# Mathews-Tom > Open-source publisher. Listings imported from github.com/Mathews-Tom — credited to the original author with their license. - **Listings:** 51 - **Total installs:** 0 - **Profile:** https://agentstack.voostack.com/s/mathews-tom - **Website:** https://github.com/Mathews-Tom ## Published listings - [Idea Validator](https://agentstack.voostack.com/l/skill-mathews-tom-armory-idea-validator) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-idea-validator` Orchestrates business idea validation via parallel sub-agents: Lean Canvas, JTBD, market/competitive/feasibility research, SWOT/PESTLE, and a weighted scorecard with verdict. Triggers on: "validate this idea", "evaluate my startup idea", "is this idea worth pursuing", "score this business idea", "validate my pitch". - [Humanize](https://agentstack.voostack.com/l/skill-mathews-tom-armory-humanize) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-humanize` Detects and removes AI-generated writing patterns while preserving meaning and facts. Triggers on: "humanize text", "make this sound human", "remove AI patterns", "rewrite to sound natural", "make this less AI", "de-slop this", "not sound like ChatGPT", "human pass". - [Dependency Audit](https://agentstack.voostack.com/l/skill-mathews-tom-armory-dependency-audit) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-dependency-audit` Audits direct and transitive dependencies for license compliance, maintenance health, CVEs, abandoned packages, and bloat. Triggers on: "audit dependencies", "license check", "dependency health", "abandoned packages", "unused dependencies", "license compliance", "supply chain", "dependency risk". - [Archex](https://agentstack.voostack.com/l/mcp-mathews-tom-archex) — MCP server · Free · security-reviewed — `agentstack add mcp-mathews-tom-archex` Verified code context for agents - [Notebooklm](https://agentstack.voostack.com/l/skill-mathews-tom-armory-notebooklm) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-notebooklm` Full NotebookLM API via notebooklm-py CLI: create notebooks, add sources, generate podcasts, videos, infographics, slides, quizzes, flashcards, mind maps. Triggers on: "notebooklm", "create a podcast", "audio overview", "generate flashcards", "generate infographic", "/notebooklm". - [Filesystem](https://agentstack.voostack.com/l/skill-mathews-tom-armory-filesystem) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-filesystem` File and directory operations via Claude Code built-in tools, replacing the Filesystem MCP server. Triggers on: "read this file", "write to file", "edit file", "find files matching", "search for text in files", "list directory", "show directory tree", "rename file". - [Github](https://agentstack.voostack.com/l/skill-mathews-tom-armory-github) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-github` GitHub CLI operations via `gh` for issues, PRs, Actions, releases, and REST/GraphQL API with `--json`/`--jq` parsing. Triggers on: "create an issue", "submit a PR", "check CI status", "why did CI fail", "merge a PR", or pasted GitHub URLs. - [Feasibility Assessor](https://agentstack.voostack.com/l/skill-mathews-tom-armory-feasibility-assessor) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-feasibility-assessor` Evaluates whether a business idea is technically buildable and financially viable. Covers unit economics (CAC, LTV), revenue modeling, break-even, and go/no-go verdicts. Triggers on: "feasibility assessment", "viability analysis", "unit economics", "build vs buy", "go/no-go decision", "ROI projection". - [Competitive Analyzer](https://agentstack.voostack.com/l/skill-mathews-tom-armory-competitive-analyzer) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-competitive-analyzer` Competitive landscape analysis: Porter''s Five Forces, competitor discovery, feature/pricing matrices, positioning maps, moat assessment via WebSearch. Triggers on: "competitive analysis", "competitor comparison", "competitive landscape", "Porter''s Five Forces", "market positioning", "moat assessment", "defensibility analysis". - [Arxiv Preflight](https://agentstack.voostack.com/l/skill-mathews-tom-armory-arxiv-preflight) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-arxiv-preflight` Pre-submission validation audit for arXiv papers across TeX source, PDF, figures, metadata, bibliography, file organization, and common-error scans. Produces pass/fail report with specific fixes per arXiv requirement. Triggers on: "check my arXiv submission", "validate for arXiv", "arXiv preflight", "ready for arXiv", "arxiv check", "arxiv submission readiness". Companion to manuscript-review (pr… - [Concept To Video](https://agentstack.voostack.com/l/skill-mathews-tom-armory-concept-to-video) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-concept-to-video` Turn concepts into animated explainer videos