An orchestration skill that turns a mission into one executable roadmap, coordinates dependency-safe work, and uses independent reviews to check the result. It is invoked explicitly and does not infer a mission from ordinary requests.

Use it to plan and coordinate repository changes, dispatch implementation work, verify completed behavior, and resume an existing run when explicitly instructed.

It organizes larger coding tasks into planned work and review steps while preserving the original mission as the source of truth.

autoprompt — Skill for Claude Code and Codex by Spielewoy

About the project

Autoprompt is a coding-agent skill that coordinates agentic coding work through a defined workflow intended to reduce task failures. Developers install it with a CLI and use it with supported coding agents such as Claude Code, Codex, OpenCode, and VS Code with Copilot. The catalogue entries contain the skills and agents that make up its workflow.

Spielewoy/autoprompt-skill · 1,035 stars · on GitHub · npmjs.com

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 Spielewoy/autoprompt-skill --skill kilo

Clone the repo

git clone --depth 1 https://github.com/Spielewoy/autoprompt-skill

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/spielewoy/autoprompt-skill/kilo/github.svg)](https://agentmods.dev/skills/spielewoy/autoprompt-skill/kilo)

Your own site

<a href="https://agentmods.dev/skills/spielewoy/autoprompt-skill/kilo"><img src="https://agentmods.dev/badge/skills/spielewoy/autoprompt-skill/kilo/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/spielewoy/autoprompt-skill/kilo"><img src="https://agentmods.dev/badge/skills/spielewoy/autoprompt-skill/kilo.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 56 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 2,669 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. Third-party audits

NVIDIA SkillSpector warn 7 Sept 2026

SkillSpector: 2 findings, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

medium Excessive Agency · line 12
Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.

Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
medium Rogue Agent · line 29
Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.

Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.

How audits are shown

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.

Model	Per session	Once invoked
Fable 5.1	$0.00056	$0.02669
Opus 5	$0.00028	$0.01334
Sonnet 5	$0.00011	$0.00534
Haiku 4.5	$0.00006	$0.00267

Measured 10d ago against content hash ae5d0284425a, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

autoprompt 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 10d 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.

Origin

Copies of this mod

1 near-identical copy found in the catalogue:

autoprompt — 98% identical, 10 lines differ

agents/kilo/SKILL.md · 120 lines

How it starts

The opening of the file, as written. The whole thing — 120 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Autoprompt

Autoprompt is a useful-first orchestration loop. It stores the mission once, produces one independently approved executable roadmap, dispatches implementation-ready lanes directly, and proves the delivered behavior with real tests and fresh review.

1. Start contract

The invocation authorizes the mission. Do not ask the user to restate, narrow, or approve it.

Loading the skill or invoking it without a mission never starts or resumes a run, regardless of leftover artifacts. A bare invocation performs only the section-10 frontier check, reports the result, and stops.

Before spawning, resolve only undefined operator knobs:

Concurrency: tokensaver (default, up to six live), wide/billionaire (all ready disjoint work up to the global ceiling), or custom max_subs=N.
Agent selection: off/inherit. Kilo subagents inherit the runtime model, so effort capability is exactly inherited-only; never claim a selectable effort.

In an attended session, ask all undefined knobs in one question before repository/tool work. In an unattended supervisor run, do not ask: default to tokensaver and agents=off and record the assumptions. A permission-bypass flag is not unattendedness.

After the chooser, dispatch the L1 scope coordinator ap-scope-coordinator; it dispatches the useful-first roadmap author. There is no separate intake round trip and no mandatory preflight agent.

An invoked mission always enters orchestration: the bounded scope topology is the minimum topology, and the main agent never silently self-triages an invoked mission into direct execution. Skipping or narrowing dispatch is an explicit decision recorded in GATELOG.md with its rationale, never a silent one.

2. Capability fast path

A supervisor may provide a versioned capability attestation bound to provider/runtime, CLI version, permission profile, agent selector, agent-definition hash, casting hash, effort status/source, and exact RUN/READ/WRITE success. Use it only when every binding matches the live launch. Missing, malformed, stale, unknown, or contradictory values are safe misses.

Read the full file on GitHub · 120 lines

Files

What ships with it

48 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.

10d ago First seen · 120 lines · 56 tokens per session scan A ae5d0284425a

Subscribe to this mod's changes

autoprompt is a skill published in the GitHub repository Spielewoy/autoprompt-skill (1,035 stars, last pushed 2d ago), licensed MIT. It adds 56 tokens to every session and 2,669 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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