A full analysis pipeline that turns a dataset into a finished report, not just charts. Hand it a CSV, Excel, Parquet, or JSON file and it cleans the data, scores its quality, runs EDA, and where the data supports it, trains a prediction model with SHAP attribution and a backtested forecast. You get a trust score, ranked findings, and recommendations as a Word doc, an interactive HTML report, and an optional PowerPoint deck. The numbers come from code, so they stay consistent, never invented.
I build and run the web-scraping engine behind a production AI assistant. The hardest sites on the web — JavaScript-heavy apps, empty sitemaps, and content behind search forms — hand a normal crawler nothing but cookie banners. Over months I learned to make them give up clean data: render fully, find the hidden pages by search, dedup by stable IDs, and quality-gate every page so junk never reaches your dataset. I've distilled that pipeline into this Skill — self-healing and cost-capped.
Built from practical B2B sales research workflows for founders, agencies, consultants, and sales teams. This Skill turns visible company website evidence into ICP fit scoring, buying signals, pain hypotheses, buyer recommendations, and outreach angles so users can personalize outbound without making unsupported claims.
Local-run B2B lead generation for LinkedIn. Search ~20-30 profiles per run, cross-verify named profiles, enrich anonymous ("LinkedIn Member") entries via company team pages, export a confidence-labeled Excel. Runs on the buyer's own machine with their own browser and their own LinkedIn login. Designed for B2B sales teams, agencies, and solo founders running outbound.
Build a bilingual digital-product or productized-service system covering offer validation, a seven-day build plan, payment and delivery, client intake, content repurposing, launch copy, tracking, and measurable experiments.
Un cycle Brainstorm → Spec validée → Plan à cases à cocher → TDD strict → Review de conformité, conçu pour les devs qui construisent des SaaS pilotés par IA (générateurs, agents, outils no-code) en HTML/CSS/JS vanilla ou Node/Express, avec intégrations multi-fournisseurs (Anthropic, OpenAI, Gemini, Mistral). Exemples d'usage : "ajoute une fonctionnalité X à mon générateur", "intègre un nouveau fournisseur IA", "refonds ce module"
Turn any structured dataset into a full programmatic-SEO site: hundreds of auto-generated, indexable landing pages built around the recurring entities in your data, complete with sitemap, robots.txt, and a GDPR/AdSense-ready privacy policy.
Verify webhook duplicates, signatures, retries and ordering in isolated local tests. Compare HTTP delivery with business evidence. Includes 18 scenarios, HTML/JSON/JUnit reports and complete English + Traditional Chinese guides.
Audit your website for AI-search readiness and B2B growth. Identify content, structure, entity, FAQ, positioning and conversion gaps, then get a prioritized 30-day action plan with practical fixes and outreach recommendations.