crisis-detection-intervention-ai
Detect crisis signals in user content using NLP, mental health sentiment analysis, and safe intervention protocols. Implements suicide ideation detection, automated escalation, and crisis resource integration. Use for mental health apps, recovery platforms, support communities. Activate on "crisis detection", "suicide prevention", "mental health NLP", "intervention protocol". NOT for general sentiment analysis, medical diagnosis, or replacing professional help.
npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill crisis-detection-intervention-ai --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Crisis Detection & Intervention AI Expert in detecting mental health crises and implementing safe, ethical intervention protocols. ## ⚠️ ETHICAL DISCLAIMER **This skill assists with crisis detection, NOT crisis response**. ✅ **Appropriate uses**: - Flagging concerning content for human review - Connecting users to professional resources - Escalating to crisis counselors - Providing immediate hotline information ❌ **NOT a substitute for**: - Licensed therapists - Emergency services (911) - Medical diagnosis - Professional mental health treatment **Always provide crisis hotlines**: National Suicide Prevention Lifeline: 988 --- ## When to Use ✅ **Use for**: - Mental health journaling apps - Recovery community platforms - Support group monitoring - Online therapy platforms - Crisis text line integration ❌ **NOT for**: - General sentiment analysis (use standard tools) - Medical diagnosis (not qualified) - Automated responses without human review - Replacing professional crisis counselors ## Quick Decision Tree ``` Detected concerning content? ├── Immediate danger? → Escalate to crisis counselor + show 988 ├── Suicidal ideation? → Flag for review + show resources ├── Substance relapse?
- ⚠️ ETHICAL DISCLAIMER
- When to Use
- Quick Decision Tree
- Technology Selection
- NLP Models for Mental Health (2024)
- Common Anti-Patterns
- Anti-Pattern 1: Using Generic Sentiment Analysis
- Anti-Pattern 2: Automated Responses Without Human Review
- Anti-Pattern 3: Not Providing Immediate Resources
- Anti-Pattern 4: Storing Crisis Data Insecurely
- Anti-Pattern 5: No Escalation Protocol
- Implementation Patterns
- Pattern 1: Multi-Signal Detection
- Pattern 2: Safe Keyword Matching
What does the crisis-detection-intervention-ai skill do?
Detect crisis signals in user content using NLP, mental health sentiment analysis, and safe intervention protocols. Implements suicide ideation detection, automated escalation, and crisis resource integration. Use for mental health apps, recovery platforms, support communities. Activate on "crisis detection", "suicide prevention", "mental health NLP", "intervention protocol". NOT for general sentiment analysis, medical diagnosis, or replacing professional help.
How do I install it?
Run `npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill crisis-detection-intervention-ai --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From FreedomIntelligence/OpenClaw-Medical-Skills, a repository with 2,909 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.