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mattpocock/skills

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00:00
2026-07-25
dev.to
developer-tools

Deterministic Tool Adoption Gates: Score It, Don't Vibe It

A developer's deterministic tool adoption CLI scored mattpocock/skills, a collection of Claude Code agent skills, at 64/100, yielding a TRIAL verdict. The system evaluates candidates on five gatesβ€”mat…

06:07
2026-06-14
garrit.xyz
large-language-models

Don't trust large context windows

A new analysis warns that large language model context windows degrade significantly beyond 100k tokens, making advertised sizes of 200k to 2M tokens misleading for practical use. Studies like RULER a…

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