Skills
.Work. You
Rest

spfresh-reviewer

Community

Ensure SPFresh implementation adheres to algorithmic spec

Software Engineering#code audit#algorithm review#FDB#SPANN#SPFresh
Authorbirdayz
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill ensures the SPFresh vector index implementation is in accordance with its algorithmic specifications provided in the SPANN and SPFresh papers.

Core Features & Use Cases

  • Algorithmic Compliance Check: Reviews SPFresh code against the SPANN and SPFresh papers.
  • Recall/Latency Audits: Audits for recall and latency regressions.
  • Periodic Audits: Schedules regular checks for faithfulness to the paper specification.

Quick Start

Review the SPFresh code changes with the SPFresh Paper Review skill, specifying the updated implementation code or a benchmark run.

Dependency Matrix

Required Modules

None required

Components

scriptsreferencesassets

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: spfresh-reviewer
Download link: https://github.com/birdayz/fdb-go/archive/main.zip#spfresh-reviewer

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
View Source Repository

Agent Skills Search Helper

Install a tiny helper to your Agent, search and equip skill from 620,000+ vetted skills library on demand.