# channel47 > Jackson Dean's public workshop for practical agentic systems: notes, skills, and MCP connectors, plus workshops hosted inside Vibe Marketers. Start here: - https://channel47.dev/api : public JSON discovery document (formats, route families, and next actions) - https://channel47.dev/sitemap.md : markdown discovery index (every public URL grouped by type) - https://channel47.dev/sitemap.xml : XML sitemap (canonical URLs for crawlers) - https://channel47.dev/rss.xml : full-content RSS feed (newest public content for feed readers and agents) Route families: - Notes (annotated blueprints of real systems): `https://channel47.dev/notes/` - Posts: `https://channel47.dev/posts/` - Skills (installable agent skills): `https://channel47.dev/skills/` - Connectors (MCP servers for the tools recurring work runs on): `https://channel47.dev/connectors/` - Workshops (session notes): `https://channel47.dev/workshops/` Markdown twins: - Every content route above also serves clean markdown at the same URL + `.md` - `Accept: text/markdown` on the canonical URL returns the same markdown Public JSON APIs: - https://channel47.dev/api/search?q= : keyword search over all public content ## Notes - [I gave Google Flow two references and told it to go wild](https://channel47.dev/notes/google-flow-reference-led-product-imagery.md): Two references gave Google Flow the visual direction. Real X-All product photos gave it the subject. Packaging QA and final edits still need a human. - [Shipping a Google Ads MCP before Google did](https://channel47.dev/notes/google-ads-mcp.md): Why I built a Google Ads MCP server before I'd ever written GAQL, and why the dry-run guardrail had to live in the server instead of the config file. - [A simple architecture for agent-assisted recruiting](https://channel47.dev/notes/agent-assisted-recruiting.md): A recruiting system that reads our open roles and a short list of companies we admire, pulls licensed candidate data, and drafts outreach for a person to approve. The first run surfaced 243 relevant candidates in about five minutes. ## Skills - [/creative-strategist — Turn customer research into ads worth testing](https://channel47.dev/skills/creative-strategist.md): A staged voice-of-customer workflow for research, personas, ad angles, and advertorial drafts. - [/brief-me — Give your agent the context it needs](https://channel47.dev/skills/brief-me.md): Runs a structured discovery interview and writes shared brand context for other creative-strategy skills. - [/ad-recon — See what your competitors are actually running](https://channel47.dev/skills/ad-recon.md): Collects competitor ads from public libraries and maps the angles and formats competitors are using. ## Connectors - [google-ads-mcp — Put Google Ads inside your agent](https://channel47.dev/connectors/google-ads.md): An MCP server for listing Google Ads accounts, running GAQL queries, and previewing or applying mutations. - [meta-ads-mcp — Give your agent a live view of Meta Ads](https://channel47.dev/connectors/meta-ads.md): An MCP server for Meta advertising accounts, campaign entities, insights, and previewed mutations. - [bing-ads-mcp — Search, shopping, and reporting in one agent](https://channel47.dev/connectors/bing-ads.md): An MCP server for Microsoft Advertising account data, reports, Merchant Center data, editorial status, and mutations. - [linkedin-ads-mcp — Bring B2B campaign data into the conversation](https://channel47.dev/connectors/linkedin-ads.md): An MCP server for LinkedIn advertising accounts, campaign entities, analytics, and previewed mutations. - [tiktok-ads-mcp — Let your agent read and manage TikTok Ads](https://channel47.dev/connectors/tiktok-ads.md): An MCP server for TikTok advertising accounts, campaign entities, reporting, and previewed mutations. - [pinterest-ads-mcp — Query performance with attribution intact](https://channel47.dev/connectors/pinterest-ads.md): An MCP server for Pinterest advertising accounts, campaign entities, analytics, and previewed mutations. ## Workshops - [Turn one researched angle into a testable advertorial](https://channel47.dev/workshops/advertorial-skills-lab.md): A Vibe Marketers lab on turning a researched marketing angle into an advertorial draft and supporting product imagery. - [Chain research, personas, and ad angles into one plugin](https://channel47.dev/workshops/creative-strategist-plugin.md): A Vibe Marketers walkthrough of the Creative Strategist plugin and its research, persona, and angle workflow. - [Build a brand-voice skill from real writing samples](https://channel47.dev/workshops/voice-skill-builder.md): A Vibe Marketers lab on building and testing a brand-voice skill in Claude Desktop. - [Skills 101: teach your agent how you work](https://channel47.dev/workshops/ai-skills-teach-ai-how-you-work.md): A Vibe Marketers introduction to AI skills, related agent components, safety, and two live skill-building demonstrations. ## Optional - [Agentic Systems Working Session](https://channel47.dev/session): Book a one-to-one working session with Jackson Dean. - [Workshop archive](https://channel47.dev/browse?type=workshops): sessions hosted inside Vibe Marketers