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docs(help): add frontmatter to gpt54-codex parity docs
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title: "GPT-5.4 / Codex Parity Maintainer Notes"
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summary: "How to review the GPT-5.4 / Codex parity program as four merge units"
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read_when:
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- Reviewing the GPT-5.4 / Codex parity PR series
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- Maintaining the six-contract agentic architecture behind the parity program
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# GPT-5.4 / Codex Parity Maintainer Notes
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This note explains how to review the GPT-5.4 / Codex parity program as four merge units without losing the original six-contract architecture.
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title: "GPT-5.4 / Codex Agentic Parity"
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summary: "How OpenClaw closes agentic execution gaps for GPT-5.4 and Codex-style models"
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read_when:
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- Debugging GPT-5.4 or Codex agent behavior
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- Comparing OpenClaw agentic behavior across frontier models
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- Reviewing the strict-agentic, tool-schema, elevation, and replay fixes
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# GPT-5.4 / Codex Agentic Parity in OpenClaw
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OpenClaw already worked well with tool-using frontier models, but GPT-5.4 and Codex-style models were still underperforming in a few practical ways:
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