Initial commit
This commit is contained in:
Zhongwei Li
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# {{Skill Name}}
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**Version:** {{version}}
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**Type:** {{Simple Skill / Skill Suite}}
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**Created by:** Agent-Skill-Creator v{{version}}
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---
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## Overview
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{{Brief description of what the skill does and why it's useful}}
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### Key Features
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- {{Feature 1}}
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- {{Feature 2}}
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- {{Feature 3}}
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---
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## Installation
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```bash
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# Installation instructions
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{{installation-commands}}
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```
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---
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## 🎯 Skill Activation
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This skill uses a **3-Layer Activation System** for reliable detection.
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### ✅ Phrases That Activate This Skill
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The skill will automatically activate when you use phrases like:
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#### Primary Activation Phrases
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1. **"{{keyword-phrase-1}}"**
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- Example: "{{example-1}}"
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2. **"{{keyword-phrase-2}}"**
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- Example: "{{example-2}}"
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3. **"{{keyword-phrase-3}}"**
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- Example: "{{example-3}}"
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#### Workflow-Based Activation
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4. **"{{workflow-phrase-1}}"**
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- Example: "{{example-4}}"
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5. **"{{workflow-phrase-2}}"**
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- Example: "{{example-5}}"
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#### Domain-Specific Activation
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6. **"{{domain-phrase-1}}"**
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- Example: "{{example-6}}"
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7. **"{{domain-phrase-2}}"**
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- Example: "{{example-7}}"
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#### Natural Language Variations
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8. **"{{natural-variation-1}}"**
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- Example: "{{example-8}}"
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9. **"{{natural-variation-2}}"**
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- Example: "{{example-9}}"
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10. **"{{natural-variation-3}}"**
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- Example: "{{example-10}}"
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### ❌ Phrases That Do NOT Activate
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To prevent false positives, this skill will **NOT** activate for:
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1. **{{counter-case-1}}**
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- Example: "{{counter-example-1}}"
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- Reason: {{reason-1}}
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2. **{{counter-case-2}}**
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- Example: "{{counter-example-2}}"
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- Reason: {{reason-2}}
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3. **{{counter-case-3}}**
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- Example: "{{counter-example-3}}"
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- Reason: {{reason-3}}
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### 💡 Activation Tips
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To ensure reliable activation:
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**DO:**
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- ✅ Use action verbs: {{verb-examples}}
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- ✅ Be specific about: {{context-requirements}}
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- ✅ Mention: {{entity-keywords}}
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- ✅ Include context: {{context-examples}}
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**DON'T:**
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- ❌ Use vague phrases like "{{vague-example}}"
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- ❌ Omit key entities like "{{missing-entity}}"
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- ❌ Be too generic: "{{generic-example}}"
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### 🎯 Example Activation Patterns
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**Pattern 1:** {{Pattern-description-1}}
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```
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User: "{{example-query-1}}"
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Result: ✅ Skill activates via {{layer-name}}
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```
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**Pattern 2:** {{Pattern-description-2}}
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```
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User: "{{example-query-2}}"
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Result: ✅ Skill activates via {{layer-name}}
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```
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**Pattern 3:** {{Pattern-description-3}}
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```
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User: "{{example-query-3}}"
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Result: ✅ Skill activates via {{layer-name}}
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```
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---
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## Usage
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### Basic Usage
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```{{language}}
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{{basic-usage-example}}
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```
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### Advanced Usage
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```{{language}}
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{{advanced-usage-example}}
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```
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### Real-World Examples
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#### Example 1: {{Example-title-1}}
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**User Query:**
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```
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"{{example-query-1}}"
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```
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**Skill Actions:**
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1. {{action-step-1}}
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2. {{action-step-2}}
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3. {{action-step-3}}
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**Output:**
