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-model-config)<a href="https://agentmods.dev/commands/ces-ltd/lumi/octo-model-config"><img src="https://agentmods.dev/badge/commands/ces-ltd/lumi/octo-model-config/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-model-config"><img src="https://agentmods.dev/badge/commands/ces-ltd/lumi/octo-model-config.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 | $0.00009 | $0.04242 |
| Opus 5 | $0.00005 | $0.02121 |
| Sonnet 5 | $0.00002 | $0.00848 |
| Haiku 4.5 | $0.00001 | $0.00424 |
Grade A, and why
octo-model-config scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
printf "ollama:%s\n" "$(command -v ollama >/dev/null 2>&1 && curl -sf http://localhost:11434/api/tags >/dev/null 2>&1 && echo running || command -v ollama >/dev/null 2>&1 && echo installed || echo missing)" How it starts
The opening of the file, as written. The whole thing — 426 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Model Configuration
STEP 0: Emit Banner (MANDATORY — run before AskUserQuestion or any other step)
if [ -n "${OCTO_COMPACT_BANNER:-}" ] || [ -n "${COMPACT_BANNERS:-}" ]; then
echo "🐙 Octopus Model Config (provider | model | config | routing | cost | codex | gemini | phase)"
else
echo "🐙 Octopus Model Config"
echo "━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━"
echo "provider | model | config | routing | cost | codex | gemini | phase"
fi
Run this unconditionally — even when arguments are provided or when going to interactive wizard.
Interactive model configuration wizard. Detects installed providers, shows current settings, and guides users through configuration with AskUserQuestion.
STEP 1: Detect & Display
Run a SINGLE comprehensive detection command:
echo "=== Provider Detection ==="
printf "codex:%s\n" "$(command -v codex >/dev/null 2>&1 && echo installed || echo missing)"
printf "gemini:%s\n" "$(command -v gemini >/dev/null 2>&1 && echo installed || echo missing)"
printf "perplexity:%s\n" "$([ -n "${PERPLEXITY_API_KEY:-}" ] && echo configured || echo missing)"
printf "openrouter:%s\n" "$([ -n "${OPENROUTER_API_KEY:-}" ] && echo configured || echo missing)"
printf "copilot:%s\n" "$(command -v copilot >/dev/null 2>&1 && echo installed || echo missing)"
printf "qwen:%s\n" "$(command -v qwen >/dev/null 2>&1 && echo installed || echo missing)"
printf "ollama:%s\n" "$(command -v ollama >/dev/null 2>&1 && curl -sf http://localhost:11434/api/tags >/dev/null 2>&1 && echo running || command -v ollama >/dev/null 2>&1 && echo installed || echo missing)"
printf "opencode:%s\n" "$(command -v opencode >/dev/null 2>&1 && echo installed || echo missing)"
echo "=== Config ==="
if [[ -f ~/.claude-octopus/config/providers.json ]]; then
cat ~/.claude-octopus/config/providers.json
else
echo "NO_CONFIG"
fi
echo "=== Env ==="
env | grep -E '^OCTOPUS_|^CLAUDE_MODEL=' 2>/dev/null || echo "none"
Then display a compact dashboard:
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.
- 12d ago First seen · 426 lines · 9 tokens per session scan A f8d03cdcfafa
octo-model-config is a command published in the GitHub repository CES-Ltd/Lumi (31 stars, last pushed 4mo ago), licensed MIT. It adds 9 tokens to every session and 4,242 once invoked, about $0.0000 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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