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subagent-driven-development

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Updated 10-16 08:46

About this skill

Subagent-driven development

Execute the plan by dispatching a new subagent for each task, with a two-stage review after each task: first a spec compliance review, then a code quality review.

Core principles: Fresh subagent per task + two-stage review (spec then quality) = high quality, fast iteration

When to use

digraph when_to_use {
    "Have implementation plan?" [shape=diamond];
    "Tasks mostly independent?" [shape=diamond];
    "Stay in this session?" [shape=diamond];
    "subagent-driven-development" [shape=box];
    "executing-plans" [shape=box];
    "Manual execution or brainstorm first" [shape=box];
"Have implementation plan?" -> "Tasks mostly independent?" [label="yes"];
"Have implementation plan?" -> "Manual execution or brainstorm first" [label="no"];
"Tasks mostly independent?" -> "Stay in this session?" [label="yes"];
"Tasks mostly independent?" -> "Manual execution or brainstorm first" [label="no - tightly coupled"];
"Stay in this session?" -> "subagent-driven-development" [label="yes"];
"Stay in this session?" -> "executing-plans" [label="no - parallel session"];

}


**與。執行計劃(平行會議):**
- 同一會話(無上下文切換)
- 每個任務都有新的子代理(無上下文污染)
- 每項任務後進行兩階段審查:首先是規範合規性,然後是程式碼品質
- 更快的迭代(任務之間沒有人在循環)

## 流程

```dot
digraph process {
    rankdir=TB;

    subgraph cluster_per_task {
        label="Per Task";
        "Dispatch implementer subagent (./implementer-prompt.md)" [shape=box];
        "Implementer subagent asks questions?" [shape=diamond];
        "Answer questions, provide context" [shape=box];
        "Implementer subagent implements, tests, commits, self-reviews" [shape=box];
        "Dispatch spec reviewer subagent (./spec-reviewer-prompt.md)" [shape=box];
        "Spec reviewer subagent confirms code matches spec?" [shape=diamond];
        "Implementer subagent fixes spec gaps" [shape=box];
        "Dispatch code quality reviewer subagent (./code-quality-reviewer-prompt.md)" [shape=box];
        "Code quality reviewer subagent approves?" [shape=diamond];
        "Implementer subagent fixes quality issues" [shape=box];
        "Mark task complete in TodoWrite" [shape=box];
    }

    "Read plan, extract all tasks with full text, note context, create TodoWrite" [shape=box];
    "More tasks remain?" [shape=diamond];
    "Dispatch final code reviewer subagent for entire implementation" [shape=box];
    "Use superpowers:finishing-a-development-branch" [shape=box style=filled fillcolor=lightgreen];

    "Read plan, extract all tasks with full text, note context, create TodoWrite" -> "Dispatch implementer subagent (./implementer-prompt.md)";
    "Dispatch implementer subagent (./implementer-prompt.md)" -> "Implementer subagent asks questions?";
    "Implementer subagent asks questions?" -> "Answer questions, provide context" [label="yes"];
    "Answer questions, provide context" -> "Dispatch implementer subagent (./implementer-prompt.md)";
    "Implementer subagent asks questions?" -> "Implementer subagent implements, tests, commits, self-reviews" [label="no"];
    "Implementer subagent implements, tests, commits, self-reviews" -> "Dispatch spec reviewer subagent (./spec-reviewer-prompt.md)";
    "Dispatch spec reviewer subagent (./spec-reviewer-prompt.md)" -> "Spec reviewer subagent confirms code matches spec?";
    "Spec reviewer subagent confirms code matches spec?" -> "Implementer subagent fixes spec gaps" [label="no"];
    "Implementer subagent fixes spec gaps" -> "Dispatch spec reviewer subagent (./spec-reviewer-prompt.md)" [label="re-review"];
    "Spec reviewer subagent confirms code matches spec?" -> "Dispatch code quality reviewer subagent (./code-quality-reviewer-prompt.md)" [label="yes"];
    "Dispatch code quality reviewer subagent (./code-quality-reviewer-prompt.md)" -> "Code quality reviewer subagent approves?";
    "Code quality reviewer subagent approves?" -> "Implementer subagent fixes quality issues" [label="no"];
    "Implementer subagent fixes quality issues" -> "Dispatch code quality reviewer subagent (./code-quality-reviewer-prompt.md)" [label="re-review"];
    "Code quality reviewer subagent approves?" -> "Mark task complete in TodoWrite" [label="yes"];
    "Mark task complete in TodoWrite" -> "More tasks remain?";
    "More tasks remain?" -> "Dispatch implementer subagent (./implementer-prompt.md)" [label="yes"];
    "More tasks remain?" -> "Dispatch final code reviewer subagent for entire implementation" [label="no"];
    "Dispatch final code reviewer subagent for entire implementation" -> "Use superpowers:finishing-a-development-branch";
}

Prompt template

  • ./implementer-prompt.md- Dispatch implementer subagent
  • ./spec-reviewer-prompt.md- Dispatch spec compliance reviewer subagent
  • ./code-quality-reviewer-prompt.md- Dispatch code quality reviewer subagent

Example workflow