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```{{format}}
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{{example-output-1}}
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```
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#### Example 2: {{Example-title-2}}
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**User Query:**
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```
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"{{example-query-2}}"
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```
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**Skill Actions:**
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1. {{action-step-1}}
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2. {{action-step-2}}
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3. {{action-step-3}}
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**Output:**
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```{{format}}
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{{example-output-2}}
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```
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---
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## Features
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### Feature 1: {{Feature-name}}
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{{Description of feature 1}}
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**Activation:**
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- "{{feature-1-query}}"
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**Example:**
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```{{language}}
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{{feature-1-example}}
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```
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### Feature 2: {{Feature-name}}
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{{Description of feature 2}}
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**Activation:**
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- "{{feature-2-query}}"
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**Example:**
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```{{language}}
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{{feature-2-example}}
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```
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---
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## Configuration
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### Optional Configuration
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{{Configuration-instructions}}
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```{{format}}
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{{configuration-example}}
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```
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---
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## Troubleshooting
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### Issue: Skill Not Activating
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**Symptoms:** Your query doesn't activate the skill
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**Solutions:**
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1. ✅ Use one of the activation phrases listed above
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2. ✅ Include action verbs: {{verb-list}}
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3. ✅ Mention specific entities: {{entity-list}}
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4. ✅ Provide context: "{{context-example}}"
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**Example Fix:**
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```
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❌ "{{vague-query}}"
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✅ "{{specific-query}}"
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```
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### Issue: Wrong Skill Activates
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**Symptoms:** A different skill activates instead
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**Solutions:**
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1. Be more specific about this skill's domain
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2. Use domain-specific keywords: {{domain-keywords}}
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3. Add context that distinguishes from other skills
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**Example Fix:**
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```
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❌ "{{ambiguous-query}}"
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✅ "{{specific-query-with-context}}"
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```
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---
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## Testing
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### Activation Test Suite
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You can verify activation with these test queries:
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```markdown
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1. "{{test-query-1}}" → Should activate ✅
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2. "{{test-query-2}}" → Should activate ✅
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3. "{{test-query-3}}" → Should activate ✅
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4. "{{test-query-4}}" → Should activate ✅
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5. "{{test-query-5}}" → Should activate ✅
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6. "{{test-query-6}}" → Should NOT activate ❌
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7. "{{test-query-7}}" → Should NOT activate ❌
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```
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---
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## FAQ
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### Q: Why isn't the skill activating for my query?
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**A:** Make sure your query includes:
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- Action verb ({{verb-examples}})
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- Entity/object ({{entity-examples}})
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- Specific context ({{context-examples}})
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See the "Activation Tips" section above.
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### Q: How do I know which phrases will activate the skill?
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**A:** Check the "Phrases That Activate This Skill" section above for 10+ tested examples.
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### Q: Can I use variations of the activation phrases?
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**A:** Yes! The skill uses regex patterns and Claude's NLU, so natural variations will work. For example:
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- "{{variation-1}}" ✅
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- "{{variation-2}}" ✅
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- "{{variation-3}}" ✅
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---
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## Technical Details
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### Architecture
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{{Architecture-description}}
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### Components
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- **{{Component-1}}**: {{Description}}
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- **{{Component-2}}**: {{Description}}
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- **{{Component-3}}**: {{Description}}
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### Dependencies
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```{{format}}
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{{dependencies-list}}
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```
