Show HN: Decipher saves you from specs and docs you rubber stamp

Category: devtools

Tags: ai-agents, prompt-engineering, code-review, claude-code, developer-workflow

Score: 5.8/10 (Innovation: 6, Technical: 3, Documentation: 8, Utility: 6)

Decipher is a prompt/skill package for AI coding agents (Claude Code, Codex, Cursor, OpenCode) that rewrites long agent-generated specs and docs into a compact, plain-English 'gist-first' format with a self-check question to prevent rubber-stamping. It is interesting as a focused UX pattern for AI-assisted code review, but it is essentially a well-crafted prompt with an output style rather than a substantial codebase.

Target audience: backend devs and technical leads using AI coding agents to review specs and PRs

Repository: https://github.com/amirimi/decipher · HTML · MIT · 1 stars

View on Hacker News