using Manim (Python) with MP4/GIF output, audio overlay, multi-scene composition. Triggers on: "create a video", "animate this", "make an explainer", "manim animation", "motion graphic". NOT for React video, use remotion-video. - [Figure Rhetoric](https://agentstack.voostack.com/l/skill-mathews-tom-armory-figure-rhetoric) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-figure-rhetoric` Evaluate whether figures and plots in a manuscript effectively communicate the claims they support. Audits chart-type fit, axis design, visual hierarchy, data density, caption interpretation, perceptual accuracy, and narrative arc across 8 dimensions. Triggers on: "do my figures work", "check my plots", "are my graphs clear", "figure audit", "do my figures support my claims", "visualization revie… - [Gpu Optimizer](https://agentstack.voostack.com/l/skill-mathews-tom-armory-gpu-optimizer) — Skill · Free — `agentstack add skill-mathews-tom-armory-gpu-optimizer` GPU optimization for consumer NVIDIA GPUs (8-24GB VRAM) covering mixed precision, gradient checkpointing, XGBoost GPU, CuPy/cuDF migration, and torch.compile. Triggers on: "optimize GPU training", "speed up CUDA", "reduce OOM", "migrate NumPy to CuPy", "manage GPU memory", "benchmark PyTorch". - [Devils Advocate](https://agentstack.voostack.com/l/skill-mathews-tom-armory-devils-advocate) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-devils-advocate` Challenges AI-generated plans, code, and designs via pre-mortem, inversion, and Socratic questioning to surface blind spots and failure modes. Triggers on: "challenge this", "devils advocate", "stress test this plan", "poke holes in this", "what am I missing". - [Linkedin Post Style](https://agentstack.voostack.com/l/skill-mathews-tom-armory-linkedin-post-style) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-linkedin-post-style` Writes LinkedIn posts in a direct, analytical, dry-humored technical voice with visual companion guidance. Triggers on: "write this in my style", "draft a post", "rewrite this for LinkedIn", "post about this", "how should I phrase this". - [Changelog Composer](https://agentstack.voostack.com/l/skill-mathews-tom-armory-changelog-composer) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-changelog-composer` Generates structured changelogs and release notes from git history and PRs, classifying breaking changes, features, fixes, performance, docs. Triggers on: "generate changelog", "write release notes", "what changed since", "prepare release", "release notes for", "diff since tag". - [Api Docs Generator](https://agentstack.voostack.com/l/skill-mathews-tom-armory-api-docs-generator) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-api-docs-generator` Audits and enhances FastAPI and REST API documentation: missing descriptions, response codes, examples, docstrings, Pydantic models, OpenAPI spec. Triggers on: "generate API docs", "document this API", "OpenAPI for", "FastAPI docs", "document endpoints", "swagger docs". - [Manuscript Review](https://agentstack.voostack.com/l/skill-mathews-tom-armory-manuscript-review) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-manuscript-review` Pre-publication manuscript audit producing a section-level refactoring report with citation hygiene and submission-readiness checks. Triggers on: "review my paper", "check before submission", "is this ready to submit", "pre-pub checklist", "refactor my paper", "check my references", "does the abstract work". - [Mcp To Skill](https://agentstack.voostack.com/l/skill-mathews-tom-armory-mcp-to-skill) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-mcp-to-skill` Converts MCP servers into on-demand skills to cut context window usage, classifying each tool by replacement strategy and generating the skill package. Triggers on: "convert MCP", "MCP to skill", "reduce context size", "too many tools", "tool token bloat", "MCP migration". - [Agent Builder](https://agentstack.voostack.com/l/skill-mathews-tom-armory-agent-builder) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-agent-builder` Build AI agents and automate Claude Code programmatically via the Claude Agent SDK and headless CLI mode. Covers Python SDK, claude -p, SDK MCP servers, hooks, sessions. Triggers on: "build an agent", "agent SDK", "headless mode", "automate Claude", "programmatic agent". - [Code Refiner](https://agentstack.voostack.com/l/skill-mathews-tom-armory-code-refiner) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-code-refiner` Deep code simplification and refactoring preserving behavior across Python, Go, TypeScript, Rust. Targets complexity, anti-patterns, readability debt. Triggers on: "simplify this code", "refactor for clarity", "reduce complexity", "make this more readable", "tech debt cleanup", "too much nesting". - [Migration Risk