By Mathews-Tom

Architecture reviews across 7 dimensions (structural, scalability, enterprise readiness, performance, security, ops, data) with scored reports.

Mathews-Tom/armory

Turn concepts into static HTML visuals exported as PNG or SVG files via HTML/CSS/SVG.

Mathews-Tom/armory

A skill your agent uses when analyzing an existing video URL or local recording: "watch this video", "analyze youtube video", "summarize this video", "youtube transcript", "find this moment", "what…

Mathews-Tom/armory

Deep code simplification and refactoring preserving behavior across Python, Go, TypeScript, Rust.

Mathews-Tom/armory

Turn concepts into animated explainer videos using Manim (Python) with MP4/GIF output, audio overlay, multi-scene composition.

Mathews-Tom/armory

Maps the unresolved architecture, policy, and scope decisions that must be answered before planning can start: one durable decision ticket per question on the issue tracker, typed and blocker-linked…

Mathews-Tom/armory

Produces and refreshes .docs/handoff.md, a 200-line session-continuity runbook for coding agents.

Mathews-Tom/armory

Designs and builds knowledge graphs from documents — ontology modeling with domain/range constraints, entity/relation/event extraction, entity resolution, provenance and supersession, and GraphRAG…

Mathews-Tom/armory

Converts MCP servers into on-demand skills to cut context window usage, classifying each tool by replacement strategy and generating the skill package.

Mathews-Tom/armory

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…

Mathews-Tom/armory

Create motion graphics and videos using Remotion (React) with audio sync, web fonts, and TailwindCSS.

Mathews-Tom/armory

Generate architecture diagrams as fully editable SVG with native AWS, Azure, and GCP icons for cloud diagrams, or hand-drawn generic icons for everything else.

Mathews-Tom/armory

Hybrid adaptive memory: Cheatsheet (positive patterns pre-generation) and Immune (negative patterns post-generation) with Hot/Cold tiered auto-learning.

Mathews-Tom/armory

Convert Markdown to styled PDFs with Mermaid diagrams, LaTeX/KaTeX math, tables, and code highlighting.

Mathews-Tom/armory

Build self-contained static HTML artifacts opened in a browser: interactive diagrams, dashboards, infographics.

Mathews-Tom/armory

AI-optimized web search via Tavily API when no URL is provided.

Mathews-Tom/armory

Generates Architecture Decision Records capturing context, rationale, alternatives, and consequences in numbered status-tracked format.

Mathews-Tom/armory

Build AI agents and automate Claude Code programmatically via the Claude Agent SDK and headless CLI mode.

Mathews-Tom/armory

Audits and enhances FastAPI and REST API documentation: missing descriptions, response codes, examples, docstrings, Pydantic models, OpenAPI spec.

Mathews-Tom/armory

Pre-submission validation audit for arXiv papers across TeX source, PDF, figures, metadata, bibliography, file organization, and common-error scans.

Mathews-Tom/armory

Designs structured benchmarks comparing algorithms, models, or implementations with metrics, test cases, hardware context, and reproduction steps.

Mathews-Tom/armory

Generates structured changelogs and release notes from git history and PRs, classifying breaking changes, features, fixes, performance, docs.

Mathews-Tom/armory

Senior codebase advisor that audits a repository, vets findings, and writes self-contained implementation plans for other agents to execute.

Mathews-Tom/armory

Competitive landscape analysis: Porter's Five Forces, competitor discovery, feature/pricing matrices, positioning maps, moat assessment via WebSearch.

Mathews-Tom/armory

Hypothesis-driven debugging with ranked hypotheses, git bisect strategy, instrumentation planning, and minimal reproduction design.

Mathews-Tom/armory

Audits direct and transitive dependencies for license compliance, maintenance health, CVEs, abandoned packages, and bloat.

Mathews-Tom/armory

Challenges AI-generated plans, code, and designs via pre-mortem, inversion, and Socratic questioning to surface blind spots and failure modes.

Mathews-Tom/armory

Validates .env files against code references and manifests for missing vars, type mismatches, insecure defaults, and unused entries.

Mathews-Tom/armory

Produces calibrated three-point PERT estimates (best/likely/worst) with confidence intervals, unknowns, and assumptions.

Mathews-Tom/armory

GitHub CLI operations via gh for issues, PRs, Actions, releases, and REST/GraphQL API with --json/--jq parsing.

Mathews-Tom/armory

Converts documents, outlines, or notes into self-contained HTML slide decks with horizontal (Reveal.js) or vertical scroll navigation and multiple themes.

Mathews-Tom/armory

Orchestrates business idea validation via parallel sub-agents: Lean Canvas, JTBD, market/competitive/feasibility research, SWOT/PESTLE, and a weighted scorecard with verdict.

Mathews-Tom/armory

Writes LinkedIn posts in a direct, analytical, dry-humored technical voice with visual companion guidance.

Mathews-Tom/armory

Systematic literature review workflow: scope, search (arXiv, Semantic Scholar, Google Scholar), screen, extract, synthesize, and identify gaps.

Mathews-Tom/armory

Computational provenance audit verifying every number, table, and figure in a manuscript derives from code, not manual entry.

Mathews-Tom/armory

Structured market analysis with TAM/SAM/SOM sizing, trends, and competitive landscape via WebSearch, producing investor-grade cited reports.

Mathews-Tom/armory

Author MARP markdown slide decks exportable to PDF, PPTX, and HTML via marp-cli.

Mathews-Tom/armory

Analyzes database migration scripts for lock contention, downtime, rollback strategy, and deployment risk.

Mathews-Tom/armory

Evaluates Claude Code package quality across 6 dimensions for all 7 package types, producing scored audit reports.

Mathews-Tom/armory

Converts research papers into executable skill packages via document conversion, critical analysis, and co-evolutionary refinement.

Mathews-Tom/armory

Diff-based PR review across code quality, test coverage, silent failures, type design, and comment quality with severity-ranked findings.

Mathews-Tom/armory

Parallelizes two or more independent "own PR to green" loops for a single repository using isolated git worktrees and separate headless Claude Code sessions per PR — resolving merge conflicts…

Mathews-Tom/armory

Scaffolds per-repository agent context so coding agents share the same issue tracker rules, triage label vocabulary, domain glossary, ADR layout, and handoff conventions.

Mathews-Tom/armory

LLM prompt engineering: analyzes failure modes, generates variants (direct, few-shot, CoT), designs rubrics, produces test suites.

Mathews-Tom/armory

Evaluates RAG pipeline quality across retrieval (precision, recall, MRR) and generation (groundedness, hallucination rate).

Mathews-Tom/armory

Full security audit for public repositories across 12 attack surfaces: git history, secrets, CI/CD, containers, dependencies, licenses.

Mathews-Tom/armory

A skill your agent uses when a user supplies a local repository path or remote Git URL and asks to "teach me this repo", "explain this codebase simply", "show how this system works", "help me use…

Mathews-Tom/armory

Automated release pipeline: merges main, runs tests, pre-landing review, version bump, changelog, bisectable commits, and PR creation.

Mathews-Tom/armory