Speculative Orchestration

Overview

This skill is invoked by the

swarm

dispatcher. You should already have the goal, target, and selected roles from the dispatcher. If invoked directly, start from step 1.

Run competing approaches in parallel, each in an isolated worktree. A judge teammate evaluates all approaches and selects the winner.

Why the Judge Is a Teammate

Delegate mode prevents the lead from reading files, running code, or checking out branches. The judge needs

general-purpose

access with

isolation: worktree

to check out each approach branch, run tests, and evaluate code quality.

When to Use

• Risky or exploratory changes where the best approach is unclear
• Refactoring where multiple strategies are viable
• Best-of-N quality improvement
• Any task where comparing implementations side-by-side adds value

When NOT to Use

• The best approach is already known (use pipeline or fan-out)
• Tasks are independent analyses (use fan-out or map-reduce)
• Sequential dependencies (use pipeline)

Checklist

You MUST complete these steps in order:

1. Identify goal and target
2. Read config
3. Define approaches
4. Check for existing team
5. Confirm with user
6. Create team and tasks
7. Spawn implementers and judge
8. Handle plan approval (if enabled)
9. Collect approach reports
10. Forward to judge
11. Present verdict
12. Await user instructions
13. Shutdown and cleanup

Step 1: Identify Goal and Target

Determine from the user's request (or dispatcher context):

• Goal: What is being implemented? The goal should describe the problem, not a single solution. (e.g., "refactor auth module", "optimize query layer")
• Target: Which files, modules, or scope?

If unclear, ask the user. Do not guess scope.

Step 2: Read Config

Read

$CLAUDE_PLUGIN_ROOT/config/swarm-roles.yaml

to get the preset config.

From the preset, determine:

• approach_role

  : the role for implementer agents (default:

  implementer

  )

• judge_role

  : the role for the judge agent (default:

  judge

  )

• approach_count

  : how many competing approaches (default: 3)

• plan_approval

  : whether implementers must submit plans before implementing (default: false)

Validation

The dispatcher has already validated config shape (role existence, required fields,

subagent_type

values, numeric ranges). The checks below cover speculative-specific semantics.

• Minimum approaches:

  approach_count

  must be >= 2. A single approach has no comparison value — report the error and abort.

Step 3: Define Approaches

Either:

• User specifies approaches: user provides N distinct approach descriptions
• Lead generates approaches: analyze the problem and generate N distinct approach descriptions, each taking a meaningfully different strategy

Each approach description should be specific enough that an implementer can work independently without further guidance.

Step 4: Check for Existing Team

Only one team can exist per session. Before creating a new team, check if one already exists.

If a team exists:

• Active swarm: warn the user that a swarm is already running and offer to shut it down first (

  TeamDelete

  ).
• Orphaned team (from a crashed session or

  /resume

  ): agents from the previous session are gone but the team and task list persist. Offer the user two options:
  1. Delete and restart:

     TeamDelete

     the orphaned team, then proceed with a fresh swarm.
  2. Salvage completed work: check

     TaskList

     for completed tasks, synthesize any available findings from completed tasks, then

     TeamDelete

     and optionally re-run incomplete tasks.

Step 5: Confirm with User

Present the dispatch plan using

AskUserQuestion

:

I'll dispatch a speculative execution with these parameters:
- Approaches: {N}
- Approach role: {role name}
- Judge: {judge role name}
- Plan approval: {yes|no}
- Target: {target}

Approaches:
1. {approach 1 description}
2. {approach 2 description}
3. {approach 3 description}

Each approach runs in an isolated worktree. The judge evaluates
all approaches and selects the winner.

Proceed?

Do NOT spawn anything until the user confirms.

Step 6: Create Team and Tasks

Team Naming

Use format:

swarm-speculative-{goal-slug}-{timestamp}

Generate the timestamp from the current date/time as a Unix epoch.

Create Team

TeamCreate with team_name: "swarm-speculative-{goal-slug}-{ts}"

Create Tasks

Approach tasks — one per approach via

TaskCreate

:

• subject

  : imperative title including approach identifier (e.g., "Implement approach 1: extract middleware pattern")

• description

  : detailed approach description, target files, expectations (commit changes, report branch name)

• activeForm

  : present-continuous spinner label
• No dependencies — all approach tasks are independent

Judge task — one via

TaskCreate

:

• subject

  : "Evaluate competing approaches and select winner"

• description

  : evaluation criteria, expected input count, verdict format

• activeForm

  : "Evaluating competing approaches"

• addBlockedBy

  : all approach task IDs — judge auto-unblocks when all approaches complete

Step 7: Spawn Implementers and Judge

Spawn Implementers

For each approach, spawn one implementer agent via

Agent

with:

• team_name

  : the team name from step 6

• name

  :

  approach-{n}

  (e.g.,

  approach-1

  ,

  approach-2

  )

• subagent_type

  :

  general-purpose

  (worktree isolation requires write access)

• isolation

  :

  worktree

• model

  : from the approach role config (if specified)

• mode

  :

  "plan"

  if

  plan_approval: true

  , omit otherwise (this is the Agent tool's

  mode

  parameter — verify it exists before relying on it for plan-approval gating)

• run_in_background

  :

  true

• prompt

  : composed from the parts below

Implementer Prompt Construction

Part 1: Identity and Instructions

Your name is {name}. You are part of team {team_name}.

