Data & Analytics

Designs A/B testing plans for email campaigns with hypothesis, test variables, sample sizes, and success metrics. Use when you need data-driven email optimization.

Query DARPA programs, opportunities, and BAAs. Searches RSS feeds and Grants.gov API for defense research funding opportunities across all DARPA technical offices.

Claude Code maintenance, diagnostics, and usage analytics. Check inotify limits, clean caches, diagnose startup failures, manage skills directories, and track token usage, costs, and rate limit patterns across projects.

CUSUM and Page-Hinkley statistical drift detection on sensor data streams

Skill wrapper for the Embry Dashboard (Tauri app). Launch, navigate tabs, and screenshot the dashboard for design review.

Model integrity monitor. Detects LLM quality degradation via active probes (NIAH, SKILL.md extraction) and passive signals (hook denials, transcript corrections, duplicate reads). CUSUM drift detection on quality time series. D3 dashboard for visualization.

Train task-specific regression models from tabular data. Supports linear, ridge, lasso, gradient boosting, random forest, and XGBoost. Auto-selects best model via cross-validation. JSONL/CSV input, joblib output.

Create images using AI generation (FLUX.1-schnell, Ollama), Mermaid diagrams, or placeholders. Supports multiple backends with automatic fallback.

Create publication-quality figures, charts, and diagrams. Multi-backend: Graphviz, Mermaid, NetworkX/D3, matplotlib, plotly, seaborn. 50+ visualization types for any domain.

Report on the continuous PDF extraction learning system. Shows corpus statistics, S00/S04 section estimation quality, failure patterns, pipeline bottlenecks, and trends over time. Reads manifest.jsonl and pattern_registry.json from the 12TB extractor corpus.

Flexible data science analytics for any dataset. Auto-discovers schema, recommends charts, exports to create-figure. Works with JSONL, JSON, CSV from any source.

Generates dashboards, KPIs, and data-driven insights for decision-making

Analyzes product metrics, user behavior, and predictive modeling using A/B testing and ML analytics

脱敏处理：对文件进行敏感信息识别、分类和脱敏处理，支持多种脱敏策略、输出格式和脱敏后代词反向还原

公司诉讼案件指导专家：面向中国公司、股权、合同、合伙、劳动等纠纷的诉讼准备 Skill，提供案由识别、请求权基础分析、构成要件事实拆解、证据清单与诉讼路径建议。

Legal Visualization。面向法律业务场景的法律图解与图表生成技能；当用户要求把案件材料、合同材料、合规事项、交易安排、证据链、诉讼流程、时间轴、法律关系、客户汇报、法律服务方案或律师团队工作整理成关系图、流程图、时间轴、证据链、风险图、路线图、PNG/SVG/PDF/.drawio 时使用；也兼容“法律可视化”“案件事实图”“法律关系图”等说法。先按受众、任务动词和路由规则筛选场景，再生成可交付图片，并保留 draw.io 源文件作为可编辑底稿。本技能不用于事实核验，也不替代法律结论判断。

Extract characteristics from a collateral tape and prepare a stratification and compliance report by testing each loan against applicable eligibility criteria, verifying categorical pool representations against the data, and identifying loans that fail multiple criteria simultaneously as a distinct category.

Produces a comprehensive issue memorandum for a draft CFIUS mandatory declaration that identifies subsidiary omissions, technology-class specificity gaps, foreign government substantial interest threshold errors, control definition misapplications, personal identification deficiencies, and FOCI mitigation instrument inadequacies.

Building a compliance tracker and summary memo from a contract portfolio audit, requiring deadline urgency flagging, auto-renewal risk identification, and prioritized recommendations.

H-1B request-for-evidence issue-identification memorandum. The analysis should go beyond the stated agency concerns to review the petition record for independent factual inaccuracies, internal inconsistencies, and sequence problems in the petitioner’s own submissions, and should assess how any such issues may affect the response strategy and the underlying petition record.

Drafting an initial or amended certificate of incorporation requires analyzing authorized-share sufficiency across all reservation categories, checking the governing corporate statute for anti-dilution and redemption mechanics, and updating exculpation provisions to reflect current standards for both directors and officers.

Drafting a GDPR-compliant data processing agreement for a cross-border health data analytics engagement fails when the agent does not reconcile conflicts among the controller’s data governance materials, the processor’s standard template, and the transfer-impact analysis before drafting, and does not apply the more protective standard where instructed.

Guides completion of a contract review checklist and risk assessment memo for a proposed acquisition, using the governing transaction documents and the actual contracts to identify scope, change-of-control and assignment issues, and discrepancies against any summary materials.

Guides construction of a structured M&A deal points library from a set of executed agreements, capturing key economic, indemnification, covenant, and closing-term provisions for benchmarking and precedent research.