hongmaple0820

hongmaple0820/agent-academy

Skill Claude CodeCodex

Local speech-to-text with the Whisper CLI (no API key).

hongmaple0820/agent-academy

Skill Claude CodeCodex

Deep learning framework (PyTorch Lightning). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, implement data pipelines, callbacks, logging (W&B, TensorBoard), distributed training (DDP, FSDP, DeepSpeed), for scalable neural network training.

hongmaple0820/agent-academy

Skill Claude CodeCodex

Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised learning (clustering, dimensionality reduction), model evaluation, hyperparameter tuning, preprocessing, or building ML pipelines. Provides comprehensive reference documentation for…

hongmaple0820/agent-academy

Skill Claude CodeCodex

Statistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed models, ARIMA) with detailed diagnostics, residuals, and inference. Best for econometrics, time series, rigorous inference with coefficient tables. For guided statistical test selection with APA reporting use…

hongmaple0820/agent-academy

Skill Claude CodeCodex

Use when executing implementation plans with independent tasks in the current session.

hongmaple0820/agent-academy

Skill Claude CodeCodex

A skill for working with Baidu Image Crawler, a project for collecting images from Baidu Images, a Chinese image-search service.

hongmaple0820/agent-academy

Skill Claude CodeCodex

A daily review skill for systematically looking back at the day’s work and recording the results.

hongmaple0820/agent-academy

Skill Claude CodeCodex

Skill "csv-analyzer" from hongmaple0820/agent-academy, covering csv data analyzer, 激活场景, 功能, 分析步骤 and 1. 数据概览.

hongmaple0820/agent-academy

Skill Claude CodeCodex

Creating interactive data visualisations using d3.js. This skill should be used when creating custom charts, graphs, network diagrams, geographic visualisations, or any complex SVG-based data visualisation that requires fine-grained control over visual elements, transitions, or interactions. Use this for bespoke…

hongmaple0820/agent-academy

Skill Claude CodeCodex

Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research, due diligence. Takes 2-10 minutes but produces detailed, cited reports. Costs $2-5 per task.

hongmaple0820/agent-academy

Skill Claude CodeCodex

Implements search and filter interfaces for both frontend (React/TypeScript) and backend (Python) with debouncing, query management, and database integration. Use when adding search functionality, building filter UIs, implementing faceted search, or optimizing search performance.

hongmaple0820/agent-academy

Skill Claude CodeCodex

Low-level plotting library for full customization. Use when you need fine-grained control over every plot element, creating novel plot types, or integrating with specific scientific workflows. Export to PNG/PDF/SVG for publication. For quick statistical plots use seaborn; for interactive plots use plotly; for…

hongmaple0820/agent-academy

Skill Claude CodeCodex

Execute read-only SQL queries against multiple PostgreSQL databases. Use when: (1) querying PostgreSQL databases, (2) exploring database schemas/tables, (3) running SELECT queries for data analysis, (4) checking database contents. Supports multiple database connections with descriptions for intelligent auto-selection.…

hongmaple0820/agent-academy

Skill Claude CodeCodex

Guided statistical analysis with test selection and reporting. Use when you need help choosing appropriate tests for your data, assumption checking, power analysis, and APA-formatted results. Best for academic research reporting, test selection guidance. For implementing specific models programmatically use…

hongmaple0820/agent-academy

Skill Claude CodeCodex

Builds dashboards, reports, and data-driven interfaces requiring charts, graphs, or visual analytics. Provides systematic framework for selecting appropriate visualizations based on data characteristics and analytical purpose. Includes 24+ visualization types organized by purpose (trends, comparisons, distributions…

hongmaple0820/agent-academy

Skill Claude CodeCodex

Builds form components and data collection interfaces including contact forms, registration flows, checkout processes, surveys, and settings pages. Includes 50+ input types, validation strategies, accessibility patterns (WCAG 2.1), multi-step wizards, and UX best practices. Provides decision trees from data type to…

hongmaple0820/agent-academy

Plugin Claude Code

Comprehensive smart contract security toolkit based on Trail of Bits' Building Secure Contracts framework. Includes vulnerability scanners for 6 blockchains and 5 development guideline assistants.

hongmaple0820/agent-academy

Skill Claude CodeCodex

Scans Algorand smart contracts for 11 common vulnerabilities including rekeying attacks, unchecked transaction fees, missing field validations, and access control issues. Use when auditing Algorand projects (TEAL/PyTeal).

hongmaple0820/agent-academy

Skill Claude CodeCodex

Prepares codebases for security review using Trail of Bits' checklist. Helps set review goals, runs static analysis tools, increases test coverage, removes dead code, ensures accessibility, and generates documentation (flowcharts, user stories, inline comments).

hongmaple0820/agent-academy

Skill Claude CodeCodex

Scans Cairo/StarkNet smart contracts for 6 critical vulnerabilities including felt252 arithmetic overflow, L1-L2 messaging issues, address conversion problems, and signature replay. Use when auditing StarkNet projects.

hongmaple0820/agent-academy

Skill Claude CodeCodex

Systematic code maturity assessment using Trail of Bits' 9-category framework. Analyzes codebase for arithmetic safety, auditing practices, access controls, complexity, decentralization, documentation, MEV risks, low-level code, and testing. Produces professional scorecard with evidence-based ratings and actionable…

hongmaple0820/agent-academy

Skill Claude CodeCodex

Scans Cosmos SDK blockchains for 9 consensus-critical vulnerabilities including non-determinism, incorrect signers, ABCI panics, and rounding errors. Use when auditing Cosmos chains or CosmWasm contracts.

hongmaple0820/agent-academy

Skill Claude CodeCodex

Smart contract development advisor based on Trail of Bits' best practices. Analyzes codebase to generate documentation/specifications, review architecture, check upgradeability patterns, assess implementation quality, identify pitfalls, review dependencies, and evaluate testing. Provides actionable recommendations.

hongmaple0820/agent-academy

Skill Claude CodeCodex

Guides through Trail of Bits' 5-step secure development workflow. Runs Slither scans, checks special features (upgradeability/ERC conformance/token integration), generates visual security diagrams, helps document security properties for fuzzing/verification, and reviews manual security areas.