FlowSync
Open App
中文
FreeContent4 nodes
Score 68

Social Media Content Calendar

Define themes and date range — the agent sweeps trending topics, generates platform-specific post ideas, formats them into a monthly content calendar Excel with publish dates and hashtag suggestions.

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What does this workflow do?

Trend sweep via Agent Reach → LLM generates platform-specific post ideas → Pandas structures into calendar format → OpenPyXL exports polished Excel

System flow

Trend sweep via Agent Reach → LLM generates platform-specific post ideas → Pandas structures into calendar format → OpenPyXL exports polished Excel

Pipeline breakdown

Agent Reach topics LLM Reasoning json Pandas json OpenPyXL csv
  1. Agent Reach agent-reach — Multi-source retrieval agent that sweeps public platforms and news topics → json
  2. LLM Reasoning llm — Large-language-model step that extracts, classifies, validates or writes structured output json → json
  3. Pandas pandas — Tabular compute — join, aggregate, validate and reshape the extracted records json → csv
  4. OpenPyXL openpyxl — Writes a formatted, formula-ready Excel workbook as the deliverable csv → xlsx

Workflow Reputation Score

Based on executions, success rate, update frequency, component quality, and user rating.

68Overall
★★★★★ 4.1
▶Executions
25
✓Success rate
95
↻Update frequency
65
⚙Component quality
85
★User rating
82

Based on executions, success rate, update frequency, component quality, and user rating.

Components used

Agent Reachagent-reach

Multi-source retrieval agent that sweeps public platforms and news

FlowSync proprietary
LLM Reasoningllm

Large-language-model step that extracts, classifies, validates or writes structured output

FlowSync proprietary
Pandaspandas

Tabular compute — join, aggregate, validate and reshape the extracted records

pandas-dev/pandas ↗
OpenPyXLopenpyxl

Writes a formatted, formula-ready Excel workbook as the deliverable

theorchard/openpyxl ↗

How is this different from n8n or Zapier?

Unlike generic workflow builders, FlowSync workflows ship pre-configured with AI skills baked into every node — OCR, LLM reasoning, transcription, super-resolution — not just webhook triggers. Each node is white-box auditable: you see input, output, and config. Deployment is instant — no self-hosting, no API-key per node.

Use cases

  • Monthly content planning
  • Multi-platform post scheduling
  • Campaign content matrix
  • Trend-jacking idea generation

Author & Source

This workflow is maintained by the FlowSync team. All components are open-source or commercially licensed. Source code for each component is linked in the Components section above.

Pricing: Free tier available · FREE tier · Official

Field notes

以前每月花 2 天拼内容日历。现在 20 分钟出整月计划，配合节日和热点，团队照着 Excel 就能排期。

— 运营经理 李, SaaS 公司

Data handling

Data is processed in-memory during pipeline execution only. No files are stored permanently unless you choose to save outputs to your account.

FlowSync Workflow Marketplace · 68 reputation score · 25% execution · 95% success · 4-node white-box pipeline · maintained by FlowSync Official

Ready to run?

Define themes and date range — the agent sweeps trending topics, generates platform-specific post ideas, formats them into a monthly content calendar Excel with publish dates and hashtag suggestions.

Run Social Media Content Calendar → Browse all workflows →