I Ran repo-intake-and-plan on 3 Real Repos: What It Caught
RigorPilot’s repo-intake-and-plan (450K installs, #70) scanned micrograd, makemore, and nanoGPT for me: 2, 3, and 16 commands — plus one it invented.
#AI Agents
Skills
GitHub Skill Forge turns any repo into an AI skill from one URL — no cloning, no manual work. Your AI reads open-source projects via natural conversation.
2026-07-28
CodingMem0 is an open-source memory layer for AI agents that remembers user preferences, facts, and context across sessions using embeddings and retrieval.
2026-07-08
GeneralThe n8n Workflow Architect skill makes AI agents n8n experts — build, validate, and deploy production workflows through conversation with MCP integration.
2026-07-25
AutomationA skill by Matt Pocock that turns unstructured AI conversation into structured PRDs and publishes them straight to your issue tracker.
176K
2026-06-13
GeneralTutorials
Reproduce an AI Paper Repo: The 9-Step Rigor Sequence
RigorPilot’s ai-research-reproduction (310.8K installs) runs DL repos as 9 README-first steps: smallest target, audited patches, repro_outputs/ evidence.
Best AI Debugging Skills of 2026: A Roundup
5 AI skills that actually find bugs, compared from their source: diagnosing-bugs loop, TDD seams, code-review axes, prototype flow, and the regression trap.
Best AI Agent Frameworks in 2026: A Data-Backed Roundup
12 AI agent frameworks, ranked with GitHub data from August 15, 2026: stars, maintenance signals, and the right pick for Python, TypeScript, or enterprise.
How to Scrape Websites for AI with Firecrawl: Step-by-Step
Learn how to scrape websites for AI with Firecrawl — get an API key, install the SDK, and run your first scrape, search, and crawl in under ten minutes.
I Let an AI Note-Taking Agent Run My Notes for a Month — Here's What Survived
I let an AI note-taking agent run my notes for a month — what it captured, what it lost, and the hybrid workflow I kept after the experiment ended.
How to Set Up Lark Knowledge AI: Build an AI-Searchable Team Knowledge Base
Set up Lark Knowledge AI in six steps — structure Wiki knowledge spaces, enable AI search and summaries, and connect the lark-wiki skill to your coding agent.
Agent Browser vs Browser Use vs Playwright MCP for AI Agents (2026)
Compare Agent Browser, Browser Use, and Playwright MCP for AI agent browser automation — control model, setup friction, and which fits your workflow.
I Replaced Google with an AI Search Agent for a Week — Here's What Happened
I ran my research for a full week using AI search agents instead of Google — what they nailed, where they hallucinated, and whether the switch is worth it.
How to Automate Workflows with AI Agents Using n8n: A Step-by-Step Guide
Learn how to automate complex workflows with AI agents using n8n — from MCP setup to building production-ready automation pipelines in 6 steps.
How to Build Your First AI Automation Workflow: A Step-by-Step Guide
A step-by-step guide to building your first AI automation workflow — from choosing the right task to scheduling a pipeline that runs while you rest.
A2A Protocol vs MCP: Which Agent Communication Protocol Fits Your Stack?
A2A vs MCP — two protocols for AI agent communication, but they solve different problems. Here’s when to use each, and when you need both.
FAQ: Web Scraping with AI Agent Skills
Answers to the most common questions about web scraping with AI agent skills — from choosing the right tool to handling JavaScript-heavy sites and extracting structured data.