You: I'm using Subagent-Driven Development to execute this plan.

[Read plan file once: docs/plans/feature-plan.md]
[Extract all 5 tasks with full text and context]
[Create TodoWrite with all tasks]

Task 1: Hook installation script

[Get Task 1 text and context (already extracted)]
[Dispatch implementation subagent with full task text + context]

Implementer: "Before I begin - should the hook be installed at user or system level?"

You: "User level (~/.config/superpowers/hooks/)"

Implementer: "Got it. Implementing now..."
[Later] Implementer:
  - Implemented install-hook command
  - Added tests, 5/5 passing
  - Self-review: Found I missed --force flag, added it
  - Committed

[Dispatch spec compliance reviewer]
Spec reviewer: ✅ Spec compliant - all requirements met, nothing extra

[Get git SHAs, dispatch code quality reviewer]
Code reviewer: Strengths: Good test coverage, clean. Issues: None. Approved.

[Mark Task 1 complete]

Task 2: Recovery modes

[Get Task 2 text and context (already extracted)]
[Dispatch implementation subagent with full task text + context]

Implementer: [No questions, proceeds]
Implementer:
  - Added verify/repair modes
  - 8/8 tests passing
  - Self-review: All good
  - Committed

[Dispatch spec compliance reviewer]
Spec reviewer: ❌ Issues:
  - Missing: Progress reporting (spec says "report every 100 items")
  - Extra: Added --json flag (not requested)

[Implementer fixes issues]
Implementer: Removed --json flag, added progress reporting

[Spec reviewer reviews again]
Spec reviewer: ✅ Spec compliant now

[Dispatch code quality reviewer]
Code reviewer: Strengths: Solid. Issues (Important): Magic number (100)

[Implementer fixes]
Implementer: Extracted PROGRESS_INTERVAL constant

[Code reviewer reviews again]
Code reviewer: ✅ Approved

[Mark Task 2 complete]

...

[After all tasks]
[Dispatch final code-reviewer]
Final reviewer: All requirements met, ready to merge

Done!

Advantages

Vs. manual execution:

  • Subagents naturally follow TDD
  • Each task has fresh context (no confusion)
  • Parallel safe (subagents do not interfere)
  • Subagents can ask questions (before and during work)

Vs. executing the plan:

  • Same session (no switching)
  • Continuous progress (no waiting)
  • Automated review checkpoints

Efficiency gains:

  • No file read overhead (the controller provides the full text)
  • The controller accurately plans the required context
  • Subagents receive complete information up front
  • Problems surface before work starts (rather than after)

Quality gates:

  • Self-review before handoff catches problems
  • Two-stage review: spec compliance, then code quality
  • The review loop ensures fixes actually work
  • Spec compliance prevents overbuilding/underbuilding
  • Code quality ensures good implementation

Cost:

  • More subagent calls (implementer + 2 reviewers per task)
  • The controller does more preparation work (extract all tasks in advance)
  • The review loop adds iterations
  • But problems are found early (cheaper than debugging later)

Red flags

Never:

  • Start implementation on the main/master branch with the user's explicit consent
  • Skip review (spec compliance or code quality)
  • Continue working on unresolved issues
  • Dispatch multiple implementation subagents in parallel (conflicts)
  • Have the subagent read the plan file (provide the full text instead)
  • Skip setting the scene context (the subagent needs to know where the task fits)
  • Ignore subagent questions (answer before continuing)
  • Accept spec compliance as "close enough" (spec reviewer finds issues = not done)
  • Skip the review loop (reviewer finds issues = implementer fixes = review again)
  • Let the implementer's self-review replace actual review (both are needed)
  • **Start code quality review before spec compliance is ✅** (wrong order)
  • Move to the next task when either review has unresolved issues

If a subagent asks a question:

  • Answer clearly and completely
  • Provide additional context if needed
  • Do not rush implementation

If reviewers find issues:

  • The implementer (same subagent) fixes them
  • Reviewer reviews again
  • Repeat until approval is obtained
  • Do not skip re-review

If the subagent task fails:

  • Dispatch a fix subagent with specific instructions
  • Do not attempt to fix manually (context pollution)

Integration

Required workflow skills:

  • Superpowers: using-git-worktrees - Required: set up an isolated workspace before starting
  • Superpowers: writing-plans - Create the plan that this skill executes
  • superpowers:requesting-code-review - Plan code review template for reviewer subagent plans
  • Superpowers: finishing-a-development-branch - Finish development after completing all tasks

Subagents should use:

  • Superpowers: test-driven-development - Subagents follow TDD to execute each task

Alternative workflow:

  • superpowers:executing-plans - For endpoint sessions instead of same-session execution