机器翻译模型评估与BLEU计算
使用Hugging Face Transformers和sacrebleu库，对预训练的机器翻译模型进行评估。支持从制表符分隔的CSV文件读取源文本和参考翻译，计算BLEU分数，并提供Seq2SeqTrainer的compute_metrics函数实现。
518 repo starsObserved in 2 repos
Testing & Quality
Testing & Quality skills
Browse reusable Agent Skills, each with a clear purpose and practical guidance.
FastText模型评估函数定义
定义一个用于评估FastText监督学习模型的Python函数，处理`__label__`格式的测试数据，计算并返回accuracy、f1、recall、precision指标。
518 repo starsObserved in 1 repos
Testing & Quality
Python卡方检验泊松分布拟合
使用Python手动计算卡方统计量和临界值，检验观测频数数据是否符合指定均值的泊松分布，参考特定代码风格实现。
518 repo starsObserved in 1 repos
Testing & Quality
sdlc_technical_report_reviewer
Reviews specific chapters of a product accountability report against a provided SDLC structure, evaluating adherence, logical flow, and technical quality.
518 repo starsObserved in 1 repos
Testing & Quality
solidity_audit_and_vulnerability_validation
Performs comprehensive Solidity security audits (Markdown table) or validates specific proposed vulnerabilities. Adheres to strict table schemas, severity ratings, and evidence requirements.
518 repo starsObserved in 1 repos
Testing & Quality
train-lora
Validate Draw Things LoRA training end to end with draw-things-cli, including tiny-dataset training, loss and scaler checks, checkpoint sanity, and base-versus-LoRA generation comparison.
518 repo starsObserved in 1 repos
Testing & Quality
软件测试文档生成与总结
根据用户提供的测试用例列表生成测试结果描述，或将功能描述转化为包含特定字段的测试用例。支持将测试结果总结为单一段落。
518 repo starsObserved in 1 repos
Testing & Quality
镜像量子电路基准测试与Qiskit实现
提供镜像量子电路基准测试的步骤说明，并使用Python和Qiskit库编写代码实现电路构建、模拟运行及结果评估。
518 repo starsObserved in 1 repos
Testing & Quality
review-citations
Review citation integrity across data/citations.yml and @citation tags using bactopia-citations --validate. Detects orphan citation keys (defined in the yml but never referenced) and workflow @citation keys that don't resolve to a yml entry. Use this skill whenever the user asks to review citations, check citation integrity, audit citations.yml, find orphan citations, clean up unused citations, validate workflow @citation tags, or verify that every tool cited in a workflow has a matching entry in the citations file.
517 repo starsObserved in 1 repos
Testing & Quality
review-groovydoc
Review GroovyDoc accuracy across modules and subworkflows using bactopia-lint. Checks @output/@input field matching, @modules/@subworkflows lists, citation keys, tag ordering, and formatting. Use when asked to review GroovyDoc, check documentation accuracy, validate module/subworkflow docs, or audit GroovyDoc.
517 repo starsObserved in 1 repos
Testing & Quality