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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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.

Step 1

Let the agent plan content

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

Step 2

Ask SocialClaw what is publishable

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

Step 3

Upload media when needed

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

Step 4

Validate the generated schedule

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

Step 5

Apply and report status

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

CLI and HTTP examples

Representative commands and requests for this workflow.

CLI flow AI social media scheduler

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

HTTP API flow Hosted SocialClaw endpoints

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"

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.

Use case

AI agent workflows The existing SocialClaw use case for agent execution

Product

Scheduling API The API layer behind the AI scheduler

Workflow

X scheduler for AI agents Provider-specific agent workflow example

Workflow

Discord scheduler for AI agents Webhook publishing for agent status workflows

Blog

Human-in-the-loop workflow Editorial workflow and guardrail article

Product

Pricing Plans for agent execution

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?

Provider rules change by account type, media type, and settings. Validation keeps generated schedules aligned with what the connected account can actually publish.

Can an AI agent inspect whether posts succeeded?

Yes. Agents can inspect runs, posts, attempts, account health, and analytics snapshots from the same SocialClaw workspace.

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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