Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.
Runs before the agent uses a tool for Write, Edit, Bash, Agent, Task, SendMessage and TaskStop tool calls, running bash (3 commands). From modu-ai/moai-adk.
1.2k▲
+3 todayA
tokens not measured
copy · 81%Apache-2.0
Local Self-Evolution Loop (LSEL) curator — the CLUSTER + drain engine for the GOOS-local PROPOSE→APPLY seam closure (SPEC-LSEL-LOCAL-EVOLUTION-001). Companion-offset drain of .moai/lessons-inbox.jsonl with a drain-side severity filter that drops the 65% Bash-timeout/sandbox noise, eventkey clustering with a frequency…
Author editable SVG technical infographics — architecture, flow, comparison, hierarchy — by computing the layout numerically before writing markup, then rendering a 2x PNG via headless Chromium. Carries a CJK-first font stack, a deterministic source lint, and mermaid-vs-SVG selection rules.
Instructions for nvk/llm-wiki, covering llm-wiki development guide, testing, github auth and transport, structural tests (always run — no llm, instant) and behavioral evals (run when changing command logic).
Find, catalog, deduplicate, and optionally inventory bounded sets of artifacts, examples, resources, memes, tools, entities, media, or other collectible things.
Deep multi-agent research on a topic, question, or thesis. Launches parallel agents to search the web, ingests sources, and compiles them into active wiki articles. Thesis mode provides for/against evidence framing with a verdict.
LLM wiki knowledge base — understands natural language. Say what you want (use a personal specialist method, edit an external resource through a registered adapter, capture or shape an Idea, add a URL, collect a catalog, track inventory, ask a question, research, audit, or resume work) and it routes to the right…