SuperAPI AI Directory

subagent-driven-development

Coding & 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: One new subagent per task + two-stage review (spec first, then quality) = high quality, fast iteration

Announce at the start:"I am using the subagent-driven-development skill to dispatch subagents according to the plan and perform two-stage reviews."

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"];

}


**与 Executing Plans(并行会话)相比:**
- 同一会话(无上下文切换)
- 每任务一个新子智能体(无上下文污染)
- 每任务后两阶段审查:先规格符合性,再代码质量
- 更快迭代(任务间无人为介入)

## 流程

```dot
digraph process {
    rankdir=TB;

    subgraph cluster_per_task {
        label="Per Task";
        "Dispatch implementer subagent (./references/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 (./references/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 (./references/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-development" [shape=box style=filled fillcolor=lightgreen];

    "Read plan, extract all tasks with full text, note context, create TodoWrite" -> "Dispatch implementer subagent (./references/implementer-prompt.md)";
    "Dispatch implementer subagent (./references/implementer-prompt.md)" -> "Implementer subagent asks questions?";
    "Implementer subagent asks questions?" -> "Answer questions, provide context" [label="yes"];
    "Answer questions, provide context" -> "Dispatch implementer subagent (./references/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 (./references/spec-reviewer-prompt.md)";
    "Dispatch spec reviewer subagent (./references/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 (./references/spec-reviewer-prompt.md)" [label="re-review"];
    "Spec reviewer subagent confirms code matches spec?" -> "Dispatch code quality reviewer subagent (./references/code-quality-reviewer-prompt.md)" [label="yes"];
    "Dispatch code quality reviewer subagent (./references/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 (./references/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 (./references/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 finishing-development";
}

Prompt Templates

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

Advantages

Compared with manual execution:

  • Subagents naturally follow TDD
  • New context per task (no confusion)
  • Parallel-safe (subagents do not interfere with each other)
  • Subagents can ask questions (before, during, and after work)

Compared with Executing Plans:

  • Same session (no handoff)
  • Continuous progress (no waiting)
  • Automatic review checkpoints

Efficiency gains:

  • No file-reading overhead (the controller provides the full text)
  • The controller provides only the needed context
  • Subagents receive complete information in advance
  • Problems are surfaced before work starts (rather than after)

Quality gates:

  • Self-review catches problems before handoff
  • Two-stage review: spec compliance, then code quality
  • The review loop ensures fixes are effective
  • Spec compliance prevents over-/under-implementation
  • Code quality ensures the implementation is good

Red Flags

Never:

  • Start implementation on the main/master branch without explicit user consent
  • Skip review (spec compliance or code quality)
  • Continue with unfixed issues
  • Dispatch multiple implementer subagents in parallel (they will conflict)
  • Have subagents read the plan file (provide the full text instead)
  • Skip background setting (subagents need to understand where the task fits)
  • Ignore subagent questions (answer them before letting them continue)
  • Accept "close enough" on spec compliance (spec review finds problems = not done)
  • Skip the review loop (reviewer finds problems = implementer fixes = review again)
  • Replace actual review with implementer self-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 when necessary
  • Do not rush them into implementation

If the reviewer finds problems:

  • The implementer (same subagent) fixes them
  • The reviewer reviews again
  • Repeat until it passes
  • Do not skip re-review

If a subagent task fails:

  • Dispatch a fix subagent with specific instructions
  • Do not fix manually (it causes context pollution)

Integration

Required workflow skills:

  • spec-init - Required: set up an isolated workspace before starting
  • spec-plan - Create a plan for what this skill executes
  • requesting-code-review - Code review template for the reviewer subagent
  • finishing-development - Perform a development wrap-up confirmation after all tasks are completed

Subagents should use:

  • test-driven-development - Subagents follow TDD for each task

Alternative workflow:

  • spec-execute - For parallel sessions rather than same-session execution