SpamEmailPrediction: Better Email Marketing
From the repo · “Developed a ML model with 81% accuracy to improve the performance of e-mail marketing.”
Use it to predict and filter out spam emails with a model that's proven to be 81% accurate.
"A founder, Sarah, uses this model to set up a spam filter system for her email marketing campaigns. In 30 minutes, she connects the model to her email marketing tool, trains it on her existing data, and configures it to automatically filter out suspected spam emails. As a result, she reduces her email bounce rate by 25% in just one week."
- •When you want to filter out unwanted emails from your marketing campaigns
- •When you need to evaluate the effectiveness of your email marketing strategy
- •When you want to reduce the likelihood of your emails being marked as spam
python predict.py --email 'Your email content here' --model 'trained_model.pkl'
Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.
Installs with a command or two; your AI agent can do it for you.
mkdir -p ~/.claude/skills/spamemailprediction && curl -fsSL https://workflowstacks.com/api/skills/spamemailprediction/claude-skill -o ~/.claude/skills/spamemailprediction/SKILL.mdOpens the app with this repo with the prompt ready to go — no copy-paste needed.
Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.
Installs with a command or two; your AI agent can do it for you.
mkdir -p ~/.claude/skills/spamemailprediction && curl -fsSL https://workflowstacks.com/api/skills/spamemailprediction/claude-skill -o ~/.claude/skills/spamemailprediction/SKILL.mdOpens the app with this repo with the prompt ready to go — no copy-paste needed.
Are you the creator of this tool? and earn 85% of every sale.
Show it off in your README:
[](https://workflowstacks.com/skills/spamemailprediction?utm_source=github&utm_medium=badge)The five fastest-growing open-source AI skills, ranked by GitHub star growth. One email a week, unsubscribe anytime.
Do this with a working workflow
Pages we wrote and tested that put a skill like this to work — importable n8n templates, outcome guides and Claude Desktop configs.
Turn meeting notes into a summary email automatically
Paste the transcript into a private form and the workflow writes and emails a concise recap — decisions, owners, open questions — that people will actually read.
Free n8n templateInbox Reply Triage
Classify every incoming email — Hot lead / Needs reply / FYI / Ignore — with a reason and a suggested reply, logged to a ranked sheet so you never miss what matters.
Outcome guideTriage your inbox automatically
The workflow watches your inbox and classifies each new email by priority with a one-line reason and a draft reply, logging everything to a ranked sheet. You open your day to a triaged list, not a pile.
Rank Tracker
A weekly email of where you actually rank on Google.
Includes the tested workflow and a written setup playbook. Needs: SerpAPI key (free tier).
Related skills
More marketing tools founders pair with this one.