Benchmark compressed context against summary, direct retrieval, and provider-context baselines without enabling product integration
Scanned 9/3/2026
Install to Claude Code
Skills Directorynpx -y skills add jmagly/aiwg --skill long-context-bench --agent claude-codeInstalls into .claude/skills of the current project.
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---
namespace: aiwg
name: long-context-bench
platforms: [all]
description: Benchmark compressed context against summary, direct retrieval, and provider-context baselines without enabling product integration
---
# Long-Context Compression Benchmark
Run `aiwg context-bench run <fixture.json>` on real AIWG task families. Record
quality, exact-recovery failures, latency, memory, and provider-realizable
constraints for all four required strategies.
Product integration remains blocked unless compressed skim plus exact recovery
beats the strongest quality baseline without increasing exact-recovery failures.
Preserve weak and failed results in the report.
@implements #2046
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