agentleFS
frankxaifrankxai/claude-systematic-workflows/skills/subagent-driven-development/SKILL.md

subagent-driven-development

Skill0 starsChanged 12 months agoApache-2.0View on GitHub

Use when executing implementation plans with independent tasks in the current session - dispatches fresh subagent for each task with code review between tasks, enabling fast iteration with quality gates

191 other projects use a version of this, 61 of them edited.

Adopted by

Most recently taken up by

Used with

Projects with it also use chinese-code-review, chinese-commit-conventions and 10 more.

Other files people use alongside this one.

Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
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The file

We split this skill into the rules it gives an agent

7 rules. 0 are common, 7 are distinctive, and 0 are very specific to this project.

  • 0

    Common

    Most of the 178 edited versions we read keep these.

  • 7

    Distinctive

    This author's own choices. Worth a look.

  • 0

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

    Read plan file, create TodoWrite with all tasks.

    line 34
  2. Distinctive:

    After all tasks complete, dispatch final code-reviewer:

    line 97
  3. Distinctive:

    After final review passes:

    line 104
  4. Distinctive:

    REQUIRED SUB-SKILL: Use superpowers:finishing-a-development-branch

    line 106
  5. Distinctive:

    Follow that skill to verify tests, present options, execute choice

    line 107
  6. Distinctive:

    Don't try to fix manually (context pollution)

    line 174
  7. Distinctive:

    executing-plans: - Use for parallel session instead of same-session execution

    line 187

“Common” is measured: kept by at least 6 in 10 of the 178 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

Subagent-Driven Development

Execute plan by dispatching fresh subagent per task, with code review after each.

Core principle: Fresh subagent per task + review between tasks = high quality, fast iteration

Overview

vs. Executing Plans (parallel session):

  • Same session (no context switch)
  • Fresh subagent per task (no context pollution)
  • Code review after each task (catch issues early)
  • Faster iteration (no human-in-loop between tasks)

When to use:

  • Staying in this session
  • Tasks are mostly independent
  • Want continuous progress with quality gates

When NOT to use:

  • Need to review plan first (use executing-plans)
  • Tasks are tightly coupled (manual execution better)
  • Plan needs revision (brainstorm first)

The Process

1. Load Plan

Read plan file, create TodoWrite with all tasks.

2. Execute Task with Subagent

For each task:

Dispatch fresh subagent:

Task tool (general-purpose):
  description: "Implement Task N: [task name]"
  prompt: |
    You are implementing Task N from [plan-file].

    Read that task carefully. Your job is to:
    1. Implement exactly what the task specifies
    2. Write tests (following TDD if task says to)
    3. Verify implementation works
    4. Commit your work
    5. Report back

    Work from: [directory]

    Report: What you implemented, what you tested, test results, files changed, any issues

Subagent reports back with summary of work.

3. Review Subagent's Work

Dispatch code-reviewer subagent:

Task tool (superpowers:code-reviewer):
  Use template at requesting-code-review/code-reviewer.md

  WHAT_WAS_IMPLEMENTED: [from subagent's report]
  PLAN_OR_REQUIREMENTS: Task N from [plan-file]
  BASE_SHA: [commit before task]
  HEAD_SHA: [current commit]
  DESCRIPTION: [task summary]

Code reviewer returns: Strengths, Issues (Critical/Important/Minor), Assessment

4. Apply Review Feedback

If issues found:

  • Fix Critical issues immediately
  • Fix Important issues before next task
  • Note Minor issues

Dispatch follow-up subagent if needed:

"Fix issues from code review: [list issues]"

5. Mark Complete, Next Task

  • Mark task as completed in TodoWrite
  • Move to next task
  • Repeat steps 2-5

6. Final Review

After all tasks complete, dispatch final code-reviewer:

  • Reviews entire implementation
  • Checks all plan requirements met
  • Validates overall architecture

7. Complete Development

After final review passes:

  • Announce: "I'm using the finishing-a-development-branch skill to complete this work."
  • REQUIRED SUB-SKILL: Use superpowers:finishing-a-development-branch
  • Follow that skill to verify tests, present options, execute choice

Example Workflow

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

[Load plan, create TodoWrite]

Task 1: Hook installation script

[Dispatch implementation subagent]
Subagent: Implemented install-hook with tests, 5/5 passing

[Get git SHAs, dispatch code-reviewer]
Reviewer: Strengths: Good test coverage. Issues: None. Ready.

[Mark Task 1 complete]

Task 2: Recovery modes

[Dispatch implementation subagent]
Subagent: Added verify/repair, 8/8 tests passing

[Dispatch code-reviewer]
Reviewer: Strengths: Solid. Issues (Important): Missing progress reporting

[Dispatch fix subagent]
Fix subagent: Added progress every 100 conversations

[Verify fix, 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 follow TDD naturally
  • Fresh context per task (no confusion)
  • Parallel-safe (subagents don't interfere)

vs. Executing Plans:

  • Same session (no handoff)
  • Continuous progress (no waiting)
  • Review checkpoints automatic

Cost:

  • More subagent invocations
  • But catches issues early (cheaper than debugging later)

Red Flags

Never:

  • Skip code review between tasks
  • Proceed with unfixed Critical issues
  • Dispatch multiple implementation subagents in parallel (conflicts)
  • Implement without reading plan task

If subagent fails task:

  • Dispatch fix subagent with specific instructions
  • Don't try to fix manually (context pollution)

Integration

Required workflow skills:

  • writing-plans - REQUIRED: Creates the plan that this skill executes
  • requesting-code-review - REQUIRED: Review after each task (see Step 3)
  • finishing-a-development-branch - REQUIRED: Complete development after all tasks (see Step 7)

Subagents must use:

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

Alternative workflow:

  • executing-plans - Use for parallel session instead of same-session execution

See code-reviewer template: requesting-code-review/code-reviewer.md

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