Available Tools - Complete Schemas

Log reasoning thoughts in a dedicated scratchpad. Provides structured thinking space for step-by-step problem solving. Foundation of the 54% performance improvement from Anthropic research.

Multi-model collaborative reasoning with 10+ specialized modes (deep-reasoning, code-brainstorm, architecture-debate, etc.). Coordinate different AI models to solve problems together.

Sequential thinking with branching and revision. Break complex problems into steps, track progress through reasoning chains, and revise thinking when needed.

Live web search using Grok-4 with advanced filtering. Configure sources (web/news/x/rss), domain restrictions, recency filters, and max results. IMPORTANT: Costs $5 per 1000 sources searched.

Deep logical reasoning with Grok using first principles thinking. Break down complex problems to fundamental truths and build solutions from the ground up.

Code analysis, optimization, debugging, review, and refactoring with Grok 4. Specialized for technical tasks requiring deep code understanding.

Deep debugging assistance with context-aware analysis. Grok examines errors, code, and context to find root causes and suggest fixes.

System architecture and design for small/medium/large/enterprise scale. Design scalable systems with proper constraints and requirements.

Creative brainstorming with Grok 4 Heavy for deep creative thinking. Generate innovative ideas with configurable constraints and quantity.

Web search with real-time information using Perplexity Sonar Pro. Filter by recency (hour/day/week/month/year) and search domains (general/academic/news/social).

Deep research with evidence gathering and synthesis. Ask multiple questions, gather evidence, and combine insights into comprehensive analysis.

Complex reasoning with Perplexity Sonar Reasoning Pro. Analytical, creative, systematic, or comparative approaches for deep problem solving.

Generate ASCII visualization of workflow structure showing steps, tools, models, parallel execution, and conditional logic. Perfect for understanding workflow composition.

Start a workflow in step-by-step streaming mode. Execute one step at a time with session management for long-running workflows. Returns session ID for continuing execution.

Continue executing the next step of a streaming workflow session. Use the session ID returned from workflow_start or previous continue_workflow calls.

Check the progress and status of a running streaming workflow session. Shows completed steps, current step, remaining steps, and latest output.

Execute multi-step tool sequences from YAML/JSON files. Variable interpolation, parallel execution, unlimited steps. Build complex automated reasoning processes.

List all available workflow templates and custom workflows in your project directory.

Create custom workflows from templates (code-review/brainstorm/debug/research/custom). Define your own tool sequences with YAML/JSON.

Validate workflow YAML/JSON content for correctness. Checks syntax, interpolation references, tool names, and circular dependencies. Returns detailed error messages with fix suggestions.

Validate a workflow file from filesystem. Same validation as validate_workflow but reads from file path. Checks syntax, tool names, variable references, and dependencies.

Creative brainstorming with GPT-5/GPT-5-mini/GPT-5-nano. Choose model variant, reasoning effort (minimal/low/medium/high), verbosity levels, and style.

Mathematical and scientific reasoning using GPT-5-mini. Excels at logical analysis, mathematical proofs, scientific reasoning, and analytical problem-solving.

Comprehensive code review with GPT-5. Focus on security, performance, readability, bugs, or best practices. Get detailed feedback and improvement suggestions.

Explain complex concepts at different levels (beginner/intermediate/expert) using various styles (technical/simple/analogy/visual). Perfect for learning and teaching.

Multi-model consensus and conflict resolution using GPT-5-mini. Compare options, identify conflicts, and provide recommendations based on criteria.

Collaborative ideation with Gemini. Multi-round brainstorming where Gemini builds upon previous thoughts to generate deeper insights.

Code quality, security, performance, and bug analysis with Gemini. Focus on specific aspects or get general comprehensive analysis.

Text analysis for sentiment, summary, entities, key points, or general insights. Extract structured information from unstructured text.

Qwen3-Coder (480B MoE model) for code generation, review, optimization, debugging, refactoring, and explanation. Free tier available.

Qwen3-Competitive for competitive programming, algorithmic challenges, and LeetCode-style problems. Only enabled when ENABLE_QWEN_COMPETITIVE=true.

Advanced agentic reasoning with Moonshot AI's Kimi K2 (1T MoE, 32B active, 256k context). Excels at long-horizon reasoning, multi-step analysis, and complex problem-solving. Leading open-source agentic reasoning model.