skills/query_formulation_local/SKILL.md
# Query Formulation for Local Models ## Task Create 3-5 search queries from a research task. ## Output Format JSON array only. No explanation. ```json ["query 1", "query 2", "query 3"] ``` ## Step-by-Step Process 1. Find the MAIN TOPIC (2-3 key words) 2. Find RELATED TERMS (synonyms, methods) 3. Make SHORT queries (3-6 words each) 4. Output as JSON array ## Examples **Example 1:** Task: Find papers about machine learning for disease diagnosis ```json ["machine learning disease diagnosis",
npx skillsauth add prathamchopra001/inquiro skills/query_formulation_localInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Create 3-5 search queries from a research task.
JSON array only. No explanation.
["query 1", "query 2", "query 3"]
Example 1: Task: Find papers about machine learning for disease diagnosis
["machine learning disease diagnosis", "deep learning medical imaging", "AI healthcare prediction"]
Example 2: Task: Research carbon capture in forests
["forest carbon sequestration", "tree carbon storage rates", "reforestation climate mitigation"]
Example 3: Task: Investigate sensor networks for wildlife
["wildlife sensor monitoring", "IoT biodiversity tracking", "acoustic species detection"]
development
# SKILL.md: task_generation ## Task Description Generates focused research tasks to advance a scientific objective by addressing knowledge gaps and balancing exploration/exploitation. Prioritizes tasks that validate strong findings or explore high-impact hypotheses. ## Output Format **JSON Array** of objects with these fields: - `type`: "Exploration" (new hypotheses) or "Exploitation" (existing hypothesis validation) - `description`: Specific action to take (e.g., "Test hypothesis X un
development
```markdown # SKILL: Scoring ## Task Description This role is responsible for assigning scores or ratings based on predefined criteria. It involves evaluating information and applying a consistent scoring rubric. ## Output Format The output should be a JSON object with the following structure: ```json { "score": INTEGER, "reason": STRING, "confidence": FLOAT (0.0 to 1.0) } ``` ## Decision Framework 1. **Identify Criteria:** Understand the specific criteria to be used for scoring. This
development
```markdown # SKILL: schema_design ## Task Description This skill focuses on designing effective and well-structured schemas for various data types, ensuring data integrity and facilitating efficient data processing. It involves defining the structure, data types, and constraints for datasets. ## Output Format Output should be a well-formatted JSON schema definition, including: * `type`: Data type (e.g., "object", "string", "number", "array", "boolean") * `properties`: (For objects) A dict
development
```markdown # SKILL: Report Writing ## Task Description This skill focuses on synthesizing research findings into concise, well-structured reports. It involves identifying key themes, patterns, and insights from individual findings, and presenting them in a coherent and informative manner. ## Output Format The output should be a structured report, formatted as follows: ```json { "report_title": "Title of the Report", "executive_summary": "A brief overview of the report's key findings and