Automation Center - AIAgentLands

This public page shows the workflow and recent outputs. Creating and running automation jobs is limited to administrators. Log in to admin

How it works

1. Find a topic

Topics come from hot search terms, editorial picks, or news monitoring.

2. Generate a draft

Use the model to produce a title, summary, and article structure.

3. Review and publish

After an administrator confirms quality, publish directly into articles, tools, or topics.

Autonomy snapshot

What the site is still missing right now

Fix debt before widening autonomy

Prioritize failed jobs and public trust debt first.

Open items 266

Put public trust debt, thin content, and automation bottlenecks into one panel so we can see them together.

Ready providers 3/4

Autopilot currently defaults to DEEPSEEK. The current provider is ready.

Jobs in the last 7 days

0 completed / 240 failed / 5 stalled

Last failure: 2026-05-04 04:30

Published articles are too thin Needs attention · 12

Articles with bodies that are too short cannot carry homepage and search traffic.

Samples: [Station Plan] Which AI APIs and agent tools do you need most? · AI + Healthcare launches with medical Q&A, hospital intelligence, and medical research entry points · Complete ChatGPT Guide: where to find entry points, alternatives, APIs, and workflows

Topic pages are too thin Needs attention · 9

When topic pages are too thin, hot search terms land on shell pages.

Samples: AI + Healthcare · AI Writing & Content Operations · AI News Growth Engine

Automation failures in the last 7 days Blocking · 240

Review failure logs before scaling up unattended publishing.

Samples: siteself-operations cruise 2026-05-04 04: 30 · siteself-operations cruise 2026-05-04 04: 00 · siteself-operations cruise 2026-05-04 03: 30

Stalled automation jobs Blocking · 5

Jobs that stay unfinished for over two hours point to queue blockages.

Samples: Agent directory freshness monitor · Today's AI news brief · Enterprise sales automation tool intake

Next step 1

Expand 21 thin articles or topic pages before sending more traffic from the homepage and search.

Next step 2

Review failed or stalled automation jobs so autonomy does not keep amplifying dirty outputs.

The watchdog currently points to https: //aiagentlands. com, which can serve as a supporting baseline for public uptime checks.

Publishing Desk

Turn ready GitHub resources into real portal articles and topics

Open publishing API

Ready GitHub resources can be turned into portal articles or topics from the publishing desk.

Ready / queued 0/0

These are the GitHub items that can be published next from the operator queue.

Completed tasks 0/0

Every publish run keeps a record so we can trace what was turned into a portal page.

Publishing move 1

Pick ready GitHub resources and publish them as portal articles or topics.

Publishing move 2

Use publish target and queue priority to control what goes live first.

Publishing move 3

Reuse the published outputs in SEO pages, resource hubs, and promotion drafts.

No GitHub publishing runs yet.

SEO Pages

Refresh public landing pages from the GitHub resource graph

Open hub

Latest SEO page build finished at 2026-04-24 15:04 and updated Open Source AI Portal Building Blocks.

Published pages 5

These pages are public entry points designed for search and internal linking.

Open Source AI Portal Building Blocks 8

This page highlights 8 synced GitHub resources for the open-source AI track.

Best Crawling GitHub Resources for AI Data Pipelines 1

This page highlights 1 synced GitHub resources for the crawling track.

Best LLM App GitHub Collections to Watch 1

This page highlights 1 synced GitHub resources for the llm-apps track.

Best Agent SDK GitHub Resources for AI Builders 1

This page highlights 1 synced GitHub resources for the agent-sdk track.

Best MCP GitHub Resources for AI Portals 2

This page highlights 2 synced GitHub resources for the mcp track.

Daily Radar

Watch which GitHub projects deserve publishing, promotion, or queue upgrades today

Open radar

Latest daily radar was generated for 2026-04-24 with 6 highlighted projects.

Daily GitHub Radar 2026-04-24 2026-04-24

6 GitHub projects are leading the portal priority list today.

Dify · 🌟 Awesome LLM Apps · Awesome MCP Servers · OpenAI Cookbook · 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper.

Radar action 1

Check which projects should move from ready to published today.

Radar action 2

Use the radar to decide which SEO pages and promotion drafts deserve a refresh.

Radar action 3

Track whether one category is dominating the queue and rebalance coverage.

GitHub Intake

Sync skills, playbooks, and automation stacks

Open library API

The latest GitHub sync ran at 2026-04-24 08: 30, and the library can keep feeding tutorials, topic pages, and self-promotion drafts.

Configured sources 14

Curated GitHub repositories and SKILL.md files that the portal can ingest.

Synced items 14/14

Only synced items are shown publicly and can feed future workflows.

Skill items 3

These are the best candidates to turn into internal reusable actions.

Autopilot sync

Enabled. Every autopilot cycle can refresh GitHub resources.

Growth move 1

Turn synced skills into on-site agent workflows and internal operating templates.

Growth move 2

Turn strong repos into topic pages, tutorials, and comparison pages to keep expanding organic traffic entry points.

Growth move 3

Generate social copy and landing-page updates around high-star repos to create a linked on-site and off-site promotion loop.

