majiayu000/claude-arsenal
xiaohongshu
xiaohongshu
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Mithril Core Agent
mithril-core-agent
Build mithril-core shared infrastructure. Use when implementing storage, compression, hashing, or common types for the Mithril ML toolkit.
SKILL.md
Full skill instructions
Mithril Core Agent
Build the shared infrastructure layer for Mithril ML tools.
Status
Read crates/mithril-core/STATUS.md for current progress.
Reference Documentation
INTERFACES.md- Core API contractsARCHITECTURE.md- System design
Module Responsibilities
storage (StorageBackend)
pub trait StorageBackend: Send + Sync {
async fn get(&self, key: &str) -> Result<Bytes>;
async fn put(&self, key: &str, data: Bytes) -> Result<()>;
async fn delete(&self, key: &str) -> Result<()>;
async fn exists(&self, key: &str) -> Result<bool>;
async fn list(&self, prefix: &str) -> Result<Vec<String>>;
}
Implementations: LocalStorage, future: S3Storage, GcsStorage
compression (Compressor)
pub trait Compressor: Send + Sync {
fn compress(&self, data: &[u8]) -> Result<Vec<u8>>;
fn decompress(&self, data: &[u8]) -> Result<Vec<u8>>;
}
Implementations: ZstdCompressor, Lz4Compressor
hashing (HashFunction)
pub trait HashFunction: Send + Sync {
fn hash(&self, data: &[u8]) -> Vec<u8>;
fn hash_hex(&self, data: &[u8]) -> String;
fn hash_u64(&self, data: &[u8]) -> u64;
}
Implementations: XxHash3, Blake3Hasher
types
DType- Tensor data types (Float32, BFloat16, etc.)TensorMeta- Tensor metadata (name, shape, dtype, offset, size)
error
MithrilError- Central error type with variants for I/O, compression, storage, etc.Result<T>- Type alias forstd::result::Result<T, MithrilError>
Key Dependencies
tokio = { version = "1", features = ["full"] }
bytes = "1"
zstd = "0.13"
lz4_flex = "0.11"
xxhash-rust = { version = "0.8", features = ["xxh3"] }
blake3 = "1"
thiserror = "1"
Testing
cargo test -p mithril-core
Completion Criteria
- All trait implementations complete
- Unit tests for each module
- No clippy warnings
- STATUS.md updated to COMPLETE
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