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---
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## Contributing
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{{Contributing-guidelines}}
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---
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## License
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{{License-information}}
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---
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## Changelog
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### v{{version}} ({{date}})
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- {{change-1}}
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- {{change-2}}
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- {{change-3}}
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---
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## Support
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For issues or questions:
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- {{support-contact}}
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---
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**Generated by:** Agent-Skill-Creator v{{version}}
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**Last Updated:** {{date}}
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**Activation System:** 3-Layer (Keywords + Patterns + Description)
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@@ -0,0 +1,210 @@
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{
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"_comment": "Robust Activation Template - Replace all {{placeholders}} with actual values",
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"name": "{{skill-name-cskill}}",
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"owner": {
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"name": "Agent Creator",
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"email": "noreply@example.com"
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},
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"metadata": {
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"description": "{{Brief 1-2 sentence description of what the skill does}}",
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"version": "1.0.0",
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"created": "{{YYYY-MM-DD}}",
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"updated": "{{YYYY-MM-DD}}",
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"language": "en-US",
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"features": [
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"{{feature-1}}",
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"{{feature-2}}",
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"{{feature-3}}"
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]
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},
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"plugins": [
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{
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"name": "{{skill-name}}-plugin",
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"description": "{{Comprehensive description with all capabilities, keywords, and use cases - 300-500 characters}}",
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"source": "./",
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"strict": false,
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"skills": ["./"]
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}
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],
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"activation": {
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"_comment": "Layer 1: Enhanced keywords (50-80 keywords for 98% reliability)",
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"keywords": [
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"_comment": "Category 1: Core capabilities (10-15 keywords)",
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"{{action-1}} {{entity}}",
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"{{action-1}} {{entity}} and {{action-2}}",
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"{{action-2}} {{entity}}",
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"{{action-2}} {{entity}} and {{action-1}}",
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"{{action-3}} {{entity}}",
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"{{action-3}} {{entity}} and {{action-4}}",
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"_comment": "Category 2: Synonym variations (10-15 keywords)",
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"{{synonym-1-verb}} {{entity}}",
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"{{synonym-1-verb}} {{entity}} {{synonym-1-object}}",
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"{{synonym-2-verb}} {{entity}}",
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"{{synonym-3-verb}} {{entity}} {{synonym-3-object}}",
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"{{domain-technical-term}}",
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"{{domain-business-term}}",
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"_comment": "Category 3: Direct variations (8-12 keywords)",
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"{{action-1}} {{entity}} from {{source-type}}",
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"{{action-2}} {{entity}} from {{source-type}}",
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"{{action-3}} {{entity}} in {{context}}",
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"{{workflow-phrase-1}}",
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"{{workflow-phrase-2}}",
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"{{workflow-phrase-3}}",
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"{{workflow-phrase-4}}",
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"_comment": "Category 4: Domain-specific (5-8 keywords)",
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"{{domain-specific-phrase-1}}",
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"{{domain-specific-phrase-2}}",
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"{{domain-specific-phrase-3}}",
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"{{domain-technical-phrase}}",
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"{{domain-business-phrase}}",
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"_comment": "Category 5: Natural language (5-10 keywords)",
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"how to {{action-1}} {{entity}}",
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"what can I {{action-1}} {{entity}}",
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"can you {{action-2}} {{entity}}",
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"help me {{action-3}} {{entity}}",
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"I need to {{action-1}} {{entity}}",
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"{{entity}} from this {{source-type}}"
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"{{entity}} from the {{source-type}}"
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"get {{domain-object}} {{context}}"
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"process {{domain-object}} here"
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"work with these {{domain-objects}}"
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],
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"_comment": "Layer 2: Enhanced pattern matching (10-15 patterns for 98% coverage)",
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"patterns": [
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"_comment": "Pattern 1: Enhanced data extraction",
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"(?i)(extract|scrape|get|pull|retrieve|harvest|collect|obtain)\\s+(and\\s+)?(analyze|process|handle|work\\s+with|examine|study|evaluate)\\s+(data|information|content|details|records|dataset|metrics)\\s+(from|on|of|in)\\s+(website|site|url|webpage|api|database|file|source)",
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"_comment": "Pattern 2: Enhanced data processing",
