Context Decay Simulator

Simulate a month of context accumulation and compare three strategies. Values are relative indices that illustrate trend lines, not measured performance.

Retrieval accuracy index Days elapsed
Accumulate all Decay-weighted Summarize

Accumulate all

Context load 0
Signal freshness 0
Retrieval accuracy 0
High recall early, but staleness grows quickly.

Decay-weighted

Context load 0
Signal freshness 0
Retrieval accuracy 0
Older context fades, keeping the active window useful.

Summarize

Context load 0
Signal freshness 0
Retrieval accuracy 0
Compression keeps long-term structure readable.