debug

debug is a command for coding agents from SatoruoGojoo/octopus. It costs 38 tokens per session (327 once invoked), scanned A, original, MIT.

A debugging command that sends an error, log, or screenshot to a debugger agent for analysis. The debugger reports confirmed facts separately from possible explanations and does not modify files.

In plain words
What is it for?
It helps investigate bugs, interpret error messages and logs, analyse screenshots, trace failures to their causes, and produce a report before any code is changed.
Why use it?
It helps identify the likely cause of a problem while keeping diagnosis separate from implementation. This makes it easier to decide whether a proposed fix would change the intended behaviour.

Command

Part of the octopus plugin — 9 commands, 7 agents, 1 hook 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/satoruogojoo/octopus/debug
Clone the repo
git clone --depth 1 https://github.com/SatoruoGojoo/octopus

Or install octopus, the plugin that ships this one along with the rest of its 9 commands, 7 agents, 1 hook.

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 debug

README.md
[![agentmods](https://agentmods.dev/badge/commands/satoruogojoo/octopus/debug.svg)](https://agentmods.dev/commands/satoruogojoo/octopus/debug)
Your own site
<a href="https://agentmods.dev/commands/satoruogojoo/octopus/debug"><img src="https://agentmods.dev/badge/commands/satoruogojoo/octopus/debug.svg" alt="Measured on agentmods" height="20"></a>
Per session 38 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 327 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 $0.00038 $0.00327
Opus 5 $0.00019 $0.00163
Sonnet 5 $0.00008 $0.00065
Haiku 4.5 $0.00004 $0.00033

Measured 4d ago against content hash c9f0bde372ef, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

debug 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.

commands/debug.md · 15 lines

What it actually says

用 Agent 工具啟動 debugger agent,把錯誤資訊原文(含截圖/log)完整轉給它。

  • 它若反問(最多 2 問),轉給使用者後把答案轉回(SendMessage 延續同一個 agent)
  • 它只分析不修檔;產出根因報告後完整轉述給使用者,保留「確認 vs 推測」的區分,不要擅自把推測講成定論
  • 使用者決定修法後,看修法會不會改變預期行為
    • 不會(code 沒做到 spec 本來就寫的事)→ 直接在對話中處理,不進管線
    • 會變,或查證後發現該行為從未被寫進主 spec → 走 /octopus:spec 開 change(修法本身就是需求),把根因報告全文一併轉入——該 change 的 delta 須把實際炸過的失敗案例編碼成至少一個 Scenario(回歸防護進 spec)

問題:$ARGUMENTS

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 · 15 lines · 38 tokens per session scan A c9f0bde372ef

Subscribe to this mod's changes

debug is a command published in the GitHub repository SatoruoGojoo/octopus (2 stars, last pushed 3d ago), licensed MIT. It adds 38 tokens to every session and 327 once invoked, about $0.0002 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 2026-08-31.

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