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.
git clone --depth 1 https://github.com/CES-Ltd/LumiWrote 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.
[](https://agentmods.dev/commands/ces-ltd/lumi/octo-quick)<a href="https://agentmods.dev/commands/ces-ltd/lumi/octo-quick"><img src="https://agentmods.dev/badge/commands/ces-ltd/lumi/octo-quick/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.
<a href="https://agentmods.dev/commands/ces-ltd/lumi/octo-quick"><img src="https://agentmods.dev/badge/commands/ces-ltd/lumi/octo-quick.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00012 | $0.00301 |
| Opus 5.5 | $0.00005 | $0.00120 |
| Sonnet 5.5 | $0.00002 | $0.00060 |
| Haiku 4.5 | $0.00001 | $0.00030 |
Grade A, and why
octo-quick 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.
This is a copy
94% identical to octo-quick — 1 line differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
What it actually says
Quick Mode Command
Your first output line MUST be: 🐙 Octopus Quick Mode
Execute ad-hoc tasks without multi-AI orchestration overhead.
Usage
/octo:quick "<task description>"
When to Use
Perfect for:
- Bug fixes with known solutions
- Configuration updates
- Small refactorings
- Documentation fixes
- Dependency updates
- Typo corrections
NOT for:
- New features
- Architecture changes
- Security-sensitive work
- Tasks requiring research
Examples
/octo:quick "fix typo in README"
/octo:quick "update Next.js to v15"
/octo:quick "remove console.log statements"
/octo:quick "add error handling to login function"
What It Does
- Directly implements the change
- Creates atomic commit
- Updates state
- Generates summary
Skips: Research, planning, multi-AI validation
Cost
Quick mode only uses Claude (included with Claude Code). No external provider costs.
When to Escalate
If the task becomes complex:
- Use
/octo:discoverfor research - Use
/octo:definefor planning - Use
/octo:developfor building - Use
/octo:deliverfor validation
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.
- 2mo ago First seen · 63 lines · 12 tokens per session scan A 7b56379286bb
octo-quick is a command published in the GitHub repository CES-Ltd/Lumi (40 stars, last pushed 5mo ago), licensed MIT. It adds 12 tokens to every session and 301 once invoked, about $0.0000 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 94% identical to octo-quick, differing in 1 line, and is treated as a copy.
Other commands, from other repositories
workflow-classify
Classify task size (S/M/L/XL) and recommend the appropriate workflow pipeline.
pull-repos
Pull all repos (parent + marketplace clones + configured project repos).
resolve-dependabot-prs
Triage open Dependabot PRs, return a quick risk/action summary table, then enter planning mode with an ordered rebase→merge→follow-up→resume resolution plan.
create-task-list.template
This prompt was authored for Claude-style slash workflows. In Codex runtime, adapt tool calls as follows.
update-check.template
This prompt was authored for Claude-style slash workflows. In Codex runtime, adapt tool calls as follows.
todo.template
This prompt was authored for Claude-style slash workflows. In Codex runtime, adapt tool calls as follows.