autopilot

autopilot is a skill for Claude Code, Codex from productstein/holomime. It costs 41 tokens per session (409 once invoked), scanned A, original, MIT.

A command that checks conversation behavior, runs a targeted therapy session, and updates a personality specification with corrections. It requires a Holomime Pro license.

In plain words
What is it for?
Diagnosing behavioral drift, choosing a severity level, applying personality corrections, verifying results, and exporting training pairs.
Why use it?
It automates the process of finding repeated behavior problems and applying alignment changes, with a dry-run option for review first.

Skill for Claude CodeCodex

Part of the holomime plugin — 6 skills shipped together

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/productstein/holomime/autopilot
Any agent
npx skills add productstein/holomime --skill autopilot
Clone the repo
git clone --depth 1 https://github.com/productstein/holomime

Made for: Claude Code, Codex.

Or install holomime, the plugin that ships this one along with the rest of its 6 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 autopilot

README.md
[![agentmods](https://agentmods.dev/badge/skills/productstein/holomime/autopilot.svg)](https://agentmods.dev/skills/productstein/holomime/autopilot)
Your own site
<a href="https://agentmods.dev/skills/productstein/holomime/autopilot"><img src="https://agentmods.dev/badge/skills/productstein/holomime/autopilot.svg" alt="Measured on agentmods" height="20"></a>
Per session 41 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 409 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 $0.00041 $0.00409
Opus 5 $0.00020 $0.00204
Sonnet 5 $0.00008 $0.00082
Haiku 4.5 $0.00004 $0.00041

Measured 4d ago against content hash 2e94560d578a, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

autopilot 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.

integrations/claude-code-skill/skills/autopilot/SKILL.md · 45 lines

What it actually says

Autopilot Alignment

One-command behavioral fix. Autopilot runs the full pipeline: diagnose patterns, determine severity, run a targeted therapy session, and apply corrections to the personality spec.

Usage

npx holomime autopilot $ARGUMENTS

Pipeline

  1. Diagnose — run 8 detectors against conversation history (no LLM cost)
  2. Triage — determine severity (routine / targeted / intervention)
  3. Treat — run therapy session focused on highest-severity patterns
  4. Apply — update .personality.json with behavioral corrections
  5. Verify — re-run diagnosis to confirm improvement

Severity Levels

  • Routine: no concerns, 0-1 warnings — light session
  • Targeted: 1 concern or 2+ warnings — focused session on specific patterns
  • Intervention: 2+ concerns — intensive session with multiple focus areas

Options

  • --personality path — personality spec to align
  • --provider openai|anthropic — LLM provider for therapy
  • --dry-run — diagnose and recommend without applying changes
  • --export — export DPO training pairs after session

Gotchas

  • Requires holomime Pro license (npx holomime activate <key>)
  • Takes 5-15 minutes depending on severity
  • Use --dry-run first if you want to review changes before applying
  • The updated .personality.json is saved alongside the original (backup created automatically)
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 · 45 lines · 41 tokens per session scan A 2e94560d578a

Subscribe to this mod's changes

autopilot is a skill published in the GitHub repository productstein/holomime (1 stars, last pushed 5mo ago), licensed MIT. It adds 41 tokens to every session and 409 once invoked, about $0.0002 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 2026-08-31.