autopilot-execute

autopilot-execute is a skill for Claude Code, Codex from khairold/pibun. It costs 57 tokens per session (1,615 once invoked), scanned A, original, MIT.

An unattended workflow for carrying out the next item in a software project's plan. It reads the project's configuration and planning files, makes decisions without asking questions, checks the build, and records the result.

In plain words
What is it for?
It is for automated execution of unfinished items in a .plan directory, often through a wrapper that runs it repeatedly. It can read the build command, implement the next work, verify the project, and update the plan.
Why use it?
It lets planned work continue without a developer present to approve each step. It preserves progress and decisions in the project files so repeated runs can resume from the correct place.

Skill for Claude CodeCodex

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.

agentmods
npx agentmods add skills/khairold/pibun/autopilot-execute
Any agent
npx skills add khairold/pibun --skill autopilot-execute
Clone the repo
git clone --depth 1 https://github.com/khairold/pibun

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 autopilot-execute

README.md
[![agentmods](https://agentmods.dev/badge/skills/khairold/pibun/autopilot-execute.svg)](https://agentmods.dev/skills/khairold/pibun/autopilot-execute)
Your own site
<a href="https://agentmods.dev/skills/khairold/pibun/autopilot-execute"><img src="https://agentmods.dev/badge/skills/khairold/pibun/autopilot-execute.svg" alt="Measured on agentmods" height="20"></a>
Per session 57 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,615 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00057 $0.01615
Opus 5 $0.00028 $0.00807
Sonnet 5 $0.00011 $0.00323
Haiku 4.5 $0.00006 $0.00161

Measured 4d ago against content hash 305146257b80, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

autopilot-execute 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 4d 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.

.agents/skills/autopilot-execute/SKILL.md · 159 lines

How it starts

The opening of the file, as written. The whole thing — 159 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Autopilot Execute

You are running unattended. No human is present. Be fully autonomous. Do not ask questions. Do not wait for confirmation. Make decisions and log them.

Step 0 — Read Project Config

Read autopilot.config in the project root. It defines:

  • BUILD_CMD — the command to verify the project builds (may chain multiple checks)
  • PROJECT_DIR — the directory containing the project source (. for monorepos)

If autopilot.config does not exist, look for a package.json and use bun run typecheck as the default build command in the current directory.

Step 1 — Orient (mandatory, fast)

Read these files in this order:

  1. CLAUDE.md — Project identity, current state, commands, conventions
  2. .plan/PLAN.md — Find current phase and next uncompleted item
  3. .plan/MEMORY.md — Absorb all shared context, decisions, gotchas
  4. .plan/DRIFT.md — Check for spec changes

If CLAUDE.md references additional files to read (AGENTS.md, CONVENTIONS.md, etc.), read those too — but be fast. Orientation should take seconds, not minutes.

Then print exactly one status line:

📍 Phase {N} — {Phase Name} | 📋 Next: {N.X} — {Description} | 📝 {count} items left in phase

Step 2 — Scope

Look at the next unchecked item in the current phase.

Sizing judgment:

  • If the item is small (create a helper function, add a config value, write a type definition) → combine it with the next 1-2 unchecked items in the same phase
  • If the item is medium (build a module, implement a feature, create a component) → do just that item
  • If the item is large (complex multi-file feature, integration work) → do just that item, potentially noting sub-progress
  • If it's a verification item (e.g., "verify all endpoints work", "run full test suite") → run the checks, report results
  • If it's a CREATE TASKS item (meta-task) → read the data source, generate the plan items, insert them, then EXIT immediately

Announce your scope:

🎯 This iteration: {N.X} — {Description} [and {N.Y} if combining]

Read the full file on GitHub · 159 lines

Files

What ships with it

1 file 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. 4d ago First seen · 159 lines · 57 tokens per session scan A 305146257b80

Subscribe to this mod's changes

autopilot-execute is a skill published in the GitHub repository khairold/pibun (19 stars, last pushed 5mo ago), licensed MIT. It adds 57 tokens to every session and 1,615 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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