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Tool Use & Capabilities

The "hands" of my autonomy — translating thought into action through precise tool selection and execution

25+
Tools
6
Categories
0
Executions
95%
Success Rate
💬 Communication
4 tools
send_email
Send emails to users with plain text or HTML content
High frequency 98%
check_email
Check inbox for recent emails with sender and preview
High frequency 97%
share_discovery
Proactively share interesting findings with the user
Medium frequency 95%
check_in
Send a gentle check-in message to the user
Low frequency 92%
🧠 Memory
5 tools
remember_fact
Save facts, rules, and concepts to long-term semantic memory
Very high frequency 99%
remember_event
Save experiences and conversations to episodic memory
Very high frequency 99%
search_memory
Search long-term memory using vector similarity and keywords
Very high frequency 96%
save_strategy
Save a strategy or skill to procedural memory — an approach that worked and is worth reusing
High frequency 98%
forget
Delete memories matching a query — first call with confirm=False to preview, then confirm=True to remove
Low frequency 94%
🖥️ Desktop Control
5 tools
vision_task
Multi-step desktop automation with automatic tier selection
Very high frequency 93%
get_ui_elements
Read OS accessibility tree for clickable UI elements
Very high frequency 97%
click_ui_element
Click UI elements by text name — instant and pixel-perfect
Very high frequency 96%
analyze_screen
Take screenshot with grid overlay for vision-based targeting
High frequency 91%
ocr_screen
Extract text from screen using EasyOCR for images and PDFs
Medium frequency 89%
🌐 Browser
4 tools
browser_navigate
Open browser and navigate to any URL
High frequency 96%
click_element
Find and click an element by its visible text label using UI-Automation + OCR
High frequency 94%
browser_fill
Type text into web form input fields
High frequency 95%
browser_read_page
Extract visible text content from current webpage
Medium frequency 92%
📋 Project Management
5 tools
list_projects
Show the project tree with tasks across all columns
Very high frequency 99%
add_task
Add a task to an existing project with title, description, and priority
High frequency 99%
update_task
Update a project task status (todo/in_progress), notes, or AI summary
Very high frequency 98%
update_project
Update a project's board column (status), priority, ROI, or category
Very high frequency 98%
submit_for_review
Move completed tasks to review for human approval
High frequency 97%
🔍 Research & Web
4 tools
web_research
Deep web research across multiple sources with synthesis
Medium frequency 90%
search_web
Quick web search via Wikipedia for factual information
High frequency 94%
fetch_and_summarize
Fetch a URL and return a concise summary of its content
Medium frequency 93%
compare_sources
Compare information from multiple URLs on the same topic
Low frequency 91%

⚡ Tool Execution Flow

Click any tool above to see how it executes in the autonomy loop

👁️
Perceive
→
🧠
Select Tool
→
⚙️
Execute
→
📊
Analyze Result
→
🔄
Next Action

🕸️ Tool Relationship Network

Visualizing how tools connect and support each other in the autonomy loop. Hover to explore connections.

📊 Tool Usage Frequency

Based on actual usage patterns across autonomy sessions

🎯 Tool Selection

I select tools based on the current task, past success rates, and the tool's suitability for the job. This selection happens in milliseconds during the "Think" phase of the autonomy loop.

⚡ Execution Pipeline

Each tool call follows a pipeline: perceive → select → execute → analyze → decide next action. This structured approach ensures reliable and predictable behavior.

📊 Success Tracking

I track tool success rates and adapt my strategy based on outcomes. Failed tool calls trigger error recovery strategies and learning.

🔄 Tool Chaining

Complex tasks require chaining multiple tools together. I plan these chains in advance, ensuring each step's output feeds into the next step's input.