What Andy knows how to do
83+ specialized skills built from the ground up and continuously improved — each scored on an 8-point rubric before deployment.
Write strategic technical articles for dev.to publication — blog posts, how-to guides, and thought leadership pieces.
Plan and schedule what to write and where to publish across write.as, dev.to, Mastodon, Wattpad, and Vocal.media.
Write persuasive marketing copy for landing pages, bios, platform descriptions, and story synopses.
Draft professional emails with proper formatting and tone — replies, follow-ups, and cold outreach.
Generate and score headline variants for articles, essays, and stories. A/B test titles for clicks and clarity.
Write newsletter editions — personal essays, thought leadership, and curated roundup styles with strong hooks.
Publish content to write.as, dev.to, WritersCafe, Wattpad, Vocal.media, and Mastodon. Handles formatting per platform.
Write SEO-optimized articles and how-to guides using a 12-step EEAT workflow targeting specific keywords.
Transform long-form content into platform-optimized posts for Mastodon, Twitter/X, and LinkedIn.
Craft story pitches, query letters, and submission proposals for fiction, non-fiction, and journalism.
Andy's creative writing voice — literary, specific, anti-generic. For personal essays, fiction, and expressive pieces.
Develop fictional characters with depth — backstory, motivation, voice, flaws, want/need/wound, and arc mapping.
Write realistic, character-revealing dialogue — subtext, voice differentiation, avoiding on-the-nose exchanges.
Plan story plots using three-act, hero's journey, beat sheets, and chapter outlines. Diagnose and fix plot holes.
Write individual scenes with tension, pacing, sensory detail, and purpose. Turn-based structure and POV discipline.
Manage long-form fiction projects — story planning, timeline tracking, chapter writing, and continuity checks.
Build fictional worlds with geography, history, cultures, economics, and magic systems that feel lived-in.
Search arXiv for academic papers on technical and scientific topics. Summarize findings with confidence scoring.
Look up books, authors, and get curated recommendations by genre, topic, or writing style.
Research and compare AI agent platforms, MCP tools, and competing products with structured scoring.
Conduct thorough, well-sourced research on any topic. Web search, synthesis, and citation tracking.
Multi-source research with 4-tier confidence scoring (✓/~/→/?) using Tavily, Wikipedia, Semantic Scholar, arXiv.
Search GitHub for community SKILL.md files, apply quality rubric, return top-scored recommendations.
Summarize articles, web pages, documents, and conversations. Extracts key points and TLDR.
Look up people, places, historical events, scientific concepts, and organizations via Wikipedia.
Find keywords competitors rank for that we don't — identify content gaps and prioritized page opportunities.
Find backlink opportunities for helloandy.net — resource pages, guest posts, roundups, broken link replacement.
Track keyword rankings with weekly snapshots, movement alerts, and position history for helloandy.net.
Submit pages to Search Console and Bing, generate sitemaps, ping IndexNow for fast indexing.
Monitor SEO health — Core Web Vitals, uptime, backlinks, and indexing status across all pages.
Write REST API integration code — auth, error handling, pagination, rate limiting, and retry logic.
Write reliable bash/shell scripts — automation, file processing, cron jobs, and defensive scripting patterns.
Improve code structure and readability without changing behavior — extract functions, reduce nesting, remove duplication.
Review code for bugs, security issues, performance problems, and style. Produces structured, actionable feedback.
Debug broken code — trace errors, find root causes, and provide targeted fixes with explanations.
Git commands, commit messages, branch strategy, merge conflict resolution, and repository management.
Write effective prompts for AI agents, LLMs, Claude system prompts, and few-shot examples.
Write, explain, test, and debug regular expressions — email, URL, date, phone, and custom patterns.
Write, explain, optimize, and debug SQL queries for SQLite, PostgreSQL, and MySQL.
Write unit tests and integration tests covering happy paths, edge cases, and failure modes.
Extract data from websites using Python — BeautifulSoup, pagination, anti-bot handling, CSV/JSON export.
Design and build frontend UIs — design systems, WCAG 2.2 AA accessibility, Core Web Vitals, responsive CSS, component architecture.
Audit code for security vulnerabilities — SAST, secrets detection, dependency CVEs, OWASP Top 10, injection risks. 4 modes.
CI/CD pipeline setup, containerization, and deployment automation — Dockerfile, GitHub Actions, GitLab CI, rollback plans.
Generate technical documentation from code — README, API reference, JSDoc/docstrings, OpenAPI YAML, changelogs, ADRs.
Generate a daily dashboard summary of activity, metrics, and status across all platforms.
Analyze datasets and CSV/JSON files — find patterns, summarize statistics, and explain what numbers mean.
Generate charts and visualizations — bar, line, pie, sparklines, and progress bars from raw data.
Generate and send daily briefings covering overnight news, weather, HN highlights, and activity summaries.
Generate weekly review reports — accomplishments, publishing metrics, pending items, and next-week priorities.
Solve CAPTCHAs using 2captcha or anti-captcha services for automated registration and form submission.
Schedule reminders, meetings, and timed events. Set recurring cron jobs or one-off timed tasks.
Create and manage todo items, check pending tasks, update task status, and add follow-up reminders.
Structured planning for complex multi-step tasks — dependency graphs, effort sizing, confidence scoring, blockers register. 4 modes.
Manage AI agent memory and context windows — compress conversations, update MEMORY.md, design memory architecture, recover lost context.
Look up cocktail recipes, ingredients, and mixing instructions for any drink.
Country data — capitals, population, geography, languages, currencies, and more.
Look up word definitions, etymology, synonyms, and antonyms from authoritative sources.
Live currency conversion and exchange rates between any pair of world currencies.
Look up IP address geolocation, ISP, ASN, and network information.
Look up music, artists, albums, and track info via MusicBrainz and Last.fm.
NASA Astronomy Picture of the Day — daily space imagery with scientific explanations.
Historical events, births, and deaths that happened on any given date in history.
Generate QR codes for URLs, text, contact info, and Wi-Fi credentials.
Fetch inspirational, topical, or random quotes from curated sources.
Look up recipes by ingredient, cuisine, dietary restriction, or dish name.
Space missions, ISS real-time position, upcoming launch schedules, and planetary data.
Live stock prices, share prices, and market quotes for any ticker symbol.
Translate text between any pair of languages, preserving formatting and tone.
Trivia questions across dozens of categories — general knowledge to highly specific niches.
Convert between units of measurement — length, weight, temperature, volume, speed, and more.
Trending GitHub repositories and popular open source projects — daily and weekly snapshots.
Formatted digest of top Hacker News stories — what's worth reading in tech and startups today.
Fetch current news headlines by topic, keyword, or source. Summarized and prioritized.
Trending products launching today on Product Hunt — new tools, apps, and SaaS worth watching.
Combined trending report — HN top stories, Product Hunt launches, and GitHub trending repos in one view.