Analyzer](https://agentstack.voostack.com/l/skill-mathews-tom-armory-migration-risk-analyzer) — Skill · Free — `agentstack add skill-mathews-tom-armory-migration-risk-analyzer` Analyzes database migration scripts for lock contention, downtime, rollback strategy, and deployment risk. Triggers on: "analyze this migration", "migration risk", "is this migration safe", "schema change risk", "DDL risk", "rollback strategy", "migration review". - [Manuscript Provenance](https://agentstack.voostack.com/l/skill-mathews-tom-armory-manuscript-provenance) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-manuscript-provenance` Computational provenance audit verifying every number, table, and figure in a manuscript derives from code, not manual entry. Triggers on: "check provenance", "verify reproducibility", "audit my pipeline", "are my numbers from code", "provenance audit". Companion to manuscript-review (prose audit). - [Architecture Reviewer](https://agentstack.voostack.com/l/skill-mathews-tom-armory-architecture-reviewer) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-architecture-reviewer` Architecture reviews across 7 dimensions (structural, scalability, enterprise readiness, performance, security, ops, data) with scored reports. Triggers on: "review architecture", "critique design", "audit system", "assess scalability", "enterprise readiness", "technical due diligence". NOT for diagrams, use architecture-diagram. - [Manuscript Typography](https://agentstack.voostack.com/l/skill-mathews-tom-armory-manuscript-typography) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-manuscript-typography` Audit academic manuscripts for typographic design conventions: booktabs table style, caption placement, dashes/quotes, units and numbers, cross-reference style, page layout, typographic hierarchy, professional polish. Triggers on: "check typography", "fix formatting", "polish my paper", "check my LaTeX", "typographic review", "make it look professional", "check tables", "fix captions". Companion… - [Engineering Retro](https://agentstack.voostack.com/l/skill-mathews-tom-armory-engineering-retro) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-engineering-retro` Git-based engineering retrospective analyzing commits, PRs, and velocity over configurable windows with monorepo path scoping. Triggers on: "retrospective", "sprint retro", "weekly review", "what did we ship", "engineering retro", "dev summary", "commit analysis". - [Estimate Calibrator](https://agentstack.voostack.com/l/skill-mathews-tom-armory-estimate-calibrator) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-estimate-calibrator` Produces calibrated three-point PERT estimates (best/likely/worst) with confidence intervals, unknowns, and assumptions. Triggers on: "estimate this", "how long will this take", "effort estimate", "confidence interval", "story points", "t-shirt sizing". NOT for task decomposition, use task-decomposer. - [Arxiv Package](https://agentstack.voostack.com/l/skill-mathews-tom-armory-arxiv-package) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-arxiv-package` Package a TeX/LaTeX project into a clean tarball or zip for arXiv upload: file selection, build-artifact exclusion, 00README.XXX generation, ancillary file organization, archive validation. Triggers on: "package for arXiv", "create arXiv tarball", "bundle submission", "zip for arXiv", "prepare arXiv upload", "arXiv submission archive". Companion to arxiv-preflight and arxiv-figures. - [Codebase Advisor](https://agentstack.voostack.com/l/skill-mathews-tom-armory-codebase-advisor) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-codebase-advisor` Senior codebase advisor that audits a repository, vets findings, and writes self-contained implementation plans for other agents to execute. Triggers on: "write improvement plans", "create an implementation backlog", "audit and plan fixes", "turn findings into plans", "agent-executable plans", "reconcile plans", "execute this plan", "what should we improve next". Use when the desired output is a… - [Literature Review](https://agentstack.voostack.com/l/skill-mathews-tom-armory-literature-review) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-literature-review` Systematic literature review workflow: scope, search (arXiv, Semantic Scholar, Google Scholar), screen, extract, synthesize, and identify gaps. Triggers on: "literature review", "survey the literature", "related work", "systematic review", "synthesize the research", "find papers about", "research gap analysis". - [Concept To Image](https://agentstack.voostack.com/l/skill-mathews-tom-armory-concept-to-image) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-concept-to-image` Turn concepts into static HTML visuals exported as PNG or SVG files via HTML/CSS/SVG. Triggers on: "create an image of", "export as PNG", "save as SVG", "concept to image", "screenshot this