just-auto

just-auto is a skill for Claude Code from doodledood/manifest-dev. It costs 63 tokens per session (192 once invoked), scanned A, original, MIT.

An autonomous workflow that turns a goal into a written Manifest and pursues the work from planning through completion. It is designed for cases where the user wants the task handled end to end with few approval pauses.

In plain words
What is it for?
Use it when you want to say what should be built and have the workflow interpret the task, define the plan, implement it, and continue toward completion.
Why use it?
It removes the need to manually coordinate understanding, planning, and execution for every step. The written Manifest keeps the goal and completion conditions explicit while the work proceeds.

Skill for Claude Code

Written for Claude Code: user-invocable in frontmatter.

Part of the manifest-dev plugin — 22 skills shipped together

Good fit Use it when you want to say what should be built and…

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/doodledood/manifest-dev/just-auto
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 doodledood/manifest-dev --skill just-auto
Clone the repo
git clone --depth 1 https://github.com/doodledood/manifest-dev

Made for: Claude Code.

Or install manifest-dev, the plugin that ships this one along with the rest of its 22 skills.

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 just-auto

README.md
[![agentmods](https://agentmods.dev/badge/skills/doodledood/manifest-dev/just-auto.svg)](https://agentmods.dev/skills/doodledood/manifest-dev/just-auto)
Your own site
<a href="https://agentmods.dev/skills/doodledood/manifest-dev/just-auto"><img src="https://agentmods.dev/badge/skills/doodledood/manifest-dev/just-auto.svg" alt="Measured on agentmods" height="20"></a>
Per session 63 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 192 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 $0.00063 $0.00192
Opus 5 $0.00032 $0.00096
Sonnet 5 $0.00013 $0.00038
Haiku 4.5 $0.00006 $0.00019

Measured today against content hash e17cc1ef5280, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

just-auto 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 today.

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.

claude-plugins/manifest-dev/skills/just-auto/SKILL.md · 18 lines

What it actually says

Run the flow for the task given or inferable from the conversation; with neither, halt with usage.

Where shared understanding is missing, invoke just-figure-out with the task and --autonomous; invoke just-define; invoke just-do with the exact Manifest path just-define reports. No path → stop and report.

Do not set or print a continuation goal during understanding or definition. /just-do owns the completion backstop. Automatic continuation begins at execution; an interrupted earlier phase must be restarted by the caller.

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. today Changed · -20 lines e17cc1ef5280
  2. yesterday Changed 3dc1b39d0410
  3. 7d ago First seen · 38 lines · 63 tokens per session scan A b698736e17a3

Subscribe to this mod's changes

just-auto is a skill published in the GitHub repository doodledood/manifest-dev (72 stars, last pushed yesterday), licensed MIT. It adds 63 tokens to every session and 192 once invoked, about $0.0003 per session on Opus 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.

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