You are implementing approach {n} of {N} in a speculative
execution. You are working in an isolated worktree.

Instructions:
- Claim your task from TaskList, mark it in_progress
- Implement your assigned approach
- Commit your changes with a clear commit message
- Send your report to the team lead via SendMessage:
  - Include a summary field (5-10 words)
  - Include the branch name of your worktree
  - Describe what you changed and why
- Mark the task as completed

Part 2: Role Prompt

The

prompt

field from

swarm-roles.yaml

for the approach role.

Part 3: Approach Assignment

## Goal

{goal description from user}

## Your Approach

{specific approach description for this implementer}

## Target

{target files, modules, or scope}

{any additional context the user provided}

Spawn Judge

Spawn one judge agent via

Agent

with:

• team_name

  : the team name from step 6

• name

  :

  judge

• subagent_type

  :

  general-purpose

• isolation

  :

  worktree

• model

  : from the judge role config (if specified)

• run_in_background

  :

  true

• prompt

  : composed from the parts below

Judge Prompt Construction

Part 1: Judge Identity and Instructions

Your name is judge. You are part of team {team_name}.

You are the judge in a speculative execution with {N} competing
approaches.

Instructions:
- Your task is blocked until all approaches complete. It will
  unblock automatically when dependencies finish — the lead will
  forward approach summaries to you shortly after.
- Once you receive all approach reports, evaluate each one:
  - Check out each approach branch
  - Run tests and verify correctness
  - Evaluate code quality, maintainability, and completeness
- Select the best approach with clear justification
- Send your verdict to the team lead via SendMessage:
  - Include a summary field (5-10 words)
  - Include the winning branch name
  - Explain why you chose it and what the others lacked
- Mark the task as completed

Part 2: Judge Role Prompt

The

prompt

field from

swarm-roles.yaml

for the judge role.

Part 3: Judge Goal Context

## Goal

{goal description from user}

## Approaches Being Evaluated

1. {approach 1 description}
2. {approach 2 description}
3. {approach 3 description}

## Expected Input

You will receive {N} approach reports via SendMessage from the
team lead after all implementers complete. Each report includes
the branch name to check out.

{any additional evaluation criteria from the user}

Step 8: Handle Plan Approval (if enabled)

If

plan_approval: true

in the preset config:

Implementers are spawned with

mode: "plan"

. Each must submit a plan before implementing.

When a

plan_approval_request

arrives:

1. Review the proposed plan
2. Check it aligns with the assigned approach
3. Approve via

   plan_approval_response

   with

   approved: true

   — or reject with

   approved: false

   and feedback explaining what to change

This gate ensures approaches stay distinct and on-track before implementation begins.

Step 9: Collect Approach Reports

Implementers send reports via

SendMessage

as they complete. Each report should include:

• What they changed
• The branch name of their worktree
• Any issues encountered

Track which approaches have reported. All approach tasks must complete before proceeding to the judge phase.

Error handling:

• Idle implementer without report: send a message asking for status
• Failed approach: note in report, proceed with available approaches (judge evaluates what's available)
• Minimum 2 approaches needed for meaningful comparison

Step 10: Forward to Judge

When all approaches have completed:

1. Collect all approach reports
2. Send all approach summaries + branch names to the judge via

   SendMessage

3. Include approach identifiers so the judge knows which is which
4. End the message with: "You may now claim your task and begin evaluating."
5. Wait for the judge to acknowledge receipt before proceeding

The judge task auto-unblocks when all approach tasks are marked complete. The judge checks out each branch, evaluates, and sends the verdict back to the lead.

Step 11: Present Verdict

Once the judge sends the verdict:

Present the result to the user with branch information.

Report Structure

## Speculative Execution Report

**Goal:** {goal}
**Target:** {target}
**Approaches:** {N} ({M} completed successfully)

### Winning Approach

**Branch:** {winning branch name}
**Approach:** {approach description}

{judge's justification for selecting this approach}

### Other Approaches

#### Approach {n}: {description}
**Branch:** {branch name}
{judge's evaluation — why it wasn't selected}

...

### Next Steps

To merge the winning approach:
`git merge {winning-branch-name}`

To inspect any approach:
`git diff main...{branch-name}`

Step 12: Await User Instructions

After presenting the verdict:

• Do NOT merge any branch automatically
• Do NOT shut down the team automatically
• Do NOT proceed past reporting without user input

Wait for the user to decide whether to merge, inspect further, or discard.

Step 13: Shutdown and Cleanup

When the user indicates they're done:

1. Send

   shutdown_request

   to each agent via

   SendMessage

   (include the monitor agent if

   watchdog: true

   was active)
2. Wait for

   shutdown_response

   from each. If an agent does not respond after a reasonable wait, send one nudge message. If still unresponsive, proceed — the agent may have crashed or terminated.
3. Call

   TeamDelete

   to clean up.

   TeamDelete

   is the authoritative cleanup mechanism — it will fail if active agents remain. If it fails, retry after unresponsive agents have timed out.

Note: worktree branches persist after cleanup. The user can merge or delete them independently.

Design Constraints

• Isolated worktrees: each implementer works in its own worktree — no interference between approaches
• Judge is a teammate: delegate mode prevents lead from branch evaluation — the judge has

  general-purpose

  access
• Approaches are independent: no dependencies between them
• Plan approval is optional: controlled by preset config
• One team per session: check before creating
• User controls lifecycle: never auto-shutdown or auto-merge