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
- DemonDamon/AgenticXedited, first seen Nov 9, 2026
- roundpilot/superpowers-antigravitytheir own version, first seen Nov 8, 2026
- REPOZY/superpowers-optimizedtheir own version, first seen Nov 8, 2026
- lingyired/status-triotheir own version, first seen Nov 8, 2026
- DJtx001/ai-coding-playbooktheir own version, first seen Nov 8, 2026
- namlxuit056/social-forexedited, first seen Nov 8, 2026
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.
Leodorareluctant259Skillchinese-code-review
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Also in 8 projects that use this
Leodorareluctant259Skillchinese-commit-conventions
中文 Git 提交规范 — 适配国内团队的 commit message 规范和 changelog 自动化
Also in 8 projects that use this
obraSkilldiagnosing-superpowers
Use when a superpowers session went wrong and your human partner wants to know why — repeated work, ignored plans, stumbles, poor results, a skill that didn't fire, "it took too long", "why is it so expensive", "what is it doing" — or wants to build a bug report for the superpowers maintainers, for the current session or a past one identified by id or path, on any harness.
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Tommy-ywSkillwebhook-subscriptions
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math-incSkillminecraft-modpack-server
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- +3 more from Leodorareluctant259
- +2 more from math-inc
Other versions191 projects use a version of this.
Word for word · 3
- kntism/skills★ 1100% same
- davidanthonyn/claude-skills★ 0100% same
- hmps/skills★ 0100% same
Edited · 61
- DemonDamon/AgenticX★ 1k14% same
- coco-research/coco★ 79710% same
- derHaken/SuperAntigravity★ 43914% same
- Ibrahim-3d/conductor-orchestrator-superpowers★ 38113% same
- Ibrahim-3d/orchestrator-supaconductor★ 37813% same
- Asvarox/allkaraoke★ 26917% same
- totvs/engpro-advpl-tlpp-skills★ 16614% same
- haojing8312/WorkClaw★ 14113% same
- aaddrick/claude-pipeline★ 12811% same
- ARounder-183/HiFiShifter★ 9314% same
51 more not listed
Wrote their own version · 127
- obra/superpowers★ 314ksame name
- jnMetaCode/superpowers-zh★ 8.4ksame name
- openai/plugins★ 7.8ksame name
- farm-fe/farm★ 5.6ksame name
- lingyired/status-trio★ 1.8ksame name
- GanyuanRan/Aegis★ 1.4ksame name
- pcvelz/superpowers★ 1.3ksame name
- math-inc/OpenGauss★ 1.3ksame name
- Tommy-yw/RunbookHermes★ 546same name
- koaning/wigglystuff★ 455same name
117 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository5 other files it gives its agents.
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
- Distinctive: line 34
Read plan file, create TodoWrite with all tasks.
- Distinctive: line 97
After all tasks complete, dispatch final code-reviewer:
- Distinctive: line 104
After final review passes:
- Distinctive: line 106
REQUIRED SUB-SKILL: Use superpowers:finishing-a-development-branch
- Distinctive: line 107
Follow that skill to verify tests, present options, execute choice
- Distinctive: line 174
Don't try to fix manually (context pollution)
- Distinctive: line 187
executing-plans: - Use for parallel session instead of same-session execution
“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.
Files
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 issuesSubagent 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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