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Add preflight to Code Quality & Testing

@TerminalGravitychecks n/achecks…add-preflight → master1 files · +1 −0updated 3mo ago

▸Description

Adds preflight — a 24-tool MCP server for Claude Code that catches ambiguous prompts before they waste tokens on wrong→fix cycles.

What it does:

Scores prompts across 12 categories before execution
Learns from past correction patterns to prevent repeated mistakes
Estimates token cost and waste from vague prompts
Provides semantic search across session history via LanceDB vectors
Cross-service contract awareness for multi-project setups

Install: npx preflight-dev

Built after analyzing 512 real Claude Code sessions (32K+ events, 3,200 prompts) — found ~30-40% of tokens wasted on avoidable back-and-forth from ambiguous prompts.

Category: Code Quality & Testing

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