subagent-driven-development

subagent-driven-development is a skill for Claude Code, Codex from Go1c/LumioAgent. It costs 17 tokens per session (4,460 once invoked), scanned A, original, MIT.

A development workflow for carrying out an implementation plan through separate helper agents. Each task is implemented and reviewed before the overall work is checked.

In plain words
What is it for?
It is for splitting a coding plan into independent tasks, assigning each to a fresh helper, reviewing the results, and performing a final review.
Why use it?
It separates tasks and reviews so mistakes or missed requirements can be found during the implementation process.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: mentions subagents.

Good fit It is for splitting a coding plan into independent tasks, assigning each to a fresh helper, reviewing the results, and performing a final review.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/go1c/lumioagent/subagent-driven-development
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add Go1c/LumioAgent --skill subagent-driven-development
Clone the repo
git clone --depth 1 https://github.com/Go1c/LumioAgent

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for subagent-driven-development

README.md
[![agentmods](https://agentmods.dev/badge/skills/go1c/lumioagent/subagent-driven-development/github.svg)](https://agentmods.dev/skills/go1c/lumioagent/subagent-driven-development)
Your own site
<a href="https://agentmods.dev/skills/go1c/lumioagent/subagent-driven-development"><img src="https://agentmods.dev/badge/skills/go1c/lumioagent/subagent-driven-development/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for subagent-driven-development

Your own site · 80×15
<a href="https://agentmods.dev/skills/go1c/lumioagent/subagent-driven-development"><img src="https://agentmods.dev/badge/skills/go1c/lumioagent/subagent-driven-development.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 17 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,460 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00017 $0.04460
Opus 5.5 $0.00007 $0.01784
Sonnet 5.5 $0.00003 $0.00892
Haiku 4.5 $0.00002 $0.00446

Measured 2mo ago against content hash 0b990f42cdec, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

subagent-driven-development scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.spec/skills/subagent-driven-development/SKILL.md · 369 lines

How it starts

The opening of the file, as written. The whole thing — 369 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Subagent-Driven Development

Execute plan by dispatching a fresh implementer subagent per task, a task review (spec compliance + code quality) after each, and a broad whole-branch review at the end.

Why subagents: You delegate tasks to specialized agents with isolated context. By precisely crafting their instructions and context, you ensure they stay focused and succeed at their task. They should never inherit your session's context or history — you construct exactly what they need. This also preserves your own context for coordination work.

Core principle: Fresh subagent per task + task review (spec + quality) + broad final review = high quality, fast iteration

Narration: between tool calls, narrate at most one short line — the ledger and the tool results carry the record.

Continuous execution: Do not pause to check in with the user between tasks. Execute all tasks from the plan without stopping. The only reasons to stop are: BLOCKED status you cannot resolve, ambiguity that genuinely prevents progress, or all tasks complete. "Should I continue?" prompts and progress summaries waste their time — they asked you to execute the plan, so execute it.

When to Use

digraph when_to_use {
    "Have implementation plan?" [shape=diamond];
    "Tasks mostly independent?" [shape=diamond];
    "Subagents available?" [shape=diamond];
    "subagent-driven-development" [shape=box];
    "Inline Fallback (see below)" [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?" -> "Subagents available?" [label="yes"];
    "Tasks mostly independent?" -> "Manual execution or brainstorm first" [label="no - tightly coupled"];
    "Subagents available?" -> "subagent-driven-development" [label="yes"];
    "Subagents available?" -> "Inline Fallback (see below)" [label="no"];
}

Read the full file on GitHub · 369 lines

Files

What ships with it

6 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2mo ago First seen · 369 lines · 17 tokens per session scan A 0b990f42cdec

Subscribe to this mod's changes

subagent-driven-development is a skill published in the GitHub repository Go1c/LumioAgent (20 stars, last pushed 4mo ago), licensed MIT. It adds 17 tokens to every session and 4,460 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Related

subagent-driven-development compared with skills from other repositories

subagent-driven-development next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
subagent-driven-developmentGo1c/LumioAgentSkill204mo agoMITA17Claude Code, Codex
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playwright-climicrosoft/playwrightSkill100ktodayApache-2.0A19Claude Code
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local-ai-agentsmicrosoft/ai-agents-for-beginnersSkill80k6d agoMITA200Claude Code, Codex
next-cache-components-adoptionvercel/next.jsSkill143ktodayMITA95Claude Code
chat-pet-sprite-creationmicrosoft/vscodeSkill195ktodayMITA53Claude Code, Codex