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-pipeline)<a href="https://agentmods.dev/commands/ces-ltd/lumi/octo-pipeline"><img src="https://agentmods.dev/badge/commands/ces-ltd/lumi/octo-pipeline/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-pipeline"><img src="https://agentmods.dev/badge/commands/ces-ltd/lumi/octo-pipeline.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 | $0.00017 | $0.00211 |
| Opus 5.5 | $0.00007 | $0.00084 |
| Sonnet 5.5 | $0.00003 | $0.00042 |
| Haiku 4.5 | $0.00002 | $0.00021 |
Grade A, and why
octo-pipeline 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
91% identical to octo-pipeline — 3 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.
What it actually says
/octo:pipeline
Your first output line MUST be: 🐙 Octopus Content Pipeline
Analyze content from URLs to extract patterns, psychological techniques, and structural elements.
Usage:
/octo:pipeline <url>
/octo:pipeline <url1> <url2> <url3>
What it does:
- Validates and fetches content from URLs
- Deconstructs patterns (structure, psychology, mechanics)
- Synthesizes findings into an anatomy guide
- Generates interview questions for content recreation
See: skill-content-pipeline for full documentation.
Example:
/octo:pipeline https://example.com/great-article
→ Fetching content...
→ Analyzing structure, psychology, mechanics...
→ Generating anatomy guide...
→ Creating interview questions...
✓ Analysis complete! See results below.
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 · 38 lines · 17 tokens per session scan A 7970849c85c7
octo-pipeline is a command published in the GitHub repository CES-Ltd/Lumi (40 stars, last pushed 5mo ago), licensed MIT. It adds 17 tokens to every session and 211 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 91% identical to octo-pipeline, differing in 3 lines, and is treated as a copy.
octo-pipeline compared with commands from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| octo-pipelineCES-Ltd/Lumi | Command | 40 | 5mo ago | MIT | A | 17 | Claude Code |
| pull-repostravisjneuman/.claude | Command | 107 | 2d ago | MIT | A | 13 | Claude Code |
| create-task-list.templateevan043/claude-cli-advanced-starter-pack | Command | 61 | 3mo ago | MIT | A | 0 | Claude Code |
| todo.templateevan043/claude-cli-advanced-starter-pack | Command | 61 | 3mo ago | MIT | A | 0 | Claude Code |
| update-check.templateevan043/claude-cli-advanced-starter-pack | Command | 61 | 3mo ago | MIT | A | 0 | Claude Code |
| landing-page-toggle.templateevan043/claude-cli-advanced-starter-pack | Command | 61 | 3mo ago | MIT | A | 0 | Claude Code |
| ccasp-panel.templateevan043/claude-cli-advanced-starter-pack | Command | 61 | 3mo ago | MIT | A | 0 | Claude Code |