Distilling Experience into SKILL.md Beats Fuller Agent Memory by 6 Points

eyishazyer · x · 2026-08-18

Discussion of an agent memory study. Researchers gave agents the same past trajectories in two forms:

The SKILL.md version performed 6.06 percentage points better. The agent wasn't getting more experience — messy past experience was being turned into a clean procedure the agent can follow.

The commenter's takeaway: better packaging of experience can outperform simply giving agents more memory.

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