When to activate: A/B testing, split testing, experiment design, statistical significance, sample size, ICE framework, multivariate…
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200 agent skills — instructions the agent loads on demand. 200 of 200 are free. Median context cost 1.4k tokens.
When to activate: access control, RBAC, ABAC, least privilege, privileged access, access review, PAM, joiner mover leaver, MFA, IAM, zero…
When to activate: FastAPI advanced patterns, middleware, lifespan, OpenAPI customization, rate limiting, CORS, file uploads
When to activate: pytest plugins, conftest, custom markers, test architecture, fixtures design, pytest-xdist, coverage strategies
When to activate: design patterns in Python, dependency injection, factory pattern, observer, command, strategy
When to activate: AI agents, LLM agents, ReAct, LangChain agents, tool use, memory, multi-agent, CrewAI, AutoGen, agent orchestration
When to activate: analytics setup, GA4, Google Analytics, event tracking, conversion tracking, UTM strategy, attribution, dashboards, data…
When to activate: Ansible, playbook, inventory, role, handler, template, vault, task, module, idempotent
When to activate: API security, rate limiting, JWT auth, OAuth2, API keys, WAF, GraphQL security, BOLA, broken object level authorization
When to activate: AppSec, application security, secure SDLC, security champions, threat modeling sprint, security requirements, secure…
When to activate: async communication, written communication, remote work, async-first, Loom, Notion, timezone management, reducing meetings
When to activate: audit preparation, audit readiness, evidence collection, control documentation, auditor management, compliance audit…
The rest either hold an API key issued by the publisher or ask for nothing.
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