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Part of Automate LinkedIn Post Creation From Topics to Publishing

Content Blueprint

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Automate LinkedIn Post Creation From Topics to Publishing

0June 2026

The complete Clio pipeline that scrapes LinkedIn, identifies topics, writes and QA-scores posts, and syncs to ClickUp via Slack commands.

What problem does this solve?

Generates LinkedIn posts end-to-end from scraped network topics, automatically scoring and rewriting drafts to meet your voice and quality standards before publishing. Eliminates manual topic research, drafting, revision cycles, and task filing by handling the full workflow from Slack.

How does it work?

Once running, you interact via Slack commands or scheduled runs. 1. Run @Clio propose (or schedule weekly) to scrape your creator list, identify 5 trending topics with angles, and post proposals to Slack threads. 2. Provide feedback or context in the thread reply. 3. Run @Clio generate to write the post, QA-score it against your style guide and ICP (0-10 scale, 8.1 pass threshold), and auto-rewrite up to 3 times if needed. 4. Passing posts become ClickUp tasks with full drafts ready for review; failing posts block and notify you. Output: weekly LinkedIn posts delivered to ClickUp with drafts ready for scheduling, grounded in real trending topics and your exact writing voice.

Included Skills

No skills in this group

What's required to run this?

Requires Python 3.9+ for async/await and modern string formatting. Claude Opus calls use higher token budgets to ensure coherence; consider costs if running multiple daily cycles. RapidAPI LinkedIn scraper has rate limits; default 14-day lookback and 5 posts per run fit typical free tiers. Slack Socket Mode requires a persistent connection and App Token with connections:write. ClickUp integration requires your List ID from the app URL and User ID retrieved via curl with your API key.

Key Features

LinkedIn Scraper

Pulls posts from 5-15 creator profiles you specify, storing them in SQLite for topic trend analysis with configurable lookback window (default 14 days).

Topic Analyzer (Claude Opus)

Identifies 5 weekly trending topics from scraped posts, generates 2 angles per topic and 3 conversation starters, all customized to your ICP.

Post Writer (Claude Opus)

Drafts LinkedIn posts based on approved topics, with full context injected from your ICP, style guide, and call notes for voice consistency.

QA Scoring Loop

Scores every draft 0-10 across hook, style compliance, ICP relevance, specificity, and ending. Auto-rewrites up to 3 times if score below 8.1. Blocks low-scoring posts with Slack notification.

Slack Bot Interface

Real-time commands (@Clio propose, @Clio generate, @Clio publish, @Clio [feedback]) let you interact with the pipeline without leaving Slack. Includes help, dry-run, and scheduling modes.

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