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Auto-activate for msgspec imports, msgspec.Struct, msgspec.Meta, msgspec.json, msgspec.msgpack, tagged unions, enc_hook, dec_hook, or convert(). Use when defining msgspec models, serialization codecs, validation constraints, discriminated unions, or Litestar DTO data shapes. Not for Pydantic, dataclasses, attrs, or ORM models unless converting at a boundary.
msgspec is an agent skill entry in ChatHome Skills, sourced from GitHub Skill Search and scored 58/100. # msgspec Skill msgspec is a high-performance Python library for serialization, deserialization, and validation. Structs are ~5x more memory-efficient than regu. As an agent skill, it packages a reusable instruction set that AI coding agents such as Codex and Claude Code can load to perform this task without hand-written glue code. ChatHome Skills discovered this entry through its daily ingest of official registries and GitHub discovery queries, and re-verifies repository facts, freshness signals, and install metadata on every run. The quality score weighs official-registry presence, a working install command, license clarity, GitHub star trajectory, and repository freshness — the full formula is on the Sources page. The install command above is ready to copy. Review the last-pushed date and repository status before adding msgspec to a production agent workflow; the snapshot facts below are point-in-time values from the most recent ingest.
codex skill install renjianguo666/litecmsReview the upstream source before running this command.
Scan coverage: Install metadata and the indexed document body.
Automated signals from install metadata and a bounded skill body — not a full code security audit and not a recursive source or dependency review.
# msgspec Skill msgspec is a high-performance Python library for serialization, deserialization, and validation. Structs are ~5x more memory-efficient than regular classes and seri