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Ask Neo to help debug intermittent, complex, or hard-to-reproduce issues. Particularly useful for race conditions, memory issues, distributed-systems bugs, and cases where the symptom is not the root cause.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
Get Neo's architectural guidance for design decisions. Trade-off analysis for choices like microservices vs monolith, sync vs async, event-driven vs request-response — with persistent memory of how similar decisions played out.
Ask Neo for optimization suggestions on a function, file, or hot path. Targets algorithmic improvements, redundant work, allocation/hot-loop issues — not micro-style.
Ask Neo to extract a reusable pattern from a piece of code, or to find existing patterns in the codebase that match a description. Useful for codifying conventions and finding duplicated logic.
Get Neo's code review with semantic pattern matching. Focuses on security vulnerabilities, edge cases, error handling, and performance issues across the target file or module.
Ask Neo for semantic reasoning and code suggestions over the current codebase. Use for general questions, code suggestions, or architectural guidance backed by Neo's persistent memory.
Sync current branch with base branch. Codex (you) resolves conflicts intelligently, not automated scripts.
| name | neo-debug |
| description | Ask Neo to help debug intermittent, complex, or hard-to-reproduce issues. Particularly useful for race conditions, memory issues, distributed-systems bugs, and cases where the symptom is not the root cause. |
When the user invokes this skill ($neo-debug <bug description>), do the following:
Capture the bug context tightly. Symptom, when it started, frequency, environment, and any reproduction steps. Vague bug reports get vague answers; Neo's memory is keyed on specifics.
Gather observable evidence. Recent error logs, stack traces, test failures. Read the file(s) implicated by the stack trace. If the user mentioned a specific function, locate it.
Invoke Neo with a debug-framed prompt. Allow up to 5 minutes.
neo --mode advise <<'QUERY'
Debug this issue: <user's description>
Symptoms: <what happens>
Environment: <relevant context — concurrency model, OS, runtime, dependencies>
Stack trace / logs:
<paste evidence>
Relevant code:
<paste the function or module under suspicion>
Provide ranked hypotheses about root cause with reasoning. For each, suggest a verification step.
QUERY
Present Neo's hypotheses ranked by confidence. Lead with the verification step the user can take next — debugging is an iterative loop, not a one-shot answer.
If Neo returns multiple competing hypotheses, surface them all. Don't collapse to "the most likely one" — concurrent-systems bugs often have multiple contributing causes.