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kevin9327/shortsflow-ops-agent

UiPath-ready content operations agent for reviewed short-form publishing workflows

HTML MIT GitHub ↗
★ 0
stars
75
AI relevance
50
solo dev
0
tool sigs

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.

Language breakdown (by bytes)

HTML
44.2%
Python
30.6%
JavaScript
25.2%

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

Repository name no match
Description +25 matched: agent
GitHub topics no match
README head +20 (derived from the score — README text is not stored)

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

Account
kevin9327
Type
User
Followers
2

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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