gvShell Context Management (Phase 6)

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{
  "id": "bd67cb0f-9373-4053-a9e3-51b9eec9782f",
  "type": "general",
  "status": "completed",
  "title": "gvShell Context Management (Phase 6)",
  "description": "Analyze Phase 6 context management capabilities for gvShell",
  "context": {
    "output": "<div class='listings-report' style='background:#1e1e1e;color:#e0e0e0;padding:20px;border-radius:8px;'><h2 style='color:#fff;margin-bottom:16px;'>gvShell Context Management: Phase 6 Capabilities</h2><div class='report-section' style='background:#2d2d2d;padding:16px;border-radius:6px;margin:12px 0;'><h3 style='color:#61afef;'>Core Concept: Responses as Virtual Files</h3><p style='color:#e0e0e0;'>In Phase 6, gvShell transforms AI responses into referenceable, composable resources that behave like files:</p><ul style='color:#e0e0e0;line-height:1.6;'><li>Every AI response becomes a <strong style='color:#98c379;'>virtual file</strong> with unique properties</li><li>Responses can be referenced, piped, diffed, and composed</li><li>Supports multiple reference types: numeric, provider-specific, saved</li></ul></div><div class='report-section' style='background:#2d2d2d;padding:16px;border-radius:6px;margin:12px 0;'><h3 style='color:#61afef;'>Reference Types</h3><table style='width:100%;color:#e0e0e0;border-collapse:collapse;'><tr style='background:#3a3a3a;'><th style='padding:10px;text-align:left;'>Reference</th><th style='padding:10px;text-align:left;'>Meaning</th><th style='padding:10px;text-align:left;'>Example</th></tr><tr><td style='padding:10px;border-top:1px solid #4a4a4a;'>$1, $2, $N</td><td style='padding:10px;border-top:1px solid #4a4a4a;'>Numeric response references</td><td style='padding:10px;border-top:1px solid #4a4a4a;'><code style='color:#98c379;'>convert $1 to Python</code></td></tr><tr><td style='padding:10px;border-top:1px solid #4a4a4a;'>$claude, $gpt</td><td style='padding:10px;border-top:1px solid #4a4a4a;'>Last response by provider</td><td style='padding:10px;border-top:1px solid #4a4a4a;'><code style='color:#98c379;'>show $claude</code></td></tr><tr><td style='padding:10px;border-top:1px solid #4a4a4a;'>$saved.name</td><td style='padding:10px;border-top:1px solid #4a4a4a;'>Saved named response</td><td style='padding:10px;border-top:1px solid #4a4a4a;'><code style='color:#98c379;'>refine $saved.mycode</code></td></tr></table></div><div class='report-section' style='background:#2d2d2d;padding:16px;border-radius:6px;margin:12px 0;'><h3 style='color:#61afef;'>Subfield Extraction</h3><p style='color:#e0e0e0;'>Advanced context management through field extraction:</p><pre style='background:#3a3a3a;color:#e0e0e0;padding:16px;border-radius:6px;'><code>$N.field    Extract specific components\nFields:\n  .content    Full response text\n  .code       All code blocks\n  .tokens     Token counts\n  .cost       Cost in USD\n  .model      Model name\n  .provider   Provider name</code></pre></div><div class='report-section' style='background:#2d2d2d;padding:16px;border-radius:6px;margin:12px 0;'><h3 style='color:#61afef;'>Storage Modes</h3><table style='width:100%;color:#e0e0e0;border-collapse:collapse;'><tr style='background:#3a3a3a;'><th style='padding:10px;text-align:left;'>Mode</th><th style='padding:10px;text-align:left;'>Location</th><th style='padding:10px;text-align:left;'>Persistence</th><th style='padding:10px;text-align:left;'>Use Case</th></tr><tr><td style='padding:10px;border-top:1px solid #4a4a4a;'>memory</td><td style='padding:10px;border-top:1px solid #4a4a4a;'>RAM only</td><td style='padding:10px;border-top:1px solid #4a4a4a;'>Session only</td><td style='padding:10px;border-top:1px solid #4a4a4a;'>Quick iteration, privacy</td></tr><tr><td style='padding:10px;border-top:1px solid #4a4a4a;'>session</td><td style='padding:10px;border-top:1px solid #4a4a4a;'>Temp directory</td><td style='padding:10px;border-top:1px solid #4a4a4a;'>Until exit</td><td style='padding:10px;border-top:1px solid #4a4a4a;'>Longer sessions, crash recovery</td></tr><tr><td style='padding:10px;border-top:1px solid #4a4a4a;'>persistent</td><td style='padding:10px;border-top:1px solid #4a4a4a;'>~/.gvshell/responses/</td><td style='padding:10px;border-top:1px solid #4a4a4a;'>Forever</td><td style='padding:10px;border-top:1px solid #4a4a4a;'>Research, audit trail</td></tr></table></div></div>",
    "requestedAt": "2026-01-06T10:30:00Z",
    "requestId": "e8cba089-5784-42ec-89b3-b90785b651a9",
    "turnTiming": {
      "totalMs": 55189,
      "ttfeMs": 3704,
      "thinkingMs": 51480,
      "toolExecutionMs": 0,
      "toolCallCount": 0,
      "thinkingPct": 93,
      "toolsPct": 0,
      "ttfePct": 7
    }
  },
  "createdBy": "claude",
  "createdAt": "2026-01-06T12:10:22.412Z",
  "updatedAt": "2026-01-06T12:10:31.922Z",
  "requestId": "e8cba089-5784-42ec-89b3-b90785b651a9",
  "scope": "vibetools",
  "tags": [
    "gvshell",
    "context-management",
    "ai-tools"
  ],
  "targetUser": "claude"
}