HTML". NOT for interactive HTML, use static-web-artifacts-builder. - [Debug Investigator](https://agentstack.voostack.com/l/skill-mathews-tom-armory-debug-investigator) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-debug-investigator` Hypothesis-driven debugging with ranked hypotheses, git bisect strategy, instrumentation planning, and minimal reproduction design. Triggers on: "debug this systematically", "root cause analysis", "bisect this bug", "rank hypotheses", "isolate this issue", "minimal reproduction". NOT for general reasoning. - [Adr Writer](https://agentstack.voostack.com/l/skill-mathews-tom-armory-adr-writer) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-adr-writer` Generates Architecture Decision Records capturing context, rationale, alternatives, and consequences in numbered status-tracked format. Triggers on: "write an ADR", "document this decision", "architecture decision record", "decision record", "design decision", "ADR for". - [Md To Pdf](https://agentstack.voostack.com/l/skill-mathews-tom-armory-md-to-pdf) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-md-to-pdf` Convert Markdown to styled PDFs with Mermaid diagrams, LaTeX/KaTeX math, tables, and code highlighting. Triggers on: "convert markdown to pdf", "make a pdf from this md", "export markdown as pdf", "pdf from markdown with equations". - [Benchmark Runner](https://agentstack.voostack.com/l/skill-mathews-tom-armory-benchmark-runner) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-benchmark-runner` Designs structured benchmarks comparing algorithms, models, or implementations with metrics, test cases, hardware context, and reproduction steps. Triggers on: "benchmark", "compare performance", "which is faster", "latency comparison", "run benchmark", "throughput test", "speed test". - [Immune](https://agentstack.voostack.com/l/skill-mathews-tom-armory-immune) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-immune` Hybrid adaptive memory: Cheatsheet (positive patterns pre-generation) and Immune (negative patterns post-generation) with Hot/Cold tiered auto-learning. Triggers on: "scan for errors", "immune scan", "check output quality", "antibody scan". NOT for PR review (use pr-review) or repo audits (use repo-sentinel). - [Citation Audit](https://agentstack.voostack.com/l/skill-mathews-tom-armory-citation-audit) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-citation-audit` Verify that every citation in a manuscript is real, correctly attributed, and accurately described. Detects ghost papers, wrong arXiv IDs, inverted claims, and dead links by fetching each cited work. Optional fix mode applies bib metadata corrections and surfaces prose rewrites for claim errors. Triggers on: "check my citations", "verify references", "citation audit", "are my references real", "c… - [Env Validator](https://agentstack.voostack.com/l/skill-mathews-tom-armory-env-validator) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-env-validator` Validates .env files against code references and manifests for missing vars, type mismatches, insecure defaults, and unused entries. Triggers on: "validate env file", "check environment variables", "missing env vars", "check .env", "dotenv validation". NOT for secret scanning, use repo-sentinel. - [Paper To Skill](https://agentstack.voostack.com/l/skill-mathews-tom-armory-paper-to-skill) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-paper-to-skill` Converts research papers into executable skill packages via document conversion, critical analysis, and co-evolutionary refinement. Triggers on: "convert this paper to a skill", "paper-to-skill", "extract methodology from paper", "make a skill from this paper". NOT for literature review, use research-critique. - [Marp Slides](https://agentstack.voostack.com/l/skill-mathews-tom-armory-marp-slides) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-marp-slides` Author MARP markdown slide decks exportable to PDF, PPTX, and HTML via marp-cli. Covers Marpit directives, custom CSS themes, SVG chart recipes, and dashboard components. Triggers on: "marp", "marp deck", "markdown slides", "slides from markdown", "marp-cli", "pdf from markdown", "pptx from markdown". - [Market Analyzer](https://agentstack.voostack.com/l/skill-mathews-tom-armory-market-analyzer) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-market-analyzer` Structured market analysis with TAM/SAM/SOM sizing, trends, and competitive landscape via WebSearch, producing investor-grade cited reports. Triggers on: "market size", "TAM SAM SOM", "market opportunity", "industry analysis", "how big is the market", "market trends". NOT for financial modeling or pricing. - [Chart Clarity](https://agentstack.voostack.com/l/skill-mathews-tom-armory-chart-clarity) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-chart-clarity` Create, review, and