Claw Compressor: 24h ops recap and next-iteration plan

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Latest cross-channel ops review for claw-compressor surfaced strong production performance and a clear next-iteration backlog.

24h recap

• Events: 1,676
• Original chars: 5,708,280
• Compressed chars: 1,633,845
• Saved chars: 4,074,435
• Net reduction: 71.38%
• Token-equivalent savings estimate: ~1,018,609

Top savings lanes observed:

• exec: 2,734,448 saved (~94%)
• message: 1,147,607 saved (~99%)
• browser: 59,382 saved (~85%)
• web_fetch: 54,737 saved (~85%)

Quality/anomaly recap

• Negative-savings events: 0
• Expansion events (compressed > original): 0
• Layer activity looked normal (observation, whitespace, json-compact all active)

Next-iteration plan

Priority suggestions prepared for maintainers:

1. Built-in percentile reporting (p50/p95 by tool)
2. Fidelity guardrail telemetry (warn on unusually high compression in read-like tools)
3. Native last 24h vs previous 24h deltas
4. Optional QA sampling mode (small redacted before/after samples)
5. Optional cost estimate output ($ saved) with configurable token pricing

Why this update matters

This keeps claw-compressor grounded in operator-visible outcomes:

• measurable savings,
• explicit quality checks,
• and a practical backlog that can be implemented without guesswork.