kinkinluo/kinkinluo-skills

Modular skills for engineering codebases, ML infrastructure, and strict model reproduction workflows.

5Stars on the repository
4Mods indexed here, across every type
6mo agoLast push, which is what freshness is scored on
noneNo LICENSE: all rights reserved, so bodies are not copied

engineering-code

01

kinkinluo/kinkinluo-skills

Skill Claude CodeCodex

Use this skill for general software engineering work where maintainable structure is the priority: starting or refactoring backend, frontend, library, CLI, or app codebases; splitting large files into focused modules; defining clear interfaces; or setting up a project that will evolve over multiple turns. Prefer it…

not rated 5 6mo ago A 96 tokens

kinkinluo/kinkinluo-skills

Skill Claude CodeCodex

Coordinate work across multiple servers, machines, repos, or disconnected workspaces when the whole project cannot live in one folder. Use this skill whenever the user mentions different servers, remote machines, split codebases, cross-workspace integration, handoff between assistant sessions, relay workflows, SSH/Git…

not rated 5 6mo ago A 142 tokens

ml-infra

03

kinkinluo/kinkinluo-skills

Skill Claude CodeCodex

Engineering patterns for ML/DL research and LLM training infrastructure. Use this skill when: (1) Building training pipelines (SFT, RLHF, DPO, etc.), (2) Creating ML experiment infrastructure, (3) Designing distributed training systems, (4) Research projects requiring reproducibility, (5) Any deep learning project…

not rated 5 6mo ago A 103 tokens

model-reproduction

04

kinkinluo/kinkinluo-skills

Skill Claude CodeCodex

Strict skill for reproducing ML models. Use for: (1) Reproducing paper algorithms, (2) Porting open-source models, (3) Integrating multiple algorithms into one agent, (4) Adapting a model to downstream tasks. Core rule: engineering code may change (adapters, I/O, logging, config), but the algorithm must stay…

not rated 5 6mo ago A 96 tokens

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