# Parallel Dispatch

> MECE task decomposition, file ownership enforcement, DAG-based execution, and safe merge protocol for intra-domain parallel dispatch. The safety invariants that prevent merge chaos when multiple agents write in parallel. Applies recursively at every nesting depth.

- Skill: `irahardianto/parallel-dispatch` (Agent Skill)
- Install (CLI): `npx skillmds@latest add irahardianto/parallel-dispatch`
- Raw SKILL.md: https://api.skillmd.com/api/skills/irahardianto/parallel-dispatch/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Productivity
- Author: irahardianto (https://skillmd.com/u/irahardianto)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/irahardianto/parallel-dispatch

---


# Parallel Dispatch

Safe parallel execution of multiple agents within the same domain. This skill defines the **safety invariants** — the constraints that, if maintained, guarantee conflict-free merges by construction.

> **Recursive by design.** These invariants apply at every nesting depth. A `@backend-engineer[auth]` that spawns sub-subagents for `[auth-login]` and `[auth-registration]` must apply the same decomposition, ownership, and merge rules internally.

## When to Invoke

- Before dispatching multiple instances of the same agent type within a primitive
- When any agent (at any depth) needs to parallelize its own workload across sub-subagents
- When re-planning after a sub-task failure

## 1. Decomposition

Break work into parallelizable, MECE sub-tasks. Each gets a **scope card**.

### Protocol

1. **Inventory** — List all concrete deliverables (files, modules, endpoints, tests)
2. **Cluster by feature** — Group by vertical feature slice, not technical layer
3. **MECE validate** — No file in two clusters. No deliverable unassigned.
4. **Dependency scan** — Mark `hard` (blocks) vs `soft` (beneficial but not blocking) dependencies
5. **Produce scope cards**
6. **Cap check** — >5 instances of same agent type → prompt user

**Critical anti-pattern:** Layer-based decomposition (`handlers/`, `services/`, `repos/`) creates cross-cutting dependencies. Always use feature-based clustering (`auth/`, `tasks/`, `notifications/`).

### Scope Card Format

```markdown
### Scope Card: @<agent-type>[<scope>]
- **Deliverables**: <list of concrete outputs>
- **Write Scope**: <glob pattern for exclusive write access>
- **Shared Reads**: <glob patterns for read-only access>
- **Hard Dependencies**: <scope cards that must complete first>
- **Soft Dependencies**: <scope cards that are beneficial but not blocking>
```

Rules:
- Every card has at least one concrete deliverable
- Every card has a write scope (glob pattern)
- Write scopes between agents MUST be disjoint
- Scope names use kebab-case: `[auth]`, `[task-crud]`, `[user-profile]`
- Empty scope cards are invalid — merge with adjacent cluster

### Recursive Decomposition

When an agent receives a scope card and the work is still too broad:

1. Further decompose the scope card into sub-scope cards
2. Apply the same MECE/ownership rules within the narrower boundary
3. The parent's write scope becomes the ceiling — children cannot write outside it
4. Children inherit shared reads from parent plus parent's own outputs

```
@backend-engineer[auth]           ← scope card from orchestrator
  └─ @backend-engineer[auth-login]      ← sub-scope card (self-decomposed)
  └─ @backend-engineer[auth-register]   ← sub-scope card (self-decomposed)
  └─ @backend-engineer[auth-integration] ← wires sub-features together
```

**Agent Spawn Protocol for sub-agents:** When spawning sub-agents that have role files in `.agents/agents/`, use `TypeName="self"` with a descriptive `Role` name and reference the role file in their system prompt: `"Your role, domain, skills, boundaries, and protocols are defined in file://{workspace}/.agents/agents/{agent-type}.md. Read this file FIRST."` Never paraphrase the role file from memory.

## 2. Ownership

The safety invariant: **one writer per file**. If ownership is valid, merges are conflict-free by construction.

### Three Zones

| Zone | Access | Mutability |
|---|---|---|
| **Exclusive Write** | Read + Write by exactly one sub-task | Mutable only by owner |
| **Shared Read** | Read by any sub-task | Immutable during BUILD |
| **Contracts Layer** | Read by all BUILD agents | Produced by DESIGN, frozen for BUILD |

> When contracts are authored using the `structured-spec` standard, the generated manifest (`specification.md` §7-8) provides machine-parseable work package partitioning by contract ID, contract type, requirement closure, or stack category. See `structured-spec/specification.md` §8 (Multi-Agent Slicing).

If a BUILD agent discovers a contract needs changes → **STOP and escalate** for DESIGN revision. Never silently modify frozen contracts.

### Integration Sub-Task

Aggregation files (routers, registries, main entry points, config) inherently collect contributions from multiple features. Handle with a dedicated `[integration]` sub-task:

- Runs **after** all parallel sub-tasks for its agent type
- Owns **only** aggregation files
- Merges **last**

This pattern applies recursively — a deeply nested agent that parallelizes can have its own integration sub-task.

### Ownership Matrix

Before dispatch, build a matrix from scope cards:

```markdown
| Sub-Task | Write Scope (exclusive) | Shared Reads |
|----------|------------------------|--------------|
| @agent[scope-1] | `features/<scope-1>/**` | `types/**`, `config/**` |
| @agent[scope-2] | `features/<scope-2>/**` | `types/**`, `config/**` |
| @agent[integration] | `router/**`, `main.*` | All feature dirs (read-only) |
```

Validate before dispatch:
- Write scopes are **disjoint** (zero file overlap between writers at same level)
- Write scopes are **exhaustive** (every file that needs modification is owned)
- No BUILD agent writes to contracts layer
- Integration sub-tasks are at a later DAG level than their parallel peers

## 3. Execution

### DAG Levels

Group scope cards into levels by dependency depth:

- **Level 0**: No dependencies — dispatch in parallel
- **Level N**: All dependencies satisfied by levels 0 through N-1

All nodes at the same level are independent — dispatch in parallel. Between levels: merge completed branches, run quality gate, then proceed to next level.

