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    "sourcePath": "docs/harness-features-backlog/gaps/observability/GAP-OBS-005.md",
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    "title": "GAP-OBS-005: Context Introspection",
    "displayName": "GAP-OBS-005: Context Introspection",
    "slug": "docs/harness-features-backlog/gaps/observability/gap-obs-005",
    "articlePath": "wiki/docs/harness-features-backlog/gaps/observability/GAP-OBS-005.md",
    "article": "\n# GAP-OBS-005: Context Introspection\n\n| Field | Value |\n|-------|-------|\n| Category | observability |\n| Priority | Medium |\n| Effort | M |\n| Status | Partial |\n\n## Description\nProvide real-time visibility into token usage, context window utilization, and cost during active orchestration, not just post-hoc analysis.\n\n## Current State\ntokens:stats provides post-hoc analysis. compression:status shows compression layer state. No real-time visibility during active orchestration.\n\n## Target State\nReal-time token usage per iteration. Context window utilization percentage. Cost accumulation visible in embedded SDK dashboard. Threshold-based warnings when approaching limits.\n\n## Dependencies\n- [GAP-SESSION-004](../session-management/GAP-SESSION-004.md) -- session-level cost tracking\n\n## Key Files\n| Component | Path |\n|-----------|------|\n| Token stats | `packages/sdk/src/cli/` |\n| Compression module | `packages/sdk/src/compression/` |\n| Embedded SDK dashboard (new) | `packages/sdk/src/dashboard/` |\n\n## Recommendation\nPhase 3 implementation. Accumulate token counts from task results in real-time. Display in embedded SDK dashboard with threshold warnings.\n",
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