Native rules, hooks, and guards that prevent Claude Code and Codex from hallucinating code, duplicating files, or shipping unverified changes.

agent-harness agentic-engineering ai-agents ai-safety anti-hallucination claude claude-code code-quality codex codex-cli developer-tools guardrails hooks linter llm static-analysis
2 Open Issues Need Help Last updated: Jul 6, 2026

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help wanted good first issue community

Native rules, hooks, and guards that prevent Claude Code and Codex from hallucinating code, duplicating files, or shipping unverified changes.

Shell
#agent-harness#agentic-engineering#ai-agents#ai-safety#anti-hallucination#claude#claude-code#code-quality#codex#codex-cli#developer-tools#guardrails#hooks#linter#llm#static-analysis
help wanted good first issue ci

Native rules, hooks, and guards that prevent Claude Code and Codex from hallucinating code, duplicating files, or shipping unverified changes.

Shell
#agent-harness#agentic-engineering#ai-agents#ai-safety#anti-hallucination#claude#claude-code#code-quality#codex#codex-cli#developer-tools#guardrails#hooks#linter#llm#static-analysis