MatrixFounder

Use when decomposing tasks into parallel sub-tasks or spawning sub-agents. Vendor-agnostic core; load a per-vendor reference for concrete tool names, directory conventions, and invocation syntax.

Use when performing Verification-Driven Development with adversarial approach. Actively challenge assumptions and find weak spots.

Use when performing VDD adversarial review with an opt-in sarcastic, provocative delivery style — a stylistic skin over vdd-adversarial mechanics (exhaustive reporting + objective bar).

Performance critic in adversarial style (optional sarcastic skin). Part of VDD Multi-Adversarial pipeline.

Use when performing OWASP security critique in adversarial style (optional sarcastic skin). Part of VDD Multi-Adversarial pipeline.

Use when performing security vulnerability assessment (OWASP, secrets, dependencies, IaC, LLM, API, MCP/agentic) or when "thinking like a hacker" to find exploits.

Centralized list of commands safe for auto-execution without user approval. Single source of truth.

Stage Cycle pattern and dispatch table for Orchestrator compression. Defines common Init→Review→Revision flow.

Use when the user asks to create, combine, split, preview, or extract content from PDF files. Triggers include "markdown to pdf", "mermaid in pdf", "merge PDFs", "split a PDF", "extract text from pdf", "fill AcroForm", "preview pdf as image", and similar PDF generation or manipulation tasks.

Use when summarizing meeting transcripts OR articles, papers, and threads into structured Markdown or wiki note-JSON. Model-agnostic meta-skill: auto-detects content type, selects a template, and produces a two-level pyramid (or opt-in structured note-JSON) optimized for people, AI agents, RAG, and Obsidian.

Use when converting a web page (URL) or a saved .html/.htm/.mhtml/.webarchive into clean Markdown — a web-clipper for Obsidian notes and a universal HTML→Markdown step for agent workflows. Triggers include "html to markdown", "url to markdown", "web page to obsidian", "webarchive to markdown", "mhtml to markdown", "scrape page to notes", "clip this article".

Use when the user asks to create, edit, convert, validate, preview, or password-protect Microsoft Word .docx documents. Triggers include "markdown to docx", "docx to markdown", "fill Word template", "accept tracked changes", "validate docx", "preview docx as image", "encrypt/decrypt docx", and related .docx round-trip or template-fill tasks.

Use to DRIVE the running Obsidian desktop app from the shell via its official CLI: link-safe rename/move, typed properties, task toggles, daily-note capture, template insertion, Base queries, file-history restore, open notes/panes. Triggers: "rename/move the note", "open in Obsidian", "daily note", "set a property", "query the base", "restore a version", "obsidian cli". NOT for knowledge lookup — for anything ABOUT vault content use wiki-ingest query mode first.

Use when the user asks to create, edit, convert, preview, clean, or password-protect Microsoft PowerPoint .pptx presentations. Triggers include "markdown to pptx", "pptx to markdown", "slides from outline", "mermaid in slides", "pptx to pdf", "slide thumbnails", "drop orphan slides", "OCR slide images", "encrypt/decrypt pptx", and related presentation or OOXML round-trip tasks.

Use when the user asks to create, transform, validate, chart, preview, or password-protect Microsoft Excel .xlsx workbooks. Triggers include "csv to xlsx", "recalculate this workbook", "scan formula errors", "add a chart to xlsx", "bar / line / pie chart over a range", "financial model in xlsx", "fix

Use when you want to automatically improve an artifact (a skill, prompt, command/workflow, or eval dataset) against a measurable metric — the orchestrator proposes one change at a time, scores it, and keeps it only if the metric improves, reverting otherwise. Vendor-agnostic (Anthropic / OpenAI / Gemini / local gateways).