Response Uplift Modeling

Q: What is a Claude Code skill and how does the Response Uplift Modeling skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Response Uplift Modeling is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: General · Sub-category: general-misc · Last updated: 2026-05-21

Predicts customer response probabilities (propensity) and incremental lift for promotions, supporting ROI optimization via uplift modeling. Use when the user asks to: predict who will respond to a campaign, score customers for promotion targeting, estimate incremental lift vs control group, optimize promotion ROI by finding the scoring threshold that maximizes profit, evaluate a propensity or uplift model with lift charts or precision-recall curves, or build a two-model / single-model / multinomial uplift approach. Also trigger when someone says "propensity model", "uplift model", "response model", "persuadables", "four quadrants", "incremental lift", "treatment vs control", "ROI threshold", "targeting depth", "decile lift", "savability score", "churn uplift", "capping and budgeting", "campaign ROI optimization", or pastes customer-level data with treatment (T) and response (Y) columns.

Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

Predictive modeling skill for promotion targeting. Covers propensity scoring, two-model and single-model uplift, multinomial four-quadrant classification, ROI threshold optimization, and evaluation (lift chart, PR curve).

What this skill does

Response Uplift Modeling is a community-contributed Claude Code skill in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/response-uplift-modeling/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when the user asks to: predict who will respond to a campaign, score customers for promotion targeting, estimate incremental lift vs control group, optimize promotion ROI by finding the scoring threshold that maximizes profit, evaluate a propensity or uplift model with lift charts or precision-recall curves, or build a two-model / single-model / multinomial uplift approach. Also trigger when someone says "propensity model", "uplift model", "response model", "persuadables", "four quadrants", "incremental lift", "treatment vs control", "ROI threshold", "targeting depth", "decile lift", "savability score", "churn uplift", "capping and budgeting", "campaign ROI optimization", or pastes customer-level data with treatment (T) and response (Y) columns.

Who uses this skill

The Response Uplift Modeling Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 174,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/response-uplift-modeling
curl -L https://claudskills.com/skills/response-uplift-modeling/SKILL.md \
  -o ~/.claude/skills/response-uplift-modeling/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/response-uplift-modeling/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/response-uplift-modeling/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\response-uplift-modeling\SKILL.md on Windows. See the full install guide for step-by-step instructions.

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Response Uplift Modeling Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/response-uplift-modeling/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Response Uplift Modeling skill do?

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

When should I use the Response Uplift Modeling skill?

Use Response Uplift Modeling when your Claude Code task falls under the General category — specifically in the general misc area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Response Uplift Modeling" or describe the task and let Claude pick). Browse related skills at /category/general/.

What is a Claude Code skill and how does the Response Uplift Modeling skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Response Uplift Modeling is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA

ClaudSkills. (2026). Response Uplift Modeling [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/response-uplift-modeling/

BibTeX

@misc{response-uplift-modeling-2026,
  author    = {ClaudSkills},
  title     = {Response Uplift Modeling [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/response-uplift-modeling/}
}

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Badge

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Security scan

Grade A · scanned 2026-08-02 — free static scan against the OWASP Agentic Skills Top 10.

The scan flagged 1 of 10 categories (network), including lower-severity patterns. Patterns shown inside code fences are weighted as examples rather than instructions — read the grading methodology for what this does and does not guarantee.

✓ Prompt injection
✓ Data exfiltration
✓ Supply chain
✓ Reverse shell
✓ Credentials
✓ Execution
✓ Filesystem
✓ Persistence
✓ Obfuscation
⚠ Network

Show this grade on your repo (click to copy):

[![Security: A](https://img.shields.io/badge/Security-A-2e7d32)](https://claudskills.com/skills/response-uplift-modeling/#security)

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Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills. · What's New · Install guide · About · llms.txt

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