AI scheduler

AI social media scheduler for agentic workflows.

Most AI social tools stop at drafts. SocialClaw starts where the drafting step ends: connected accounts, media upload, validation, scheduled delivery, and inspectable publish state for agents, scripts, and product workflows.

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socialclaw login --api-key <workspace-key>
socialclaw accounts capabilities --provider instagram --json
socialclaw accounts action --account-id <account-id> --action publish-preview --input preview.json --json
socialclaw validate -f agent-schedule.json --json
socialclaw apply -f agent-schedule.json --idempotency-key agent_campaign_1 --json

curl -sS \
  -H "Authorization: Bearer $SC_API_KEY" \
  "https://getsocialclaw.com/v1/accounts?provider=instagram"

curl -sS \
  -X POST \
  -H "Authorization: Bearer $SC_API_KEY" \
  -H "Content-Type: application/json" \
  -d @agent-schedule.json \
  "https://getsocialclaw.com/v1/posts/validate"

curl -sS \
  -X POST \
  -H "Authorization: Bearer $SC_API_KEY" \
  -H "Content-Type: application/json" \
  -d @agent-schedule.json \
  "https://getsocialclaw.com/v1/posts/apply"

What you get

The operational pieces that matter before a workflow promises social publishing.

Agent boundary

One workspace key between the agent and the providers

The agent authenticates with a workspace API key instead of handling provider OAuth tokens directly.

Guardrails

Capabilities and validation

Agents can inspect current provider capabilities before they promise content shapes or apply a schedule.

Media handoff

Upload once, reuse URLs

SocialClaw-hosted media URLs let agents hand providers a stable public URL where that route requires one.

Post-publish state

Inspect runs and attempts

The agent can report delivery state after apply instead of guessing whether the post worked.

Inputs and requirements

The data and checks that keep the workflow grounded in current provider rules.

A workspace key available to the agent or automation layer
Connected accounts for the target providers
Generated content mapped to provider-specific media and settings rules
Validation before apply
Run or post inspection after apply

How it works

A provider aware flow from connection to inspection.

Let the agent plan content

The agent can draft captions, titles, descriptions, hashtags, and schedules in your product or script.

Ask SocialClaw what is publishable

Capabilities and settings checks keep the agent aligned with connected account rules.

Upload media when needed

Use SocialClaw assets when the provider route requires a public media URL or hosted file handoff.

Validate the generated schedule

Validation turns AI output into a provider-aware schedule payload before any publish work is created.

Apply and report status

The agent applies the schedule and reads run or post status back from SocialClaw.

Constraints to know

Important guardrails to keep the page accurate.

SocialClaw executes and validates publishing workflows after the drafting step; it is not the caption-writing model itself.
Agents still need to respect provider-specific media rules and account eligibility requirements.
Unsupported provider surfaces should be treated as out of scope until capabilities say otherwise.

Related routes

Pages that reinforce the same product and platform intent.

AI agent workflows The existing SocialClaw use case for agent execution Scheduling API The API layer behind the AI scheduler X scheduler for AI agents Provider-specific agent workflow example Discord scheduler for AI agents Webhook publishing for agent status workflows Human-in-the-loop workflow Editorial workflow and guardrail article Pricing Plans for agent execution

What builders are saying

Real quotes from Reddit, G2, Trustpilot, and Instagram.

G2 G2 review

“I can prepare the content once and let SocialClaw handle the distribution.”

Instagram

“If SocialClaw sees this just know you changed my entire workflow girl.”

r/mcp

“Since I try market my iOS apps, definitely SocialClaw… because then Claude can post to social media for me.”

r/socialmedia

“Most schedulers still feel like old calendar tools with an AI caption button added on top. SocialClaw feels more built around the newer AI era.”

r/automation

“SocialClaw if you want to schedule posts to social media.”

G2 G2 review

“I can prepare the content once and let SocialClaw handle the distribution.”

Instagram

“If SocialClaw sees this just know you changed my entire workflow girl.”

r/mcp

“Since I try market my iOS apps, definitely SocialClaw… because then Claude can post to social media for me.”

r/socialmedia

“Most schedulers still feel like old calendar tools with an AI caption button added on top. SocialClaw feels more built around the newer AI era.”

r/automation

“SocialClaw if you want to schedule posts to social media.”

Trustpilot Trustpilot review

“SocialClaw handles the repetitive publishing work: uploading media, managing connected accounts, scheduling posts, publishing them, and retrying when something fails.”

r/SocialMediaManagers

“I used to use stuff like Buffer etc, but I use SocialClaw with my AI agent. I just tell it to schedule like 100 videos for the next month.”

r/AI_Agents

“It has an OpenClaw skill, or use it via API, CLI, or even the web dashboard.”

r/openclaw

“I have it install the SocialClaw skill, linked my social media accounts, and it actually has approval to post on my socials for me.”

Trustpilot Trustpilot review

“SocialClaw handles the repetitive publishing work: uploading media, managing connected accounts, scheduling posts, publishing them, and retrying when something fails.”

r/SocialMediaManagers

“I used to use stuff like Buffer etc, but I use SocialClaw with my AI agent. I just tell it to schedule like 100 videos for the next month.”

r/AI_Agents

“It has an OpenClaw skill, or use it via API, CLI, or even the web dashboard.”

r/openclaw

“I have it install the SocialClaw skill, linked my social media accounts, and it actually has approval to post on my socials for me.”

Works with every major platform

Connect once, then schedule and publish everywhere from the same workspace.

Frequently Asked Questions

Does SocialClaw generate AI content itself?

SocialClaw is the execution layer. AI agents or product workflows can generate content, then SocialClaw handles account access, validation, scheduling, and inspection.

Why should an AI scheduler validate before apply?

Can an AI agent inspect whether posts succeeded?

Use SocialClaw for AI social media scheduler

Connect accounts once, validate provider specific payloads, schedule or apply work, and inspect the result from one hosted workspace.

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