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ccgate: Delegate Claude/Codex permission prompts to an LLM (~97% automated for me)
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ccgate: Delegate Claude/Codex permission prompts to an LLM (~97% automated for me)

Home/Cloud & DevOps/ccgate: Delegate Claude/Codex permission prompts to an LLM (~97% automated for me)

TL;DR ccgate is an OSS CLI that delegates permission prompts in Claude Code and Codex CLI to a separate LLM (Haiku by default). Outcomes are allow / deny / fallthrough. deny returns a reason the agent can act on. Genuinely ambiguous calls bubble back to the user. In my own usage, ~97% of permission

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Takuya Takahashi

๐Ÿ“… May 1, 2026ยทโฑ 13 min readยทDev.to โ†—
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