architect-workflow

Deterministic AI engineering workflow with multi-agent teams. Triggers: architect mode, consistency sweep, pipeline audit, team workflow

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Install skill "architect-workflow" with this command: npx skills add pivanov/ai-skills/pivanov-ai-skills-architect-workflow

Architect Workflow

Professional team-based workflows for AI software engineering. Includes deterministic planning frameworks, consistency verification, and pipeline auditing.

What's Included

1. Architect Mode (Command + Team)

A 6-phase framework for rigorous software engineering:

  • Phase 1-2: Deconstruction & Research (no code)
  • Phase 3-4: Planning & Approval gates
  • Phase 5: Delegated implementation with enforced review loops
  • Phase 6: Integration & completion report

Use when: Complex features, architectural changes, anything >3 files

Trigger: /architect-workflow [goal]

2. Consistency Sweep Team

4 specialized agents verify docs, config, and architecture stay in sync:

  • Docs Verifier: Compare documentation against actual code
  • Dashboard Verifier: Match UI components to backend config
  • Config Verifier: Validate defaults, constants, schemas
  • Architecture Verifier: Check structural docs match reality

Use when: After major refactors, before releases, maintaining large codebases

3. Pipeline Health Team

4 auditors investigate content generation pipelines for bugs and performance:

  • Draft Phase Auditor: End-to-end draft flow analysis
  • Critique Phase Auditor: Critique/re-draft loop verification
  • Validator Auditor: Check validators and enforcers
  • Orchestration Auditor: State machine and phase coordination

Use when: Debugging complex pipelines, performance tuning, quality audits

Installation

This skill installs files to:

  • .claude/commands/architect-workflow.md - The /architect-workflow command
  • .claude/teams/architect.md - Architect Mode team workflow
  • .claude/teams/consistency-sweep.md - Consistency verification team
  • .claude/teams/pipeline-perf.md - Pipeline health audit team

Quick Start

After installation:

# Launch architect mode
/architect-workflow "Add user authentication with JWT tokens"

# Or paste team definitions directly into Claude
# See team files in .claude/teams/

Architect Mode Process

  1. Deconstruct: Break down goals into objectives + research questions
  2. Research: Spawn parallel Explore agents for codebase investigation
  3. Plan: Write PLAN.md with tasks, sandboxes, success criteria
  4. Approve: User reviews plan before any code is written
  5. Execute: Implementers (Opus) + Reviewers (Sonnet) with accept/reject loops
  6. Integrate: Final checks, cleanup temp files, completion report

Key Feature: NO CODE until Phase 5 approval - prevents "ready, fire, aim" loops

Team Scaling

ScopeResearchersImplementersReviewers
Small (≤3 files)Skip (Quick Mode)1 Opus1 Sonnet
Medium (4-10 files)2 Explore2-3 Opus1 Sonnet
Large (10+ files)3 Explore3-4 Opus1-2 Sonnet

When to Use What

Architect Mode: Building new features, refactoring, architectural changes Consistency Sweep: Post-refactor verification, release prep, doc maintenance Pipeline Health: Debugging multi-stage flows, performance investigation, quality audits

Philosophy

These workflows enforce discipline:

  • Research before planning
  • Planning before implementation
  • Review before merging
  • Measurable success criteria
  • Explicit file sandboxes
  • No code outside scope

Result: Higher quality, fewer bugs, better architecture decisions.

Source Transparency

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