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Preflight checks vague prompts and improves AI coding workflows with less token waste.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "preflight" yet — see the docs or source repo.
Check whether this prompt for Claude Code is vague and rewrite it more clearly: 'Help me fix the login API issue and improve performance too.'
Highlights ambiguity and missing context, then returns a clearer, actionable rewritten prompt.
Triage this request: 'Production errors show intermittent payment callback failures, possibly related to retry logic.' Provide priority, investigation steps, and missing information needed.
Provides a structured triage result with risk level, investigation path, and follow-up questions.
Score this development prompt and explain how to reduce wasted tokens: 'Build me a user system.'
Returns a prompt quality score, reasons for deductions, and concrete improvement suggestions.
Provide code review, fixes, testing, and refactoring help in Claude Code.
Reduce LLM token usage by lazy-loading tools and routing repetitive subtasks.
Quickly trace code relationships and execution paths with a single AI tool call.
Read, edit, and summarize documents through a Claude-powered chat interface.
Query Claude Code transcript analytics for cost, safety, audit, and efficiency insights.
Aggregate coding plan services for code review, plan review, and AI coding dialogue.