring","PURPOSE: Validate refactoring improves architecture without breaking functionality\nTASK:\n- Build check: zero new compilation errors\n- Test suite: all previously passing tests still pass\n- Metrics: coupling improved or neutral, no new cycles\n- API: public signatures preserved\nINPUT: artifacts/architecture-baseline.json + artifacts/refactoring-plan.md\nOUTPUT: artifacts/validation-results.json\nSUCCESS: All dimensions PASS\nSESSION: .workflow/.csv-wave/tao-example-20260308","validator","","","","REFACTOR-001","REFACTOR-001","csv-wave","4","pending","","","","" "REVIEW-001","Review refactoring code","PURPOSE: Review refactoring changes for correctness and quality\nTASK:\n- Correctness: no behavior changes, all references updated\n- Pattern consistency: follows existing conventions\n- Completeness: imports, tests, configs all updated\n- Migration safety: no dangling refs, backward compatible\n- Best practices: SOLID principles, appropriate abstraction\nINPUT: artifacts/refactoring-plan.md + changed files\nOUTPUT: artifacts/review-report.md\nSUCCESS: APPROVE verdict (no Critical/High findings)\nSESSION: .workflow/.csv-wave/tao-example-20260308","reviewer","","","","REFACTOR-001","REFACTOR-001","csv-wave","4","pending","","","","" ``` --- ### Column Lifecycle ``` Decomposer (Phase 1) Wave Engine (Phase 2) Agent (Execution) --------------------- -------------------- ----------------- id ----------> id ----------> id title ----------> title ----------> (reads) description ----------> description ----------> (reads) role ----------> role ----------> (reads) issue_type ----------> issue_type ----------> (reads) priority ----------> priority ----------> (reads) target_files----------> target_files----------> (reads) deps ----------> deps ----------> (reads) context_from----------> context_from----------> (reads) exec_mode ----------> exec_mode ----------> (reads) wave ----------> (reads) prev_context ----------> (reads) status findings verdict artifacts_produced error ``` --- ## Output Schema (JSON) Agent output via `report_agent_job_result` (csv-wave tasks): ```json { "id": "ANALYZE-001", "status": "completed", "findings": "Found 5 architecture issues: 2 circular deps (auth<->user, service<->repo), 1 God Class (UserManager 850 LOC), 1 dead code cluster (src/legacy/), 1 API bloat (utils/ exports 45 symbols, 12 unused).", "verdict": "", "artifacts_produced": "artifacts/architecture-baseline.json;artifacts/architecture-report.md", "error": "" } ``` Interactive tasks output via structured text or JSON written to `interactive/{id}-result.json`. --- ## Discovery Types | Type | Dedup Key | Data Schema | Description | |------|-----------|-------------|-------------| | `cycle_found` | `data.modules` (sorted) | `{modules, depth, description}` | Circular dependency detected | | `god_class_found` | `data.file` | `{file, loc, methods, description}` | God Class/Module identified | | `coupling_issue` | `data.module` | `{module, fan_in, fan_out, description}` | High coupling detected | | `dead_code_found` | `data.file+data.type` | `{file, type, description}` | Dead code or dead export | | `layer_violation` | `data.from+data.to` | `{from, to, description}` | Layering violation detected | | `file_modified` | `data.file` | `{file, change, lines_added}` | File change recorded | | `pattern_found` | `data.pattern_name+data.location` | `{pattern_name, location, description}` | Code pattern identified | | `metric_measured` | `data.metric+data.module` | `{metric, value, unit, module}` | Architecture metric measured | | `artifact_produced` | `data.path` | `{name, path, producer, type}` | Deliverable created | ### Discovery NDJSON Format ```jsonl {"ts":"2026-03-08T10:00:00Z","worker":"ANALYZE-001","type":"cycle_found","data":{"modules":["auth","user"],"depth":2,"description":"Circular dependency: auth imports user, user imports auth"}} {"ts":"2026-03-08T10:01:00Z","worker":"ANALYZE-001","type":"god_class_found","data":{"file":"src/services/UserManager.ts","loc":850,"methods":15,"description":"UserManager handles auth, profile, permissions, notifications"}} {"ts":"2026-03-08T10:05:00Z","worker":"ANALYZE-001","type":"metric_measured","data":{"metric":"coupling_score","value":0.72,"unit":"normalized","module":"src/auth/"}} {"ts":"2026-03-08T10:20:00Z","worker":"REFACTOR-001","type":"file_modified","data":{"file":"src/auth/index.ts","change":"Extracted IAuthService interface to break cycle","lines_added":25}} {"ts":"2026-03-08T10:25:00Z","worker":"REFACTOR-001","type":"artifact_produced","data":{"name":"refactoring-summary","path":"artifacts/refactoring-plan.md","producer":"designer","type":"markdown"}} ``` > Both csv-wave and interactive agents read/write the same discoveries.ndjson file. --- ## Cross-Mechanism Context Flow | Source | Target | Mechanism | |--------|--------|-----------| | CSV task findings | Interactive task | Injected via spawn message or send_input | | Interactive task result | CSV task prev_context | Read from interactive/{id}-result.json | | Any agent discovery | Any agent | Shared via discoveries.ndjson | --- ## Validation Rules | Rule | Check | Error | |------|-------|-------| | Unique IDs | No duplicate `id` values | "Duplicate task ID: {id}" | | Valid deps | All dep IDs exist in tasks | "Unknown dependency: {dep_id}" | | No self-deps | Task cannot depend on itself | "Self-dependency: {id}" | | No circular deps | Topological sort completes | "Circular dependency detected involving: {ids}" | | context_from valid | All context IDs exist and in earlier waves | "Invalid context_from: {id}" | | exec_mode valid | Value is `csv-wave` or `interactive` | "Invalid exec_mode: {value}" | | Description non-empty | Every task has description | "Empty description for task: {id}" | | Status enum | status in {pending, completed, failed, skipped} | "Invalid status: {status}" | | Role valid | role in {analyzer, designer, refactorer, validator, reviewer} | "Invalid role: {role}" | | Verdict enum | verdict in {PASS, WARN, FAIL, APPROVE, REVISE, REJECT, ""} | "Invalid verdict: {verdict}" | | Cross-mechanism deps | Interactive to CSV deps resolve correctly | "Cross-mechanism dependency unresolvable: {id}" |