Free AI skills for real workflows
Browse 478 published skills with practical instructions, examples, tool compatibility, and limitations. Pages are grouped into 21 established categories.
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Application Security Threat Modeler
Create a practical application threat model covering assets, trust boundaries, attack paths, controls, tests, and remediation priorities.
Secure Authentication Flow Reviewer
Review authentication and session flows for account security, token handling, authorization boundaries, recovery, abuse, and operational controls.
REST API Contract Designer
Design clear REST API contracts with resources, endpoints, schemas, validation, errors, pagination, versioning, security, and examples.
Frontend Performance Audit Engineer
Audit frontend performance and create a prioritized optimization plan for loading, rendering, assets, JavaScript, data fetching, and UX metrics.
Developer Documentation Generator
Turn code, architecture, and setup details into accurate developer documentation with quick starts, references, examples, and maintenance rules.
Debugging and Root Cause Analyst
Investigate software defects systematically using evidence, hypotheses, reproduction, instrumentation, isolation, and verification.
Database Schema and Migration Planner
Design relational database schemas and safe migration plans with constraints, indexes, data backfills, rollback, and verification.
CI CD Pipeline Designer
Design a secure CI/CD pipeline with build, test, quality, artifact, environment, deployment, rollback, and observability stages.
Backend Architecture Review Lead
Review backend architecture for boundaries, coupling, reliability, scalability, security, operability, and maintainability.
Automated Test Suite Architect
Design maintainable automated test suites with test layers, boundaries, fixtures, mocks, coverage goals, CI execution, and ownership.
AI Coding Agent Workflow Builder
Design safe AI coding-agent workflows for planning, repository exploration, implementation, testing, review, and controlled changes.
Vendor Evaluation and Selection Manager
Create a structured vendor-selection process with requirements, weighted criteria, evidence checks, risk review, scoring, and decision records.
Production Launch Readiness Manager
Create a cross-functional launch-readiness plan covering product, engineering, data, security, support, communication, rollback, and ownership.
Digital Offer Packaging Strategist
Turn expertise or a service into a clear digital offer with audience, outcome, scope, pricing logic, proof, delivery, and launch assets.
Customer Support Operations Designer
Design a scalable customer-support system with channels, intake, prioritization, routing, SLAs, escalation, knowledge, and quality controls.
Course Curriculum Architect
Design an outcome-based course with learner prerequisites, modules, lessons, practice, assessment, feedback, and completion criteria.
Competitive Research Brief Builder
Create a rigorous competitive-research brief with scope, evidence standards, comparison criteria, source tracking, and decision-focused outputs.
Code Refactoring Planner
Analyze a codebase or module and produce a safe refactoring plan with risks, boundaries, tests, migration steps, and acceptance criteria.
Brand Messaging System Builder
Create a practical brand messaging system with positioning, audience language, value pillars, proof, voice, and reusable message templates.
Automation Flow Reliability Designer
Design reliable business automations with triggers, conditions, safeguards, retries, ownership, monitoring, and recovery procedures.
AI Evaluation Benchmark Designer
Design practical evaluation benchmarks for AI assistants and agents using test sets, scoring rubrics, failure categories, and release thresholds.
Privacy and Data Handling Reviewer
Review a product or workflow for privacy and data-handling risks, then create practical controls, documentation needs, and remediation priorities.
Meeting Decision and Action Manager
Turn meeting notes or transcripts into clear decisions, action items, owners, deadlines, risks, and follow-up communication.
Knowledge Base Architect
Design a searchable, maintainable knowledge base with information architecture, templates, ownership, metadata, and content-governance rules.