Agent Context Audit & Compression Inspector 32K Context

Analyze context retention, token loss zones, and claim attribution lineages in AI agent executions.

Context Coverage
68.5%
21,920 / 32,000 tokens retained
Compression Ratio
38.1 : 1
Lossy agent context summary
Token Loss / Dropped
14,200 tk
1 context block unmapped
Attribution Gap Score
0.05
Low ungrounded risk
Context Retention & Attribution Flow
Filter Role:
0.20
Custom Context & Claim Auditor

Paste raw agent context trace logs and summary outputs to run local retention scoring:

Context Audit Diagnostics
The active trace exhibits a 38.1:1 compression ratio across 32,000 total tokens. 14,200 tokens (44.38%) were discarded during tool execution output synthesis (heap dump dumps). All generated summary claims map to verified source context chunks with high confidence.
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