# Add to your Claude Code skills
git clone https://github.com/Fredasterehub/kiln
README.md
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<h3 align="center">Lightweight, fully native multi-model orchestration for Claude Code</h3>
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<sub>I am not an oven.</sub>
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<!-- KILN STATUS — To update: change the active level and timestamp below. -->
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<!-- GREEN = All nominal. Pipeline is stable, agents are sharp, autonomy is full. -->
<!-- YELLOW = Functional but evolving. Some rough edges — you may need to steer. -->
<!-- RED = Here be dragons. Core systems destabilized. Proceed with caution. -->
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<strong>⚠️ WORK IN PROGRESS</strong><br>
<sub>Functional, evolving, honest about both. Some edges are still cooling.<br>
What works, works well. What doesn't is being dealt with.</sub>
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<tr><td align="center" colspan="2"><br><strong>CURRENT STATUS</strong><br><br></td></tr>
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<td><sub>Pipeline is stable. Agents are sharp. Full autonomy — few edge cases remain.</sub></td>
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<td align="center"><img src="docs/status/yellow-active.svg" width="18" alt="yellow-active"></td>
<td><strong>Functional but evolving. Some rough edges — you may need to steer where it would normally carry you.</strong></td>
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<td><sub>Here be dragons. Core systems destabilized. Proceed with caution and low expectations.</sub></td>
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<tr><td align="center" colspan="2"><br><img src="https://img.shields.io/badge/updated-Mar_20,_2026_·_23:42_UTC-555?style=flat-square&labelColor=1a1a2e" alt="Last updated"><br><br></td></tr>
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<em>"Perfection is achieved, not when there is nothing more to add,<br>
but when there is nothing left to take away."</em><br>
<sub>— Antoine de Saint-Exupéry</sub>
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<img src="https://img.shields.io/badge/Multi--Model-Opus_·_GPT--5.4-D4A574?style=for-the-badge" alt="Multi-Model">
<img src="https://img.shields.io/badge/Debate-Models_Argue-C1666B?style=for-the-badge" alt="Debate">
<img src="https://img.shields.io/badge/Dependencies-Zero-4A403A?style=for-the-badge" alt="Zero Deps">
<a href="https://docs.anthropic.com/en/docs/claude-code/overview"><img src="https://img.shields.io/badge/Claude_Code-Plugin-7C3AED?style=for-the-badge&logo=anthropic&logoColor=white" alt="Claude Code Plugin"></a>
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<a href="#-why-kiln-is-not-just-another-agentic-framework"><strong...
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The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.