severity1/claude-code-prompt-improver

Health v2 · maintenance only

Adoption not part of the score

1916 stars · 152 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A Claude Code hook plugin that intelligently improves prompts at submit time, tool use, and subagent start, injecting contextual nudges so Claude produces better first outputs. It includes targeted nudges for clarity checks, plan mode, workflow guidance, output readability, and subagent routing.

Use cases

• improve vague prompts before sending them to Claude Code
• reduce correction round-trips when coding with an AI agent
• automatically enter plan mode for complex multi-file tasks
• route research tasks to subagents with better context
• run long-running commands in the background with polling guidance

When to choose

• you use Claude Code daily and want higher-quality first responses
• you want automatic clarification questions for vague requests
• you need structured plan-first workflows for non-trivial implementations

When to avoid

• you don't use Claude Code or a compatible hook system
• you prefer fully manual control over every prompt you send
• you want a general-purpose prompt library outside an agentic coding workflow

Facets

plugin · maturity active

prompt-engineering agent-framework developer-tools developer-tools large-language-models python cli claude-code hooks prompt-optimization subagent-routing plan-mode ai-agents automation

Member repositories

For agents

markdown · JSON · MCP: product_card(name="severity1/claude-code-prompt-improver")