octo-develop

octo-develop is a command for coding agents from CES-Ltd/Lumi. It costs 15 tokens per session (820 once invoked), scanned A, original, MIT.

A development command that sends implementation work through several AI systems and required quality checks.

In plain words
What is it for?
Use it to develop a solution through the Octo workflow when the user explicitly invokes /octo:develop.
Why use it?
It prevents the task from being handled by one AI system without the defined research, implementation, and review process.

Command

Part of the octo plugin — 10 skills, 47 commands 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 commands/ces-ltd/lumi/octo-develop
Clone the repo
git clone --depth 1 https://github.com/CES-Ltd/Lumi

Or install octo, the plugin that ships this one along with the rest of its 10 skills, 47 commands.

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 octo-develop

README.md
[![agentmods](https://agentmods.dev/badge/commands/ces-ltd/lumi/octo-develop.svg)](https://agentmods.dev/commands/ces-ltd/lumi/octo-develop)
Your own site
<a href="https://agentmods.dev/commands/ces-ltd/lumi/octo-develop"><img src="https://agentmods.dev/badge/commands/ces-ltd/lumi/octo-develop.svg" alt="Measured on agentmods" height="20"></a>
Per session 15 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 820 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 $0.00015 $0.00820
Opus 5 $0.00008 $0.00410
Sonnet 5 $0.00003 $0.00164
Haiku 4.5 $0.00002 $0.00082

Measured 4d ago against content hash 3d1ca277b879, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

octo-develop 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.

resources/seed/octopus/commands/octo-develop.md · 105 lines

How it starts

The opening of the file, as written. The whole thing — 105 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Develop - Development Phase 🛠️

🤖 INSTRUCTIONS FOR CLAUDE

MANDATORY COMPLIANCE — DO NOT SKIP

When the user explicitly invokes /octo:develop, you MUST execute the structured workflow below. You are PROHIBITED from doing the task directly, skipping the development phase with quality gates, or deciding the task is "too simple" for this workflow. The user chose this command deliberately — respect that choice.

EXECUTION MECHANISM — NON-NEGOTIABLE

You MUST execute this command by invoking the corresponding skill via the Skill tool. You are PROHIBITED from:

  • ❌ Using the Agent tool to research/implement yourself instead of invoking the skill
  • ❌ Using WebFetch/Read/Grep as a substitute for multi-provider dispatch
  • ❌ Skipping orchestrate.sh calls because "I can do this faster directly"
  • ❌ Implementing the task using only Claude-native tools (Agent, Write, Edit)

Multi-LLM orchestration is the purpose of this command. If you execute using only Claude, you've violated the command's contract.


When the user invokes this command (e.g., /octo:develop <arguments>):

✓ CORRECT - Use the Skill tool:

Skill(skill: "octo:develop", args: "<user's arguments>")

✗ INCORRECT:

Skill(skill: "flow-develop", ...)  ❌ Wrong! Internal skill name, not resolvable by Skill tool
Task(subagent_type: "octo:develop", ...)  ❌ Wrong! This is a skill, not an agent type

Post-Completion — Interactive Next Steps

CRITICAL: After the skill completes, you MUST ask the user what to do next. Do NOT end the session silently.

AskUserQuestion({
  questions: [
    {
      question: "Development phase complete. What would you like to do next?",
      header: "Next Steps",
      multiSelect: false,
      options: [
        {label: "Move to Deliver phase", description: "Validate and review the implementation (/octo:deliver)"},
        {label: "Iterate on the implementation", description: "Make adjustments or handle edge cases"},
        {label: "Run quality gates again", description: "Re-validate with updated code"},
        {label: "Export the implementation", description: "Save a summary of what was built"},
        {label: "Done for now", description: "I have what I need"}
      ]
    }
  ]
})

Read the full file on GitHub · 105 lines

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 · 105 lines · 15 tokens per session scan A 3d1ca277b879

Subscribe to this mod's changes

octo-develop is a command published in the GitHub repository CES-Ltd/Lumi (31 stars, last pushed 3mo ago), licensed MIT. It adds 15 tokens to every session and 820 once invoked, about $0.0001 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.