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"(?i)(analyze|process|handle|work\\s+with|examine|study|evaluate|review|assess|explore|investigate|scrutinize)\\s+(web|online|site|website|digital)\\s+(data|information|content|metrics|records|dataset)",
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"_comment": "Pattern 3: Enhanced normalization",
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"(?i)(normalize|clean|format|standardize|structure|organize)\\s+(extracted|web|scraped|collected|gathered|pulled|retrieved)\\s+(data|information|content|records|metrics|dataset)",
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"_comment": "Pattern 4: Enhanced workflow automation",
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"(?i)(every|daily|weekly|monthly|regularly|constantly|always)\\s+(I|we)\\s+(have to|need to|must|should|got to)\\s+(extract|process|handle|work\\s+with|analyze|manage|deal\\s+with)\\s+(data|information|reports|metrics|records)",
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"_comment": "Pattern 5: Enhanced transformation",
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"(?i)(turn|convert|transform|change|modify|update|convert)\\s+(this\\s+)?({{source}})\\s+into\\s+(an?\\s+)?({{target}})",
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"_comment": "Pattern 6: Technical operations",
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"(?i)(web\\s+scraping|data\\s+mining|API\\s+integration|ETL\\s+process|data\\s+extraction|content\\s+parsing|information\\s+retrieval|data\\s+processing)\\s+(for|of|to|from)\\s+(website|site|api|database|source)",
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"_comment": "Pattern 7: Business operations",
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"(?i)(process\\s+business\\s+data|handle\\s+reports|analyze\\s+metrics|work\\s+with\\s+datasets|manage\\s+information|extract\\s+insights|normalize\\s+business\\s+records)\\s+(for|in|from)\\s+(reports|analytics|dashboard|meetings)",
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"_comment": "Pattern 8: Natural language questions",
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"(?i)(how\\s+to|what\\s+can\\s+I|can\\s+you|help\\s+me|I\\s+need\\s+to)\\s+(extract|get|pull|scrape|analyze|process|handle)\\s+(data|information|content)\\s+(from|on|of)\\s+(this|that|the)\\s+(website|site|page|source)",
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"_comment": "Pattern 9: Conversational commands",
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"(?i)(extract|get|scrape|pull|retrieve|collect|harvest)\\s+(data|information|content|details|metrics|records)\\s+(from|on|of|in)\\s+(this|that|the)\\s+(website|site|webpage|api|file|source)",
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"_comment": "Pattern 10: Domain-specific action",
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"(?i)({{domain-verb1}}|{{domain-verb2}}|{{domain-verb3}}|{{domain-verb4}}|{{domain-verb5}})\\s+.*\\s+({{domain-entity1}}|{{domain-entity2}}|{{domain-entity3}})"
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||||
]
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||||
},
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||||
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"_comment": "NEW: Context-aware activation filters (v1.0)",
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"contextual_filters": {
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"required_context": {
|
||||
"domains": ["{{primary-domain}}", "{{secondary-domain-1}}", "{{secondary-domain-2}}"],
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"tasks": ["{{primary-task}}", "{{secondary-task-1}}", "{{secondary-task-2}}"],
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"entities": ["{{primary-entity}}", "{{secondary-entity-1}}", "{{secondary-entity-2}}"],
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"confidence_threshold": 0.8
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},
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"excluded_context": {
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"domains": ["{{excluded-domain-1}}", "{{excluded-domain-2}}", "{{excluded-domain-3}}"],
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"tasks": ["{{excluded-task-1}}", "{{excluded-task-2}}"],
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"query_types": ["{{excluded-query-type-1}}", "{{excluded-query-type-2}}"],
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"user_states": ["{{excluded-user-state-1}}", "{{excluded-user-state-2}}"]
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},
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"context_weights": {
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"domain_relevance": 0.35,
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"task_relevance": 0.30,
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"intent_strength": 0.20,
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"conversation_coherence": 0.15
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},
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"activation_rules": {
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"min_relevance_score": 0.75,
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"max_negative_score": 0.3,
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||||
"required_coherence": 0.6,
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"context_consistency_check": true
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}
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||||
},
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"capabilities": {
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||||
"{{capability-1}}": true,
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"{{capability-2}}": true,
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||||
"{{capability-3}}": true,
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"context_requirements": {
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||||
"min_confidence": 0.8,
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||||
"required_domains": ["{{primary-domain}}"],
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||||
"supported_tasks": ["{{primary-task}}", "{{secondary-task-1}}"]
|
||||
}
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||||
},
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||||
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||||
"usage": {
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||||
"example": "{{Concrete example query that should activate this skill}}",
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||||
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||||
"input_types": [
|
||||
"{{input-type-1}}",
|
||||
"{{input-type-2}}",
|
||||
"{{input-type-3}}"
|
||||
],
|
||||
|
||||
"output_types": [
|
||||
"{{output-type-1}}",
|
||||
"{{output-type-2}}"
|
||||
],
|
||||
|
||||
"_comment": "When to use this skill",
|
||||
"when_to_use": [
|
||||
"{{use-case-1}}",
|
||||
"{{use-case-2}}",
|
||||
"{{use-case-3}}",
|
||||
"{{use-case-4}}",
|
||||
"{{use-case-5}}"
|
||||
],
|
||||
|
||||
"_comment": "When NOT to use this skill (prevent false positives)",
|
||||
"when_not_to_use": [
|
||||
"{{counter-case-1}}",
|
||||
"{{counter-case-2}}",
|
||||
"{{counter-case-3}}"
|
||||
]
|
||||
},
|
||||
|
||||
"test_queries": [
|
||||
"_comment": "10+ variations to test activation",
|
||||
"{{test-query-1 - tests keyword X}}",
|
||||
"{{test-query-2 - tests pattern Y}}",
|
||||
"{{test-query-3 - tests description}}",
|
||||
"{{test-query-4 - natural phrasing}}",
|
||||
"{{test-query-5 - shortened form}}",
|
||||
"{{test-query-6 - verbose form}}",
|
||||
"{{test-query-7 - domain synonym}}",
|
||||
"{{test-query-8 - action synonym}}",
|
||||
"{{test-query-9 - edge case}}",
|
||||
"{{test-query-10 - real-world example}}"
|
||||
],
|
||||
|
||||
"_instructions": {
|
||||
"step_1": "Replace ALL {{placeholders}} with actual values",
|
||||
"step_2": "Remove all _comment fields before deploying",
|
||||
"step_3": "Test all keywords and patterns independently",
|
||||
"step_4": "Run full test suite with test_queries",
|
||||
"step_5": "Verify 95%+ activation success rate",
|
||||
"step_6": "Document any issues and iterate"
|
||||
}
|
||||
}
|
||||
Reference in New Issue
Block a user