Content publishing
Your content operating system, run by AI agents.
Codex and OpenClaw turn brand knowledge, social accounts, approval rules, and analytics into an AgentLed MCP workspace. AI agents then run the content pipeline across LinkedIn, X, Facebook, Instagram, and TikTok.
AgentLed MCP workspace
Knowledge, skills, workflows, and executions
Knowledge
Brand guidelines, product facts, ICPs, examples, previous posts, campaign rules, and customer context live in the MCP workspace.
Skills
Codex and OpenClaw maintain writing, review, approval, analytics, and engagement skills that agents can reuse safely.
Workflows
Repeatable workflows coordinate research, drafting, checking, publishing, commenting, liking, reporting, and follow-up actions.
Create
Draft posts, captions, carousels, short-video scripts, replies, and campaign variants for each channel.
Check
Validate tone, claims, links, hashtags, image fit, and platform constraints against the workspace knowledge.
Approve
Pause for human approval when needed, collect comments, and keep the execution history auditable.
Engage
Publish, comment, like, reply, and keep conversations moving across social channels.
Learn
Fetch performance, summarize what changed, and feed the next run with better timing, topics, and formats.
Not one workflow. A governed publishing layer for every social surface.
Agents can write, check, schedule, post, comment, like, reply, and measure performance. Human approval can sit before any external action.
Posts, comments, likes, analytics
X / Twitter
Threads, replies, engagement checks
Page posts, comments, metrics
Posts, reels, captions, insights
TikTok
Short-video scripts, publishing, reporting
Analytics feeds the next execution.
Every run can fetch platform metrics, compare posts, summarize lessons, and update the workspace with what worked.
Reports make the system accountable.
Campaign status, approvals, live posts, comments, likes, and analytics are tracked so the pipeline can be reviewed and improved.
AgentLed MCP
Codex
OpenClaw
Hermes
Claude AI
GPTBuild a content system your agents can operate every day.
Start with your brand knowledge and approval rules. AgentLed turns them into a maintained operating layer for publishing, engagement, and learning.