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<p>Repairs malformed tool calls, validates every write through tree-sitter before it hits disk, trips circuit breakers on non-progressing loops, and escalates to a stronger model on repeated failure.</p>
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<p>Repairs malformed tool calls, validates every write through tree-sitter before it hits disk, breaks repeat-loops, and — when a model keeps failing — injects a recovery checkpoint, suggests the tool/path it likely meant, then escalates to a stronger model.</p>
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<h3>One Permission Engine</h3>
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</div>
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<h3>Self-Improving Memory</h3>
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<p>Persistent per-project memory plus a post-session orchestrator that extracts learnings, curates memory & skills, and promotes patterns recurring across sessions.</p>
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<p>Two-tier per-project memory — hot facts inline, the rest a searchable breadcrumb index — injected as a cache-stable snapshot. A post-session orchestrator extracts learnings and curates memory & skills between sessions.</p>
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</div>
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<h3>Code Intelligence</h3>
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<h3>Sandbox Mode</h3>
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<p>Run every bash command inside an isolated <ahref="https://github.com/containers/bubblewrap">bubblewrap</a>environment with <code>--sandbox</code> — defense in depth on top of the permission engine.</p>
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<p>Run every bash command in isolation with <code>--sandbox</code>: <ahref="https://github.com/containers/bubblewrap">bubblewrap</a>for a namespaced jail, or a hardware-isolated <ahref="https://github.com/containers/libkrun">libkrun</a> microVM — defense in depth on top of the permission engine.</p>
<divclass="card"><h4>Token-efficient I/O</h4><p><code>read_minified</code> · <code>edit_minified</code> — collapse a file to its tree-sitter skeleton</p></div>
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<divclass="card"><h4>Debugging</h4><p><code>debug</code> — DAP step-through: breakpoints, step, inspect stacks & variables</p></div>
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<divclass="card"><h4>Dynamic discovery</h4><p><code>tool_search</code> — load tools on demand to keep the prompt lean</p></div>
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</section>
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@@ -870,18 +873,24 @@ <h2 class="sec-title">Drive it with <em>slash</em> commands</h2>
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<divclass="card-grid">
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<divclass="card"><h4>/model</h4><p>Show or switch LLM model</p></div>
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<divclass="card"><h4>/agent</h4><p>Switch the active agent profile</p></div>
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<divclass="card"><h4>/prompt</h4><p>List or activate system prompts</p></div>
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<divclass="card"><h4>/plan</h4><p>Run the phased plan workflow</p></div>
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