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    AI agents did better with distilled skills than detailed memory, a user reports

    Summarizing research, a user says agents given a distilled SKILL.md procedure performed 6.06 percentage points better than those using Workflow Memory, despite both drawing on the same past experience.

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    1 Source, 23d ago, first seen 23d ago

    TLDR

    A user discussing “Demystifying Agent Skills: Why They Work-Until They Don't” says the research compared two ways of packaging the same past agent experience: detailed Workflow Memory and distilled skills. According to the summary, 65.7% of skill cases worked through “procedural anchoring”—guidance on how to execute a task—while 4.5% worked by supplying missing knowledge. The user argues that skills mainly help agents choose steps and tools, verify work and avoid mistakes. But the post also warns that a skill can hurt when applied in the wrong situation or followed too rigidly.

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    1 Source, first seen 23d ago

    Combined views

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    1 Source, first seen 23d ago

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    1 Source

    @rohanpaul_ai– https://arxiv.org/abs/2608.14036 Title: "Demystifying Agent Skills: Why They Work-Until They Don't"

    1 Source

    @rohanpaul_ai– https://arxiv.org/abs/2608.14036 Title: "Demystifying Agent Skills: Why They Work-Until They Don't"