agentskit

Generates SOTA-backed agent harness components (system prompts, role contracts, SKILL.md files, AGENTS.md sections) from task descriptions. Use when creating any prompt, skill, or agent instruction. Applies structural engineering principles and tactical techniques selected by problem type, with inline citations from 28 primary sources.

Reviews and scores prompts, system prompts, SKILL.md files, and role contracts against SOTA quality criteria from 28 primary sources. Use when reviewing any prompt artifact for quality, or as an embedded self-check within other skills. Produces scored report with specific improvement suggestions and before/after examples.

Designs context engineering strategies for agent systems using the Write/Select/Compress/Isolate (WSCI) model. Use when building or optimizing multi-agent systems, long-horizon agents, or any system where context management affects quality. Produces strategy documents with token budgets, production considerations, and inline citations.