utility
Ax Rubric
Score agent-facing tool descriptions against the AX Description Rubric. Takes a tool description, scores it 0-5 on agent discoverability,...
Ax Interview
Run a structured AX Interview on an agent-tool interaction session. Analyzes traces for Gricean maxim violations, detects implicature fro...
Article Draft
Draft technical articles with narrative structure, visual injection, and prose quality enforcement. Combines SPIN storytelling, engagemen...
Curriculum Planner
Interactive elicitation protocol for designing tutorial series. Triggers on "plan a tutorial", "design a curriculum", "I want to teach [t...
Chapter Generator
Generate a single tutorial chapter from a structured spec. Triggers on "generate chapter", "create the [chapter] tutorial", "write chapte...
Engagement Pass
Retrofit existing notebooks with interactive engagement elements — Plotly plots, video embeds, ipywidgets, animations, concept maps, and ...
Inline Svg Architecture Diagrams
Generate production-quality inline SVG architecture diagrams with theme-aware CSS variables, animated flow lines, glow effects, feedback ...
Issue
Draft well-structured GitHub issues with clear titles, structured descriptions, acceptance criteria, and appropriate labels. Use this ski...
Linwheel Content Engine
Orchestrate LinkedIn content creation through LinWheel's MCP server. Analyzes source material, generates multi-angle drafts, produces car...
Linwheel Source Optimizer
Optimize raw engineering output (buildlog entries, GH synthesis, daily notes, session logs) into high-quality ::linkedin Obsidian notes t...
Llms Txt Generator
Generate llms.txt and llms-full.txt files for any MkDocs documentation site, following the llms.txt standard. Creates a curated index of ...
Mkdocs Site Generator
Generate a complete MkDocs documentation site with GitHub Pages CI/CD for any TypeScript/Node.js codebase. Covers discovery, architecture...
Notebook Builder
Generate Jupyter notebooks (.ipynb) from detailed outlines using Python scripts that build notebook JSON. Triggers on "generate notebook"...
Outline Writer
Create detailed narrative outlines for notebook modules through riffing and structured discovery. Triggers on "outline module", "riff on ...
Runlet
Turn a braindump into tomorrow's runlist. Call at end of session or when the user says 'runlet' / 'braindump' / 'what should I do tomorro...
Sketches
Create hand-drawn-style visual sketches, wireframes, and diagrams using inline SVG. Produces rough, sketchy visuals with a whiteboard/nap...
Technical Tutorial
Draft technical tutorials that teach through code. Combines SPIN storytelling arc with DO→NOTICE→CODE→NAME pedagogy loop, prerequisite tr...
Travel Pulse
Travel risk intelligence via the Travel Advisory API. Computes a SafeGo Score (composite 0-100 from 6 data sources) for any of 195 countr...
Glassworm Bypass
Structured daily standup note generator. Creates formatted standup entries with yesterday's progress, today's plan, and blockers. Integra...