Hot categories

workflow · llm-apps · mcp · llm-building · crawling · multi-agent

Featured resources

Dify · 🌟 Awesome LLM Apps · Awesome MCP Servers

Library Items

What the site can already reuse

Dify

Platform ★ 138922

Production-ready platform for agentic workflow development.

Use this for workflow topic pages, integration directories, and case breakdowns.

langgenius/dify · README.md

Open detail Repository Source file

🌟 Awesome LLM Apps

Playbook ★ 107201

100+ AI Agent & RAG apps you can actually run — clone, customize, ship.

Use this for resource cards and topic pages to keep expanding the site's organic traffic entry points.

Shubhamsaboo/awesome-llm-apps · README.md

Open detail Repository Source file

Awesome MCP Servers

Playbook ★ 85454

A collection of MCP servers.

Use this for resource cards and topic pages to keep expanding the site's organic traffic entry points.

punkpeye/awesome-mcp-servers · README.md

Open detail Repository Source file

OpenAI Cookbook

Playbook ★ 72931

✨ Navigate at cookbook.openai.com

Use this to expand API tutorials, prompt templates, and getting-started examples.

openai/openai-cookbook · README.md

Open detail Repository Source file

🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper.

Framework ★ 64514

[](https://github.com/unclecode/crawl4ai/stargazers)

Use this for comparison pages, getting-started tutorials, and case-study topics that directly support promotion and acquisition.

unclecode/crawl4ai · README.md

Open detail Repository Source file

Fast and Flexible Multi-Agent Automation Framework

Framework ★ 49716

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

Use this for agent-platform comparisons, use-case articles, and enterprise solution pages.

crewAIInc/crewAI · README.md

Open detail Repository Source file

ADHX - X/Twitter Post Reader

Skill ★ 34792

Installable GitHub library of 1,400+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and more. Includes installer CLI, bundles, workflows, and official/community skill collections.

Use this as a growth playbook library for WeChat, X, and Xiaohongshu promotion drafts.

sickn33/antigravity-awesome-skills · skills/adhx/SKILL.md

Open detail Repository Source file

Fal Audio

Skill ★ 34792

Use this to expand multimedia production and strengthen short-video and audio asset creation.

sickn33/antigravity-awesome-skills · skills/fal-audio/SKILL.md

Open detail Repository Source file

Self Promotion

Turn GitHub resources into outbound growth copy

Open promotions API

The latest promotion draft run finished at 2026-04-24 08: 31, and it can keep feeding site upgrades and self-promotion.

Completed drafts 120/120

Promotion packages include WeChat, X, Xiaohongshu, and topic update drafts.

Autopilot generation

Enabled. Autopilot can keep producing fresh promotion drafts from GitHub resources.

Next growth step 1

Turn the WeChat and Xiaohongshu drafts into publish-ready posts and keep testing headlines and conversion hooks.

Next growth step 2

Turn X posts and thread points into English growth entry points to expand international reach.

Next growth step 3

Merge topic-update drafts into existing topic pages to create a linked on-site and off-site content loop.

Recent Drafts

Latest self-promotion packages

Awesome MCP Servers

Generated DEEPSEEK

GitHub 8. 5 punkpeye/awesome-mcp-servers topic, covering the broadest set of MCP servers, updated continuously, helps AI developersquickly discover and integrate MCP, while also driving steady organic traffic to the site.

X: 🔥 Awesome MCP Servers just hit 85K+ stars on GitHub! We've turned this curated collection into a dedicated topic page on our site to drive organic traffic and help the community...

🌟 Awesome LLM Apps

Generated DEEPSEEK

Includes 100+ ready-to-run AI Agent RAG, covering agents, MCP, voice and related use cases, supports major frontier models, helps teams prototype quickly.

X: 100+ AI Agent & RAG apps you can actually run — clone, customize, ship. ⚡ From multi-agent teams to MCP agents, voice agents, and fine-tuning. Works with Claude, Gemini, OpenAI...

Dify

Generated DEEPSEEK

Added Dify integration guidesandhands-on examples, covering low-code orchestration, multi-model callsand RAG, helpsworkflow topic-page upgrades.

X: Dify just crossed 138K stars on GitHub! 🚀 A production-ready platform for agentic workflow development. Low-code, multi-model, open-source. Perfect for building AI agents fast....

Awesome MCP Servers

Generated DEEPSEEK

GitHub 85, 452 MCP servers, covering, AI andtools.

X: Looking to build AI agents that talk to real tools? The Awesome MCP Servers repo just hit 85K stars on GitHub. A curated list of Model Context Protocol servers for connecting L...

🌟 Awesome LLM Apps

Generated DEEPSEEK

100+ AI AgentandRAG, models, LLM.

X: 🔥 100+ AI Agent & RAG apps you can actually run — clone, customize, ship. Awesome LLM Apps is now the go-to playbook for building with LLMs. ⭐ 107K+ stars on GitHub 🤖 Multi-...

Dify

Generated DEEPSEEK

Dify platforms, / Agentic Workflow, LLM, RAG, MCP, 138k+ GitHub. topic, and content.

X: Dify is the production-ready platform for agentic workflow development. With 138k+ stars on GitHub, it offers low-code/no-code orchestration, RAG, MCP support, and seamless inte...

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