If a node fails: Retry once with failure context → re-assign to different specialist → escalate to parent coordinator. If failure changes scope, re-decompose the affected sub-tree only — already-completed nodes outside the failure are preserved.

### Merge Order

Within a level, merge in this priority:
1. **Dependency order** — merge nodes that downstream work depends on first
2. **Smallest diff first** — for independent nodes, merge smaller changes first (less conflict surface)
3. **Integration last** — `[integration]` sub-tasks always merge after feature branches

### Conflict Classification

| Type | Description | Resolution |
|---|---|---|
| **Textual** | Same line modified by two branches | Analyze intent, pick correct or combine |
| **Semantic** | Different changes that interact logically | Requires understanding both; may need new code |
| **Structural** | File reorganization conflicts | Re-apply changes on new structure |
| **Integration** | Both add routes/config entries | Combine additions, order by convention |

> If the same conflict pattern repeats across merges, the **decomposition was flawed** — re-decompose, don't keep patching conflicts.

## 4. Read-Only Agents

Read-only agents (scout, reviewer, security-engineer, ux-craftsman, incident-responder) use MECE scoping for **coverage guarantees**, not conflict prevention:

- Each instance covers a disjoint area
- Union covers 100% of relevant scope
- No merge step — they produce documents/findings passed as context to downstream agents

## Anti-Patterns

| Anti-Pattern | Why It Fails | Fix |
|---|---|---|
| Layer-based decomposition | Cross-cutting deps, every sub-task touches every feature | Feature-based clustering |
| Shared write access | Merge conflicts guaranteed | One writer per file, extract to contract layer |
| Scope too small (<1 file) | Overhead exceeds benefit | Merge into adjacent cluster |
| Scope too broad (entire domain) | No parallelism gained | Break into feature slices |
| Decomposing without DESIGN output | No contracts → incompatible assumptions | DESIGN before BUILD decomposition |
| Modifying frozen contracts in BUILD | Downstream agents built against wrong interface | STOP, escalate for DESIGN revision |
| Skipping MECE validation | Gaps → missed work, overlaps → conflicts | Always validate before dispatch |

## 5. Hierarchical Decomposition

When work spans multiple scope cards, decompose into coordinator subtrees — not a flat fan-out of executors.

### Decision: Flat vs. Hierarchical

| Signal | Dispatch Model |
|---|---|
| ≤5 scope cards, single domain | Flat (direct builder dispatch) |
| >5 scope cards OR multi-domain | Hierarchical (@tech-lead per domain) |
| Cross-cutting dependencies between domains | Hierarchical with @tech-lead[integration] |

### Coordinator Pattern

A coordinator agent (@overseer, @conductor, @tech-lead):
1. Owns a subtree of executors
2. Has its own `.agentwork/brief.md`, `.agentwork/handoff.md` lifecycle
3. Reports upward to its parent coordinator, not to the root
4. Never writes production code (Tech-Lead may write integration/wiring code)

### Nesting Budget — 4 Layers Max

| Layer | Role | Max Agents |
|---|---|---|
| 0 | @overseer (pipeline supervisor) | 1 |
| 1 | @conductor | 1 |
| 2 | @tech-lead / builders / @reviewer / @red-team-lead | As needed |
| 3 | Specialists within tech-lead or red-team-lead | As needed |

Total budget: **4 layers max** (L0 supervisor + 3 active layers). Recommended: **3** for typical features (Overseer → Conductor → Builders).

### Workspace Strategy by Layer

| Layer | Workspace Mode | Rationale |
|---|---|---|
| 0 | `inherit` | Overseer reads the main workspace |
| 1 | `inherit` | Conductor reads the main workspace |
| 2 (writers) | `inherit` or `share` | Tech-Lead and builders share workspace |
| 2 (readers) | `inherit` | Reviewer and scouts read the workspace |
| 3 | `inherit` | Specialists within tech-lead/red-team share workspace |

### Integration Between Scope Cards

After all scope cards pass their individual checks:
1. @conductor dispatches @tech-lead[integration] with all card handoffs
2. @tech-lead[integration] owns aggregation files (routers, registries, configs)
3. Integration runs on the main workspace
4. A final @reviewer runs cross-card verification before completion

## 6. Scope Sizing & Integration Points

### Scope Sizing Heuristics

| Signal | Action |
|---|---|
| Scope card requires **>4 workers** | Too large — split into sub-cards |
| Scope card is **1 worker editing ≤3 files** | Too small — merge with adjacent card |
| Scope card spans **>8 files** | Too broad — find a natural seam to split |
| Scope card touches **<1 file** | Phantom card — remove or merge |

**Sweet spot:** 3–8 files per scope card, 1–3 workers, completable by 1 tech-lead with ≤4 specialists.

### Integration Point Identification

Integration points are where scope cards touch each other:
- Shared API contracts (request/response types, proto files)
- Database schemas and migrations
- Event bus topics and message formats
- Configuration files and environment variables

Rules:
1. Identify ALL integration points **before** dispatch — never discover them mid-build
2. Assign integration work to `@tech-lead[integration]`, which runs **after** all scope cards pass
3. Shared contracts are **read-only during BUILD** — no scope card may modify a shared contract unilaterally
4. If a contract needs changes, **STOP and escalate** to the coordinator for re-planning