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Use when building new modules or features where teammates can each own a separate piece without stepping on each other

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Updated 2/8/2026

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SKILL.md

Feature Development: Parallel Module Pattern

Overview

Each teammate owns an independent module or component. They build in parallel without interfering. An integrator ensures cross-module consistency.

Core principle: Conway's Law as a tool — structure the team to mirror the desired architecture.

Management theory: Conway's Law (team structure → system architecture), T-Shaped Skills (specialists who understand the whole), Belbin role coverage.

When to Use

  • New feature with 2+ independent components
  • Each component can be built and tested in isolation
  • Components have well-defined interfaces/contracts
  • Code ownership is clear (no two people editing same file)

Don't use when:

  • Components are tightly coupled
  • Interface contracts are undefined
  • Single module that can't be split

Team Composition

coordinator (lead, delegate mode recommended)
├── architect × 1          (designs interfaces, reviews contracts)
├── implementer × 2-3      (one per module)
├── reviewer × 1            (code quality + spec compliance)
└── integrator × 1          (optional: cross-module consistency)

Belbin coverage:

  • Thinking: architect (Plant) + reviewer (Monitor-Evaluator)
  • Action: implementers (Implementer)
  • People: coordinator (Coordinator) + integrator (Teamworker)

Sizing by feature scope:

Feature SizeTeamNotes
2 modules3-4coordinator + 2 implementers + reviewer
3-4 modules4-5+ architect for interface design
5+ modules5-7+ integrator, or split into sub-teams

The Process

Phase 1: Forming — Architecture & Contracts

Before spawning implementers:

  1. Coordinator or architect defines module boundaries
  2. Define interface contracts between modules (API signatures, data shapes)
  3. Create task list with dependencies
  4. Each module is a task assigned to one implementer

Critical: Interface contracts MUST be locked before implementation starts (Tuckman's Norming). Changing contracts mid-build invalidates parallel work.

Contract template:

Module A provides:
  - function doX(input: TypeA): TypeB
  - emits event "x-complete" with payload TypeC

Module B consumes:
  - calls A.doX() with [specific inputs]
  - listens for "x-complete"

Agreed data types: [shared types file]

Phase 2: Storming — Plan Review

  • Architect presents module split + contracts
  • Reviewer checks for gaps, ambiguities
  • Devil-advocate (or reviewer) challenges: "What if module A fails? What's the error contract?"
  • Iterate until contracts are solid

Phase 3: Performing — Parallel Implementation

Each implementer:

  1. Works only on their assigned module
  2. Follows the agreed interface contract
  3. Writes tests for their module in isolation
  4. Commits independently (no file conflicts)

File ownership rule: No two implementers touch the same file. If shared code is needed, the integrator or architect handles it.

Coordinator in delegate mode:

  • Does NOT implement anything
  • Tracks progress via task list
  • Unblocks stuck implementers
  • Routes cross-module questions to architect

Phase 4: Integration

Integrator (or coordinator):

  1. Verifies all modules implement their contracts
  2. Writes integration tests
  3. Checks cross-cutting concerns (error handling, logging, auth)
  4. Resolves any interface mismatches

Phase 5: Adjourning — Review & Reflect

  • Reviewer runs full review on integrated code
  • team-orchestrator:session-reflection captures learnings

Conway's Law: Team ↔ Architecture Mapping

Structure your team to produce the architecture you want:

Desired ArchitectureTeam Structure
Microservices1 implementer per service
Monolith with modules1 implementer per module, shared integrator
Frontend + Backend1 FE impl + 1 BE impl (see cross-layer pattern)
Plugin system1 impl for core + 1 per plugin

Anti-pattern: Splitting by file instead of by feature. This produces files that "work" in isolation but features that don't cohere.

Common Mistakes

MistakeFix
Start implementing before contracts lockedNorming gate: plan must be approved
Two implementers editing same fileAssign file ownership explicitly
No integration phaseIntegrator role exists for this
Coordinator starts codingEnable delegate mode
Contracts too vagueInclude data types + error cases
No shared types fileArchitect creates it before implementation

Integration

Pre-requisite: team-orchestrator:orchestrating-work routes here Post-requisite: team-orchestrator:session-reflection records learnings Related: superpowers:subagent-driven-development for single-session alternative

Install

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Requires askill CLI v1.0+

AI Quality Score

95/100Analyzed 2/12/2026

A comprehensive and well-structured guide on the Parallel Module Pattern for feature development. It details team composition, execution phases, and management theories (Conway's Law, Belbin roles) with clear instructions for orchestration.

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Metadata

Licenseunknown
Version-
Updated2/8/2026
Publisherlabrinyang

Tags

apici-cdobservabilitysecurity