prompt-injection-detector ยท diff
git:20260325.a6b3a88 to git:20260507.313363d
69 added, 66 removed. Audit A to A.
- ---
- name: prompt-injection-detector
- description: Prompt injection detection and prevention for secure LLM applications
- allowed-tools:
- - Read
- - Write
- - Edit
- - Bash
- - Glob
- - Grep
- ---
-
- # Prompt Injection Detector Skill
-
- ## Capabilities
-
- - Detect prompt injection attempts
- - Implement input sanitization
- - Configure detection classifiers
- - Design defense layers
- - Implement canary token detection
- - Create injection logging and alerting
-
- ## Target Processes
-
- - prompt-injection-defense
- - tool-safety-validation
-
- ## Implementation Details
-
- ### Detection Methods
-
- 1. **Pattern Matching**: Known injection patterns
- 2. **ML Classifiers**: Trained injection detectors
- 3. **Canary Tokens**: Detect instruction override
- 4. **LLM-Based**: Use LLM to detect manipulation
- 5. **Perplexity Analysis**: Unusual input patterns
-
- ### Defense Strategies
-
- - Input preprocessing
- - Prompt structure design
- - Output validation
- - Sandboxed execution
- - Multi-layer defense
-
- ### Configuration Options
-
- - Detection threshold
- - Pattern rules
- - Classifier model
- - Action policies
- - Alerting settings
-
- ### Best Practices
-
- - Defense in depth
- - Regular pattern updates
- - Monitor false positives
- - Test with red-team inputs
-
- ### Dependencies
-
- - rebuff (optional)
- - transformers
- - Custom classifiers
+ ---
+ name: prompt-injection-detector
+ description: Prompt injection detection and prevention for secure LLM applications
+ allowed-tools:
+ - Read
+ - Write
+ - Edit
+ - Bash
+ - Glob
+ - Grep
+ graph:
+ domains: [domain:software-engineering]
+
+ ---
+
+ # Prompt Injection Detector Skill
+
+ ## Capabilities
+
+ - Detect prompt injection attempts
+ - Implement input sanitization
+ - Configure detection classifiers
+ - Design defense layers
+ - Implement canary token detection
+ - Create injection logging and alerting
+
+ ## Target Processes
+
+ - prompt-injection-defense
+ - tool-safety-validation
+
+ ## Implementation Details
+
+ ### Detection Methods
+
+ 1. **Pattern Matching**: Known injection patterns
+ 2. **ML Classifiers**: Trained injection detectors
+ 3. **Canary Tokens**: Detect instruction override
+ 4. **LLM-Based**: Use LLM to detect manipulation
+ 5. **Perplexity Analysis**: Unusual input patterns
+
+ ### Defense Strategies
+
+ - Input preprocessing
+ - Prompt structure design
+ - Output validation
+ - Sandboxed execution
+ - Multi-layer defense
+
+ ### Configuration Options
+
+ - Detection threshold
+ - Pattern rules
+ - Classifier model
+ - Action policies
+ - Alerting settings
+
+ ### Best Practices
+
+ - Defense in depth
+ - Regular pattern updates
+ - Monitor false positives
+ - Test with red-team inputs
+
+ ### Dependencies
+
+ - rebuff (optional)
+ - transformers
+ - Custom classifiers