ワンクリックでManusで任意のスキルを実行

rust-development

スター4

フォーク0

更新日2026年7月11日 09:28

Implement or refactor Rust in this repository. Use when writing new modules, modifying existing source files, or adding features to the chaotic_semantic_memory crate.

インストール

Codex または Claude でインストールこの Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。

Manusで実行

ソース

d-o-hub

d-o-hub/chaotic_semantic_memory

GitHub リポジトリを開く Creator のリポジトリを見る

ダウンロード

Manusで実行

関連職種SOC

SOC 職業分類に基づく

ソフトウェア開発者コンピュータ・数学職·SOC 15-1252

ファイルエクスプローラー

3 ファイル

SKILL.md

readonly

Rust Development

Workflow

Read @AGENTS.md constraints.

Read the target file and its neighbors before editing.

Follow the patterns in reference/codebase-patterns.md.

Run scripts/validate.sh after changes.

Verify LOC: every .rs file in src/ AND crates/ must be ≤ 500 lines.

Run cargo deny check if Cargo.lock was modified (supply chain audit).

Module Map

File

Purpose

LOC

src/lib.rs

Crate root + prelude

~63

src/error.rs

MemoryError enum, Result alias

~32

src/hyperdim.rs

HVec10240 (10240-bit vectors), bundle, bind, similarity

~404

src/reservoir.rs

Sparse ESN, ChaoticReservoir, spectral radius

~469

src/singularity.rs

Concept, Singularity store, similarity search

~484

src/persistence.rs

libSQL persistence, batch ops, per-op connections

~500

src/framework.rs

ChaoticSemanticFramework, builder, lifecycle

~496

src/encoder.rs

TextEncoder, deterministic text-to-hypervector

~500

src/semantic_bridge.rs

CanonicalConcept, ConceptGraph, ScoreBreakdown

~400

src/bridge_retrieval.rs

Bridge retrieval pipeline with expansion

~387

src/bridge_persistence.rs

Bridge persistence layer

~300

src/retrieval/bm25.rs

BM25 keyword search index

~300

src/retrieval/hybrid.rs

Hybrid BM25/HDC score fusion

~200

src/wasm.rs

WASM bindings (cfg-gated)

~435

src/cli/

CLI commands (inject, probe, query, index-*)

various

Key Conventions

All public APIs return Result<T, MemoryError>.

Tokio async for I/O (persistence.rs, framework.rs).

Rayon for CPU parallelism, always behind #[cfg(not(target_arch = "wasm32"))].

libsql only (never turso-client).

Reservoir spectral radius must stay in [0.9, 1.1].

rand::rngs::StdRng with SeedableRng for reproducibility in reservoir/tests.

No magic numbers in production logic: use named constants and configurable env/config parameters for tunables.

LOC gate applies to crates/ too — workspace crate source files at crates/*/src/*.rs have the same ≤ 500 LOC limit.

When adding a new workspace crate scope, also add it to commitlint.config.cjs scope-enum.

When Adding a New Module

Add pub mod name; to lib.rs.

Re-export key types in the prelude module if they're part of the public API.

Add cfg gate if it uses Rayon or threading.

If the file grows past ~400 LOC, proactively split (extract types, tests, or trait impls).

Rust Development

Workflow

Read @AGENTS.md constraints.

Read the target file and its neighbors before editing.

Follow the patterns in reference/codebase-patterns.md.

Run scripts/validate.sh after changes.

Verify LOC: every .rs file in src/ AND crates/ must be ≤ 500 lines.

Run cargo deny check if Cargo.lock was modified (supply chain audit).

Module Map

File

Purpose

LOC

src/lib.rs

Crate root + prelude

~63

src/error.rs

MemoryError enum, Result alias

~32

src/hyperdim.rs

HVec10240 (10240-bit vectors), bundle, bind, similarity

~404

src/reservoir.rs

Sparse ESN, ChaoticReservoir, spectral radius

~469

src/singularity.rs

Concept, Singularity store, similarity search

~484

src/persistence.rs

libSQL persistence, batch ops, per-op connections

~500

src/framework.rs

ChaoticSemanticFramework, builder, lifecycle

~496

src/encoder.rs

TextEncoder, deterministic text-to-hypervector

~500

src/semantic_bridge.rs

CanonicalConcept, ConceptGraph, ScoreBreakdown

~400

src/bridge_retrieval.rs

Bridge retrieval pipeline with expansion

~387

src/bridge_persistence.rs

Bridge persistence layer

~300

src/retrieval/bm25.rs

BM25 keyword search index

~300

src/retrieval/hybrid.rs

Hybrid BM25/HDC score fusion

~200

src/wasm.rs

WASM bindings (cfg-gated)

~435

src/cli/

CLI commands (inject, probe, query, index-*)

various

Key Conventions

All public APIs return Result<T, MemoryError>.

Tokio async for I/O (persistence.rs, framework.rs).

Rayon for CPU parallelism, always behind #[cfg(not(target_arch = "wasm32"))].

libsql only (never turso-client).

Reservoir spectral radius must stay in [0.9, 1.1].

rand::rngs::StdRng with SeedableRng for reproducibility in reservoir/tests.

No magic numbers in production logic: use named constants and configurable env/config parameters for tunables.

LOC gate applies to crates/ too — workspace crate source files at crates/*/src/*.rs have the same ≤ 500 LOC limit.

When adding a new workspace crate scope, also add it to commitlint.config.cjs scope-enum.

When Adding a New Module

Add pub mod name; to lib.rs.

Re-export key types in the prelude module if they're part of the public API.

Add cfg gate if it uses Rayon or threading.

If the file grows past ~400 LOC, proactively split (extract types, tests, or trait impls).

name	rust-development
description	Implement or refactor Rust in this repository. Use when writing new modules, modifying existing source files, or adding features to the chaotic_semantic_memory crate.