Repository
PaddlePaddle/Paddle agent skills
- skills
- 11
- GitHub stars
- 24k
GitHub description: “PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）”
- Stars
- 24,119 (6,022 forks)
- Licence
- Apache-2.0
- Last push
- Sep 2026
- Created
- Aug 2016
- Homepage
- paddlepaddle.org
- paddlepaddle
- deep-learning
- scalability
- machine-learning
- neural-network
- python
- efficiency
- distributed-training
Install all skills
npx skills add PaddlePaddle/PaddleAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in PaddlePaddle/Paddle, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | A skill your agent uses when needing to compile, rebuild, or install Paddle from source after code changes. | PaddlePaddle/ | 24k | — | ~1k | Automated safety check: Pass | Apache-2.0 | 8 days ago |
| 2 | A skill your agent uses when working with Paddle 3.0 compiler full pipeline: SOT (Symbolic Opcode Translator) for bytecode-level dy2st graph capture, PIR (Paddle IR) for SSA-based intermediate… | PaddlePaddle/ | 24k | — | ~3.6k | Automated safety check: Pass | Apache-2.0 | 8 days ago |
| 3 | A skill your agent uses when working with Paddle's distributed training system: understanding parallelism strategies (DP, ZeRO, TP, PP, SP), semi-automatic parallel with ProcessMesh + shardtensor… | PaddlePaddle/ | 24k | — | ~660 | Automated safety check: Pass | Apache-2.0 | 8 days ago |
| 4 | A skill your agent uses when navigating Paddle eager-mode (dynamic graph) source code, tracing forward/backward execution, debugging autograd issues, understanding PyLayer, or investigating… | PaddlePaddle/ | 24k | — | ~562 | Automated safety check: Pass | Apache-2.0 | 8 days ago |
| 5 | A skill your agent uses when working with Paddle's PHI kernel system: registering new kernels, debugging kernel selection/dispatch, understanding code auto-generation from YAML, or implementing… | PaddlePaddle/ | 24k | — | ~656 | Automated safety check: Pass | Apache-2.0 | 8 days ago |
| 6 | 在 Paddle 代码库中定位问题并输出高质量调试报告的专用技能。当遇到以下场景时优先使用：(1) Paddle 框架 bug 调试，(2) 算子实现问题排查，(3) 训练脚本异常诊断，(4) 分布式训练故障定位，(5) CUDA/GPU 相关错误处理，(6) 需要生成结构化调试报告。 | PaddlePaddle/ | 24k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | 8 days ago |
| 7 | PaddlePaddle (飞桨) C++ 算子开发指南。提供从 YAML 配置、InferMeta 函数、Kernel 实现、Python API 封装、单元测试到编译验证的完整算子开发流程指导。在以下场景使用此 skill：(1) 为 Paddle 框架新增 C++ 算子 (2) 修改或调试已有 Paddle 算子 (3) 编写算子的 YAML… | PaddlePaddle/ | 24k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | 8 days ago |
| 8 | 自动创建或更新 GitHub Pull Request. An agent skill from PaddlePaddle/Paddle. | PaddlePaddle/ | 24k | — | ~665 | Automated safety check: Pass | Apache-2.0 | 8 days ago |
| 9 | 将原生 PyTorch 自定义算子库、Torch extension、生态库（TorchCodec/FlashInfer/DeepEP 等）以及 Kernel DSL 生态（Triton/TileLang/TVM FFI 等）以最小修改方式接入 PaddlePaddle。遇到以下场景务必使用：迁移外部算子库到 Paddle；分析 PFCCLab fork 与上游的兼容差异；处理… | PaddlePaddle/ | 24k | — | ~883 | Automated safety check: Pass | Apache-2.0 | 8 days ago |
| 10 | 10.AI Review 使用 PaddlePaddle 仓库规则评审 Pull Request 和全仓库代码变更，覆盖正确性、兼容性、算子、分布式、数值、性能、安全、测试、构建和 PR 信息。当需要审查 Paddle 的代码、测试、算子 YAML、C++/CUDA/XPU kernel、Python API、分布式逻辑或 CI 配置时使用。 | PaddlePaddle/ | 24k | — | ~303 | Automated safety check: Pass | Apache-2.0 | 8 days ago |
| 11 | 11.CI Analyzer 分析当前仓库 Pull Request 的失败 CI，基于完整日志和精确 PR diff 定位根因，区分代码问题、环境问题和不稳定问题。 | PaddlePaddle/ | 24k | — | ~346 | Automated safety check: Pass | Apache-2.0 | 8 days ago |
Questions, answered from the data.
What is the best skill in PaddlePaddle/Paddle?
Paddle Build from PaddlePaddle/Paddle ranks first of the 11 skills in PaddlePaddle/Paddle listed here, with the highest score: its repository has 24k GitHub stars, its SKILL.md loads about 1k tokens and it passes the automated safety check with no findings. Next come Paddle Design Compiler and Paddle Design Distributed.
Are the skills in PaddlePaddle/Paddle official?
None yet. All 11 skills in PaddlePaddle/Paddle listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from PaddlePaddle/Paddle?
Run npx skills add PaddlePaddle/Paddle in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.