pluxx-autopilot

pluxx-autopilot is a skill for Codex from orchidautomation/pluxx. It costs 22 tokens per session (393 once invoked), scanned A, original, MIT.

A one-command workflow for importing an MCP server into Pluxx, refining the generated project, and verifying the result.

In plain words
What is it for?
It creates or updates the project, shapes tools into suitable commands or agents where supported, and runs the selected verification passes.
Why use it?
It handles several setup and review stages together while still showing which steps ran and what needs human follow-up.

Skill for Codex

Written for Codex: agents/openai.yaml present. Also seen: mentions subagents.

Good fit It creates or updates the project, shapes tools into suitable commands or agents where supported, and runs the selected verification passes.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/orchidautomation/pluxx/pluxx-autopilot
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 orchidautomation/pluxx --skill pluxx-autopilot
Clone the repo
git clone --depth 1 https://github.com/orchidautomation/pluxx

Made for: 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 pluxx-autopilot

README.md
[![agentmods](https://agentmods.dev/badge/skills/orchidautomation/pluxx/pluxx-autopilot/github.svg)](https://agentmods.dev/skills/orchidautomation/pluxx/pluxx-autopilot)
Your own site
<a href="https://agentmods.dev/skills/orchidautomation/pluxx/pluxx-autopilot"><img src="https://agentmods.dev/badge/skills/orchidautomation/pluxx/pluxx-autopilot/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 pluxx-autopilot

Your own site · 80×15
<a href="https://agentmods.dev/skills/orchidautomation/pluxx/pluxx-autopilot"><img src="https://agentmods.dev/badge/skills/orchidautomation/pluxx/pluxx-autopilot.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 22 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 393 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 $0.00022 $0.00393
Opus 5.5 $0.00009 $0.00157
Sonnet 5.5 $0.00004 $0.00079
Haiku 4.5 $0.00002 $0.00039

Measured 2mo ago against content hash 179889c33884, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

pluxx-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 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.

example/pluxx/skills/pluxx-autopilot/SKILL.md · 54 lines

What it actually says

Pluxx Autopilot

Use this skill when the user wants the one-shot path instead of a manually staged import and refinement flow.

Workflow

  1. Identify the source and desired scope:
    • remote MCP URL
    • local stdio command
    • current working project
    • desired targets
  2. Make the mode explicit:
    • quick
    • standard
    • thorough
  3. Run the one-shot path:
    • pluxx autopilot --from-mcp ... --yes
    • include runner, mode, and review flags when they matter
  4. Summarize:
    • files created or updated
    • which agent passes ran
    • which verification checks ran
    • what still needs human follow-up

Rules

  • Do not present autopilot as magic. Explain what it actually ran.
  • Keep auth flags explicit when the MCP requires them.
  • Treat autopilot as a native-shaping pass, not just a file dump:
    • promote repeated entrypoints into commands when that is stronger than a flat skill list
    • promote isolated reviewer/research/delegated work into agents or subagents when the host supports that more naturally
    • keep argument-rich workflows argument-rich instead of flattening them into vague generic commands
  • If the user is learning or debugging, suggest the manual lifecycle when autopilot hides too much.
  • If autopilot fails mid-run, say which stage failed:
    • auth
    • introspection
    • runner
    • verification

Output

  • Explain what autopilot actually did.
  • Call out what still needs human review.
  • Make the next step obvious:
    • refine more
    • build/install
    • sync later
    • or ship
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. 2mo ago First seen · 54 lines · 22 tokens per session scan A 179889c33884

Subscribe to this mod's changes

pluxx-autopilot is a skill published in the GitHub repository orchidautomation/pluxx (5 stars, last pushed 1mo ago), licensed MIT. It adds 22 tokens to every session and 393 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 2026-09-03.

Related

pluxx-autopilot compared with skills from other repositories

pluxx-autopilot next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
pluxx-autopilotorchidautomation/pluxxSkill51mo agoMITA22Codex
imagegenopenai/codexSkill134ktodayApache-2.0A113Codex
playwright-climicrosoft/playwrightSkill99ktodayApache-2.0A19Claude Code
local-ai-agentsmicrosoft/ai-agents-for-beginnersSkill79ktodayMITA200Claude Code, Codex
systematic-debuggingobra/superpowersSkill314k3d agoMITA21Claude Code
next-cache-components-adoptionvercel/next.jsSkill143kyesterdayMITA95Claude Code
next-partial-prefetching-adoptionvercel/next.jsSkill143kyesterdayMITA103Claude Code