SUMMARY AI summary by gpt-5-mini
ShortsFlow Ops Agent is an agentic automation prototype that turns a single long input (idea, transcript, brief) into a governed short-form publishing workflow for creator and growth teams. It combines a content-planning agent, production checklist, and a UiPath-style human-in-the-loop queue so repetitive content operations move from idea to approved work item without losing review control. Key features: - Ingests raw briefs, transcripts or campaign notes - Generates hook variants, 30–60s scripts, scene beats, captions, hashtags, thumbnail text, and a posting checklist - Scores outputs for readiness and required review - Emits UiPath-style queue payloads for approval, scheduling, and robot handoff - Keeps human reviewer in Action Center before marking items ready Includes a local static web demo, CLI runner, UiPath mapping docs, and example assets. Built with Python stdlib, static HTML/CSS/JS, and UiPath workflow components. MIT licensed.
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Why this is classified AI-related
The AI relevance score checks four places for AI keywords and adds the weight of each one that matches. Full methodology
Total AI relevance score: 75 / 100
Position among AI repos in the same language
We track 3,297 HTML repos, of which 2,043 score 40 or above on AI relevance. 413 have more stars than this one (top 12.6%), and 148 score higher (top 4.5%).
Owner
Dates
| Created on GitHub | 2026-05-19 |
| Last push | 2026-05-19 |
| First seen here | 2026-05-19 |
| Last fetched | 2026-08-19 16:17 |
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