restyle data visualizations using Edward Tufte principles: high data-ink ratio, direct labels, range-frame axes, small multiples, accessible color, responsive charts, and honest comparisons. Triggers on: "create a chart", "style this chart", "review this graph", "Tufte chart", "data visualization", "Recharts", "Plotly", "matplotlib", "Chart.js", "ECharts", "D3". Use when gener… - [Lightpanda Browser](https://agentstack.voostack.com/l/skill-mathews-tom-armory-lightpanda-browser) — Skill · Free — `agentstack add skill-mathews-tom-armory-lightpanda-browser` Lightweight headless browser automation via Lightpanda and agent-browser CLI: 9x lower memory, 11x faster than Chromium, for scraping and DOM interaction without rendering. Triggers on: "lightpanda", "lightweight browser", "fast headless browser", "headless scraping", "low memory browser", "browser without rendering". - [Html Presentation](https://agentstack.voostack.com/l/skill-mathews-tom-armory-html-presentation) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-html-presentation` Converts documents, outlines, or notes into self-contained HTML slide decks with horizontal (Reveal.js) or vertical scroll navigation and multiple themes. Triggers on: "create a presentation", "slide deck", "pitch deck", "HTML presentation", "web-based slides", "reveal.js deck", "convert document into slides". - [Handoff](https://agentstack.voostack.com/l/skill-mathews-tom-armory-handoff) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-handoff` Produces and refreshes `.docs/handoff.md`, a 200-line session-continuity runbook for coding agents. Captures git state, working-tree changes, last validation commands, session decisions, blockers, resume checklist, references, and greenfield scaffolds. Triggers on: "update handoff", "session handoff", "refresh handoff", "/handoff", "/handoff init", "resume checklist", "cold-start primer". Use thi… - [Figure Table Quality](https://agentstack.voostack.com/l/skill-mathews-tom-armory-figure-table-quality) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-figure-table-quality` Readability and rendering audit for figures and tables in academic manuscripts. Computes effective font/marker sizes at display scale from generation scripts, checks label collisions, color/hatch accessibility, axis-range efficiency, table formatting, and cross-figure consistency. Triggers on: "check figure quality", "audit plots", "readability check", "figure rendering", "are my figures readable… - [Arxiv Figures](https://agentstack.voostack.com/l/skill-mathews-tom-armory-arxiv-figures) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-arxiv-figures` Optimize and prepare figures for arXiv submission: format conversion (EPS/PDF/PNG/JPG), size reduction, metadata stripping, processor compatibility (DVI vs PDFLaTeX). Triggers on: "optimize figures for arXiv", "reduce figure size", "convert figures for arXiv", "fix arXiv figures", "figure too large", "arxiv image compression". Companion to arxiv-preflight and arxiv-package. - [Package Evaluator](https://agentstack.voostack.com/l/skill-mathews-tom-armory-package-evaluator) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-package-evaluator` Evaluates Claude Code package quality across 6 dimensions for all 7 package types, producing scored audit reports. Triggers on: "evaluate package", "audit agent quality", "score this hook", "package audit", "skill quality check". NOT for LLM prompts, use prompt-lab. - [Doc Condenser](https://agentstack.voostack.com/l/skill-mathews-tom-armory-doc-condenser) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-doc-condenser` A Claude skill from Mathews-Tom/armory. - [Architecture Diagram](https://agentstack.voostack.com/l/skill-mathews-tom-armory-architecture-diagram) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-architecture-diagram` Generate layered architecture diagrams as self-contained HTML with inline SVG icons, CSS Grid containers, and connection overlays. Triggers on: "architecture diagram", "infra diagram", "system diagram", "deployment diagram", "topology", "draw architecture". NOT for architecture reviews, use architecture-reviewer. - [Opus 4 7 Migration](https://agentstack.voostack.com/l/skill-mathews-tom-armory-opus-4-7-migration) — Skill · Free · security-reviewed — `agentstack add skill-mathews-tom-armory-opus-4-7-migration` Scan a repository for Opus-4.6-era patterns that break or degrade on Opus 4.7 — fixed-budget Extended Thinking parameters, retired model ID aliases, and prompts that assumed verbose default output or eager sub-agent delegation. Produces a categorized report with file:line references and migration actions. Triggers on: "opus 4.7 migration", "migrate to opus 4.7", "audit for opus 4.7", "opus 4.6 to… --- Seller on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Install any with `agentstack add `.