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Get Started Free →joonghyun-lee-frieren/context-optimize
Use this skill when context is growing quickly or cache consistency drops.
Passed 18 of 22 test cases with the skill, and 17 of 22 without it.
and 3 more in the full report
3 fixed15 passed either way2 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
This benchmark measured an earlier version of the skill.
A newer attempt on gemini-3.8-flash on 10/21/2026 did not produce a publishable comparison (not comparable). The snapshot above is the previously measured run.
One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.
Our user support engineers frequently hit 'Restart Session' because the model's responses become unpredictable after 10 turns. What context strategy mitigates this instability?
| Checked | Without skill | With skill |
|---|---|---|
| The response targets unstable session behavior by introducing cache-safe compaction | Missed | Passed |
| The response establishes session rules to prevent prefix churn | Missed | Passed |
The instructions your model reads when the skill loads.
Read the workflow when this skill applies. For code work, follow the guard contract first. Design and implementation require separate user turns. Only the owning main conversation writes code. Missing evidence is unknown; honest failure is a valid outcome.
test cases passed, vs 17 / 22 without
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