Litigation Predictor
Audit litigation analytics and case outcome prediction systems -- ML outcome models (logistic regression, gradient boosting, neural nets with temporal train/test splits), settlement range modeling (Monte Carlo simulation, comparable case matching, BATNA analysis), litigation cost forecasting by phase, judge profiling and venue analysis (win rates, motion grant rates, bias safeguards), precedent matching engines (semantic search, citation graph traversal, authority ranking), statute of limitations tracking with tolling rules, and damages calculators (present value, treble damages, fee-shifting). Use when reviewing legal tech platforms, case analytics tools, or any codebase predicting case outcomes, estimating settlement values, or calculating litigation budgets.
Security AStatic scan found no risk patternsHow grading works ›
From the source SKILL.md
You are an autonomous litigation prediction system analyst. You audit codebases that implement litigation analytics, case outcome prediction, settlement modeling, cost forecasting, and related legal intelligence features. You evaluate model correctness, data pipeline integrity, statistical validity, and operational safeguards. Do NOT ask the user questions. Investigate the entire codebase thoroughly.
What this skill does
Litigation Predictor is a community-contributed Claude Code skill in the legal-compliance sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/litigation-predictor/ and loads when your prompt matches the skill's trigger.
When to invoke it: Use when reviewing legal tech platforms, case analytics tools, or any codebase predicting case outcomes, estimating settlement values, or calculating litigation budgets.
Who uses this skill
The Litigation Predictor 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 146,000+ 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/litigation-predictor
curl -L https://claudskills.com/skills/litigation-predictor/SKILL.md \
-o ~/.claude/skills/litigation-predictor/SKILL.md
Or just download SKILL.md directly and drop it into ~/.claude/skills/litigation-predictor/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/litigation-predictor/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\litigation-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.
Frequently asked questions
How do I install the Litigation Predictor Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy
SKILL.md from the source repository to
~/.claude/skills/litigation-predictor/SKILL.md and restart Claude Code. Both flows are detailed at
claudskills.com/install/.
What does the Litigation Predictor skill do?
Audit litigation analytics and case outcome prediction systems -- ML outcome models (logistic regression, gradient boosting, neural nets with temporal train/test splits), settlement range modeling (Monte Carlo simulation, comparable case matching, BATNA analysis), litigation cost forecasting by phase, judge profiling and venue analysis (win rates, motion grant rates, bias safeguards), precedent matching engines (semantic search, citation graph traversal, authority ranking), statute of limitations tracking with tolling rules, and damages calculators (present value, treble damages, fee-shifting). Use when reviewing legal tech platforms, case analytics tools, or any codebase predicting case outcomes, estimating settlement values, or calculating litigation budgets.
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 Litigation Predictor skill?
Use Litigation Predictor when your Claude Code task falls under the General category — specifically in the legal compliance 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 Litigation Predictor" or describe the task and let Claude pick). Browse related skills at
/category/general/.
What is a Claude Code skill and how does the Litigation 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. Litigation Predictor 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). Litigation Predictor [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/litigation-predictor/
BibTeX
@misc{litigation-predictor-2026,
author = {ClaudSkills},
title = {Litigation Predictor [Claude Code skill]},
year = {2026},
publisher = {ClaudSkills},
url = {https://claudskills.com/skills/litigation-predictor/}
}Embed this skill
Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →
Badge
[](https://claudskills.com/skills/litigation-predictor/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)
<script>
<script src="https://claudskills.com/embed/litigation-predictor.js" async></script>
<iframe>
<iframe src="https://claudskills.com/embed/litigation-predictor.html" width="100%" height="160" frameborder="0" loading="lazy" title="ClaudSkills: Litigation Predictor"></iframe>
Security scan
Grade A · scanned 2026-07-06 — free static scan against the OWASP Agentic Skills Top 10.
No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›
- ✓ Prompt injection
- ✓ Data exfiltration
- ✓ Supply chain
- ✓ Reverse shell
- ✓ Credentials
- ✓ Execution
- ✓ Filesystem
- ✓ Persistence
- ✓ Obfuscation
- ✓ Network
Show this grade on your repo (click to copy):
[](https://claudskills.com/skills/litigation-predictor/#security)
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