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.
npx skills add CES-Ltd/Lumi --skill octopus-quickgit 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/skills/ces-ltd/lumi/octopus-quick)<a href="https://agentmods.dev/skills/ces-ltd/lumi/octopus-quick"><img src="https://agentmods.dev/badge/skills/ces-ltd/lumi/octopus-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/skills/ces-ltd/lumi/octopus-quick"><img src="https://agentmods.dev/badge/skills/ces-ltd/lumi/octopus-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 | $0.00046 | $0.02080 |
| Opus 5 | $0.00023 | $0.01040 |
| Sonnet 5 | $0.00009 | $0.00416 |
| Haiku 4.5 | $0.00005 | $0.00208 |
Grade A, and why
octopus-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 10d 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
86% identical to octopus-quick — 16 lines 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.
How it starts
The opening of the file, as written. The whole thing — 373 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Quick Mode - Lightweight Task Execution ⚡
Fast-track execution for small tasks that don't need full Double Diamond workflow overhead.
When to Use Quick Mode
✅ Use Quick Mode For:
Bug Fixes:
- One-file bug fixes with known solution
- Typo corrections
- Logic error fixes
- Import/export corrections
Configuration Changes:
- Update environment variables
- Modify config files
- Adjust settings
- Update dependencies
Small Refactorings:
- Rename variables/functions
- Extract helper functions
- Simplify logic in single file
- Code cleanup
Documentation:
- Fix typos in README
- Update comments
- Add/update docstrings
- Clarify documentation
Dependency Management:
- Update package versions
- Add new dependency
- Remove unused dependency
❌ Don't Use Quick Mode For:
Complex Work:
- New features
- Architecture changes
- Multi-file refactorings
- Security-sensitive changes
- Performance optimizations requiring research
- Database schema changes
- API contract changes
Use full workflows for complex work to ensure quality.
Execution Flow
Quick mode follows a streamlined process:
User Request → Direct Implementation → Atomic Commit → Summary
What Quick Mode SKIPS:
- ❌ Multi-AI research (probe/discover)
- ❌ Requirements planning (grasp/define)
- ❌ Multi-AI validation (ink/deliver)
- ❌ Plan-checker verification
What Quick Mode KEEPS:
- ✅ State tracking (records in state.json)
- ✅ Atomic commits (git commit with description)
- ✅ Summary generation (stored in .claude-octopus/quick/)
- ✅ Change documentation
Usage
Via Command
/octo:quick "add dark mode toggle to settings"
Via Skill Invocation
Use skill: octopus-quick
Task: "fix typo in README.md line 42"
Examples
/octo:quick "update Next.js to v15"
/octo:quick "fix the broken import in auth.ts"
/octo:quick "add error handling to login function"
/octo:quick "remove console.log statements"
Implementation
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.
- 10d ago First seen · 373 lines · 46 tokens per session scan A 7096f568fb85
octopus-quick is a skill published in the GitHub repository CES-Ltd/Lumi (31 stars, last pushed 4mo ago), licensed MIT. It adds 46 tokens to every session and 2,080 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. It is 86% identical to octopus-quick, differing in 16 lines, and is treated as a copy.
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