SkillPack reads your project.
Picks the best solutions. Installs them.

Complex multi-file refactors, framework migrations, architecture — any task where first-pass quality matters most

Python teams building production multi-agent systems — complex stateful workflows, model-agnostic, enterprise observability

Python teams that already use Pydantic and want type-safe agent logic — pairs with LangGraph for orchestration

Legacy — teams on AutoGen should plan migration to Microsoft Agent Framework

Simple, free OpenAPI spec rendering — the universal baseline

Cross-browser automation with token-efficient CLI companion — owns both sides of the CLI-over-MCP divide

Rapid prototyping of role-based multi-agent systems — teams that need A2A/MCP protocol support today

Free, open-source self-hosted crawling — Apache-2.0, no vendor dependency, full developer control

Exploratory analysis with reproducibility guarantees — the Jupyter replacement for agent-assisted data workflows

Lane 2 leader for Chrome debugging workflows — fastest star growth in category

Teams wanting fast iteration with minimal boilerplate — simpler agent chains where state persistence isn’t critical

GCP-native teams wanting fastest path from prototype to deployed agent

.NET/C# enterprise shops on Azure — teams needing multi-language agent SDKs

TypeScript developers needing background jobs with long-running compute or AI agent workflows

Developers wanting workflows-as-code — internal tooling, DevOps automation, script orchestration

Large OSS projects needing versioned docs and a massive plugin ecosystem — the safe default

Existing Python ecosystem docs — maintenance mode, migrate to Zensical when ready

Research/experimentation with code-as-actions paradigm — NOT for production

Content-first static docs with zero client-side JS — the DX leader for non-Next.js stacks

Best SDK for building browser automation into products — proven adoption, rich API