itallstartedwithaidea/agent-skills - Page 2

web-asset-generation

Web Asset Generation automates the creation of favicons, PWA icons, Open Graph images, social media meta tags, and Apple touch icons from a single source image or brand specification.

ai-chat-studio

AI Chat Studio provides a multi-LLM chat orchestration framework with 300+ assistant presets, intelligent model routing, and conversation management.

assistant-presets

Assistant Presets provides a framework for creating, testing, and deploying specialized AI assistant configurations for domain-specific tasks.

batch-processing

Batch Processing enables parallel AI task execution with progress tracking, error handling, rate limiting, and result aggregation.

knowledge-base-rag

Knowledge Base RAG implements the complete Retrieval-Augmented Generation pipeline: document ingestion, intelligent chunking, embedding generation, vector store indexing, semantic retrieval, and grounded response generation.

low-code-generation

Low-Code Generation uses AI to produce forms, tables, dashboards, and workflow UIs from natural language descriptions or schema definitions.

workflow-orchestration

Workflow Orchestration provides a visual AI flow-building framework with MCP plugin support, conditional branching, parallel execution, and error recovery.

bioinformatics

Bioinformatics provides computational biology workflows for sequence analysis, protein structure prediction, single-cell RNA-seq with Scanpy, gene regulatory network inference, and pathway enrichment analysis.

cheminformatics

Cheminformatics provides computational chemistry workflows using RDKit for molecular property prediction, virtual screening, ADMET analysis, molecular docking preparation, and chemical space exploration.

data-analysis

Data Analysis provides a structured framework for statistical analysis using pandas, numpy, and scipy, with visualization through matplotlib, seaborn, and plotly.

database-lookup

Database Lookup provides unified programmatic access to 78+ scientific and public databases spanning chemistry (PubChem, ChEMBL), biology (UniProt, COSMIC, Ensembl), clinical (ClinicalTrials.gov, FDA), economics (FRED, World Bank), and intellectual property…

geospatial-analysis

Geospatial Analysis provides workflows for satellite imagery processing, GIS operations with GeoPandas, spatial statistics, and Earth observation data analysis.

machine-learning

Machine Learning provides end-to-end ML pipeline construction with PyTorch and scikit-learn, covering model selection, training, evaluation, interpretability, hyperparameter tuning, and experiment tracking.

research-methodology

Research Methodology guides the agent through the complete scientific research lifecycle: hypothesis generation from literature gaps, experimental design with proper controls, systematic literature review, data collection protocols, and peer review…

scientific-writing

Scientific Writing guides the production of research papers, abstracts, grant proposals, and supplementary materials with proper citation management, LaTeX formatting, and journal-specific template compliance.

agent-security-scanning

Agent Security Scanning detects vulnerabilities in AI-generated code before it reaches production.

codeql-semgrep

CodeQL & Semgrep integrates production-grade static analysis into agent workflows for deep vulnerability detection, custom rule authoring, and automated code review enforcement.

sandbox-hardening

Sandbox Hardening isolates agent execution environments using container sandboxing, permission boundaries, resource limits, and network segmentation.

secret-protection

Secret Protection prevents credential leaks across the development lifecycle through `.env` scanning, pre-commit hooks, secret rotation policies, and runtime detection.

brainstorming

Brainstorming is a Socratic design refinement skill that activates before any code is written.

code-review

Code Review enforces a structured pre-merge quality gate with a checklist-driven evaluation, severity-classified findings, and mandatory resolution tracking.

executing-plans

Executing Plans takes a written plan and drives it through batch execution with human checkpoints, progress tracking, and rollback capability.

git-worktrees

Git Worktrees enables parallel development by maintaining multiple checked-out branches simultaneously in separate directories.

subagent-driven-development

Subagent-Driven Development dispatches each discrete task to a fresh subagent with a clean context window, then subjects the output to a two-stage review before merging.

systematic-debugging

Systematic Debugging replaces trial-and-error fixes with a disciplined four-phase root cause analysis process.

test-driven-development

Test-Driven Development enforces the RED-GREEN-REFACTOR discipline on every code change an agent produces.

writing-plans

Writing Plans decomposes any implementation task into a sequence of atomic steps, each completable in 2-5 minutes, with exact file paths, complete code blocks, and verification commands.

composition-patterns

Composition Patterns teaches agents to build flexible, maintainable React components using compound components, state lifting, internal composition, and the elimination of boolean prop proliferation.

edge-deployment

Edge Deployment automates the deployment of frontend applications to Vercel and Cloudflare with auto-detection of 40+ frameworks, intelligent build configuration, and environment-specific settings.

react-best-practices

React Best Practices codifies 40+ rules across 8 priority categories, from Critical (eliminating waterfalls, reducing bundle size) to Low-Medium (JavaScript micro-optimizations).

react-native-guidelines

React Native Guidelines codifies 16 rules across 7 sections—Performance, Layout, Animation, Images, State, Architecture, and Platform—that prevent the most common pitfalls in cross-platform mobile development.

view-transitions

View Transitions implements the React View Transition API for seamless animated transitions between UI states and routes.

web-design-guidelines

Web Design Guidelines encodes 100+ rules covering accessibility, focus states, forms, animation, typography, images, performance, navigation, dark mode, touch targets, and internationalization.