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feat: refresh context compaction lesson

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Haoran
2026-07-31 15:52:53 +08:00
parent 2affb3f345
commit 13dc5396bb
34 changed files with 1267 additions and 786 deletions
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s08_context_compact/images/compact-overview.en.svg
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@@ -27,7 +27,7 @@
<!-- Title -->
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<rect x="0" y="40" width="820" height="8" fill="url(#header)"/>
<text x="410" y="31" fill="#fff" font-size="16" font-weight="700" text-anchor="middle">Context Compact — Compression Before LLM Call, Three Trigger Modes</text>
<text x="410" y="31" fill="#fff" font-size="16" font-weight="700" text-anchor="middle">Context Compact: Compression Before LLM Calls, Three Triggers</text>
<!-- Labels -->
<text x="50" y="74" fill="#94a3b8" font-size="11" font-weight="600">s07 Preserved</text>
@@ -50,13 +50,13 @@
<text x="270" y="122" fill="#92400e" font-size="8" font-weight="700" text-anchor="middle">① Every Turn · Unconditional · 0 API</text>
<rect x="186" y="130" width="168" height="24" rx="4" fill="#fef3c7" stroke="#d97706" stroke-width="1"/>
<text x="270" y="146" fill="#92400e" font-size="10" font-weight="600" text-anchor="middle">L3 tool_result_budget</text>
<text x="270" y="146" fill="#92400e" font-size="10" font-weight="600" text-anchor="middle">Step 1 tool_result_budget</text>
<rect x="186" y="158" width="168" height="24" rx="4" fill="#fef3c7" stroke="#d97706" stroke-width="1"/>
<text x="270" y="174" fill="#92400e" font-size="10" font-weight="600" text-anchor="middle">L1 snip_compact</text>
<text x="270" y="174" fill="#92400e" font-size="10" font-weight="600" text-anchor="middle">Step 2 snip_compact</text>
<rect x="186" y="186" width="168" height="24" rx="4" fill="#fef3c7" stroke="#d97706" stroke-width="1"/>
<text x="270" y="202" fill="#92400e" font-size="10" font-weight="600" text-anchor="middle">L2 micro_compact</text>
<text x="270" y="202" fill="#92400e" font-size="10" font-weight="600" text-anchor="middle">Step 3 micro_compact</text>
<!-- ↓ → ◇ -->
<line x1="270" y1="210" x2="270" y2="222" stroke="#555" stroke-width="1.2" marker-end="url(#arrow)"/>
@@ -74,10 +74,10 @@
<!-- ── ② Conditional Trigger ── -->
<rect x="186" y="268" width="168" height="16" rx="3" fill="#fed7aa" stroke="#ea580c" stroke-width="0.8"/>
<text x="270" y="280" fill="#9a3412" font-size="8" font-weight="700" text-anchor="middle">② Conditional · Token Over Threshold · 1 API</text>
<text x="270" y="280" fill="#9a3412" font-size="8" font-weight="700" text-anchor="middle">② Conditional · Size Over Limit · 1 API</text>
<rect x="186" y="288" width="168" height="24" rx="4" fill="#fed7aa" stroke="#ea580c" stroke-width="1"/>
<text x="270" y="304" fill="#9a3412" font-size="10" font-weight="600" text-anchor="middle">L4 compact_history</text>
<text x="270" y="304" fill="#9a3412" font-size="10" font-weight="600" text-anchor="middle">Step 4 compact_history</text>
<!-- Pipeline exit → LLM -->
<line x1="370" y1="158" x2="438" y2="158" stroke="#2563eb" stroke-width="2" marker-end="url(#arrow-blue)"/>
@@ -113,7 +113,7 @@
<rect x="580" y="210" width="170" height="56" rx="6" fill="#fef2f2" stroke="#dc2626" stroke-width="1" stroke-dasharray="4,2"/>
<text x="665" y="228" fill="#991b1b" font-size="9" font-weight="700" text-anchor="middle">③ Emergency Trigger</text>
<text x="665" y="242" fill="#991b1b" font-size="8" text-anchor="middle">API returns prompt_too_long</text>
<text x="665" y="256" fill="#991b1b" font-size="8" text-anchor="middle">→ reactive_compact → retry</text>
<text x="665" y="256" fill="#991b1b" font-size="8" text-anchor="middle">→ reactive_compact → retry once</text>
<!-- ===== Loop Back ===== -->
<path d="M 710 158 L 760 158 L 760 348 L 90 348 L 90 184" fill="none" stroke="#555" stroke-width="2" marker-end="url(#arrow)" stroke-dasharray="6,3"/>
@@ -126,13 +126,13 @@
<text x="94" y="414" fill="#334155" font-size="10">s07 Preserved: loop, hooks, skill loading, sub-agents</text>
<rect x="70" y="426" width="16" height="12" rx="3" fill="#fde68a" stroke="#d97706" stroke-width="1"/>
<text x="94" y="436" fill="#334155" font-size="10">① Every Turn Auto: L3→L1→L2 run unconditionally before each LLM call, 0 API</text>
<text x="94" y="436" fill="#334155" font-size="10">① Every Turn: Steps 1→2→3 run before each LLM call, 0 API</text>
<rect x="70" y="448" width="16" height="12" rx="3" fill="#fed7aa" stroke="#ea580c" stroke-width="1"/>
<text x="94" y="458" fill="#334155" font-size="10">② Conditional: after L3/L1/L2, tokens still over threshold → compact_history, 1 API</text>
<text x="94" y="458" fill="#334155" font-size="10">② Conditional: size remains over the limit after Step 3 → compact_history, 1 API</text>
<rect x="70" y="470" width="16" height="12" rx="3" fill="#fef2f2" stroke="#dc2626" stroke-width="1" stroke-dasharray="3,2"/>
<text x="94" y="480" fill="#334155" font-size="10">③ Emergency: API returns prompt_too_long → reactive_compact → retry</text>
<text x="94" y="480" fill="#334155" font-size="10">③ Recovery: API returns prompt_too_long → reactive_compact → retry once</text>
<text x="70" y="498" fill="#94a3b8" font-size="9">Three modes with increasing cost: 0 API → 1 API → 1 API + more aggressive trimming</text>
<text x="70" y="498" fill="#94a3b8" font-size="9">Increasing cost: 0 API → one summary call → one summary call and retry</text>
</svg>
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