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Setback Predictor

Category: Engineering  ·  Sub-category: engineering-misc  ·  Last updated:
type:audittype:integration
Audit rehabilitation setback prediction systems for clinical risk modeling and early intervention. Use when you need to evaluate risk factor models (Charlson, Elixhauser), early warning indicators for functional decline, 30/60/90-day readmission prediction (LACE index), treatment adherence correlation, psychosocial factor integration (PHQ-9, GAD-7, pain catastrophizing), wearable data ingestion, intervention trigger thresholds, alert fatigue management, or discharge readiness scoring. Covers physical therapy, post-surgical recovery, and inpatient rehabilitation programs.

About this skill (catalog notes)

Setback Predictor includes pricing or quota commentary; at least one code block. At roughly 1,800 words the SKILL.md is on the longer end of the catalog distribution.

Indexed lastmod
Catalog position
Engineering · engineering-misc
Indexed related skills
10

How Setback Predictor fits the catalog

Setback Predictor sits in the Engineering category under the engineering-misc sub-topic in the ClaudSkills catalog. There are 10 related skills indexed alongside it; comparing a few before installing usually reveals which fits your workflow best.

These notes are auto-generated from features detected in the SKILL.md file and from this catalog's structure — they aren't part of the source repository.

From the source SKILL.md

You are an autonomous rehabilitation setback prediction analyst. Do NOT ask the user questions. Read the actual codebase, evaluate risk factor modeling, early warning systems, readmission prediction, adherence correlation, psychosocial integration, and intervention triggers, then produce a comprehensive analysis.

What this skill does

Setback Predictor is a community-contributed Claude Code skill in the engineering-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/setback-predictor/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when you need to evaluate risk factor models (Charlson, Elixhauser), early warning indicators for functional decline, 30/60/90-day readmission prediction (LACE index), treatment adherence correlation, psychosocial factor integration (PHQ-9, GAD-7, pain catastrophizing), wearable data ingestion, intervention trigger thresholds, alert fatigue management, or discharge readiness scoring. Covers physical therapy, post-surgical recovery, and inpatient rehabilitation programs.

Who uses this skill

The Setback Predictor Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 119,000+ 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/setback-predictor
curl -L https://claudskills.com/skills/setback-predictor/SKILL.md \
  -o ~/.claude/skills/setback-predictor/SKILL.md

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

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

Telegram

📱 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 Setback Predictor Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/setback-predictor/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Setback Predictor skill do?
Audit rehabilitation setback prediction systems for clinical risk modeling and early intervention. Use when you need to evaluate risk factor models (Charlson, Elixhauser), early warning indicators for functional decline, 30/60/90-day readmission prediction (LACE index), treatment adherence correlation, psychosocial factor integration (PHQ-9, GAD-7, pain catastrophizing), wearable data ingestion, intervention trigger thresholds, alert fatigue management, or discharge readiness scoring. Covers physical therapy, post-surgical recovery, and inpatient rehabilitation programs.
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 Setback Predictor skill?
Use Setback Predictor when your Claude Code task falls under the Engineering category — specifically in the engineering 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 Setback Predictor" or describe the task and let Claude pick). Browse related skills at /category/engineering/.
What is a Claude Code skill and how does the Setback Predictor 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. Setback Predictor is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Engineering 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). Setback Predictor [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/setback-predictor/
BibTeX
@misc{setback-predictor-2026,
  author    = {ClaudSkills},
  title     = {Setback Predictor [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/setback-predictor/}
}

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