Writing
Draft Studio
Turns rough notes into polished drafts, outlines, emails, and reusable content snippets.
Core tool
Ryan Aditya's curated AI stack
Practical AI tools for faster work.
A focused collection of assistants, automations, and creative systems I use for research, content, analysis, and everyday productivity.
18
tools tracked
5
workflow groups
Weekly
updates planned
Directory
AI tools by job
Research
Research Desk
Collects source material, extracts useful claims, and keeps citations tied to notes.
Core tool
Automation
Workflow Agent
Runs repeatable multi-step tasks across apps, files, and recurring business processes.
Automation
Data
Data Analyst
Explores spreadsheets, summarizes drivers, explains visuals, and converts raw data into executive notes.
Analysis
Creative
Visual Lab
Generates campaign images, mockups, textures, thumbnails, and concept directions.
Creative
Research
Market Scanner
Tracks products, competitors, positioning, and changes worth reviewing each week.
ResearchNo tools match that search.
Loan analytics
Compare chatbot_v1 and chatbot_v2
chatbot_v1
Predefined KPI rulesAsk about KPIs, charts, dashboards, executive summaries, chart explanations, funnels, rankings, anomalies, data quality, comparisons, or performance drivers.
v1 uses predefined Python metrics and deterministic KPI rules.
chatbot_v2
Generated Python analysisAsk flexible questions about loan_sample.csv. v2 samples the CSV, generates a safe Python analysis function, runs it against the full file, and summarizes the computed result.
v2 is experimental and validates generated Python before running it in a separate process.
Workflow
From idea to useful output
The best tools are grouped by outcome: collect context, shape the work, generate a first pass, review the result, then save the useful pieces.
- 01Capture source material
- 02Choose the right assistant
- 03Review and refine output
- 04Save reusable prompts
Contact
Have a tool I should test?
Send Ryan the name, use case, and why it deserves a spot in the directory.