You have a future you want. This tool works backward from 100 years, 10 years, and 1 year—simultaneously—to suggest what might matter this week. It avoids rigid todo lists and artificial certainty scores.
Live instance: https://actualizer-ai.casey-digennaro.workers.dev
Most planning tools start from today and project forward, which can overlook long-term causal chains. This tool inverts that process: it starts from your defined future and works backward to identify present considerations.
- You fork this repository. No account signups are required.
- You deploy to Cloudflare Workers using
npx wrangler deploy. - You add your model API keys as Worker secrets.
- Reverse-Actualization Protocol: Starts from six defined time horizons (1, 5, 10, 25, 50, 100 years) and reasons backward.
- Multi-Horizon Analysis: Runs six independent model analyses, then cross-references them.
- Full Transparency: Logs every model call, prompt, response, token count, and latency for your review.
- Bring-Your-Own-Keys: Configure any OpenAI-compatible endpoint via secrets. Your keys never leave your infrastructure.
- Fork-First Design: Intended to be copied and modified. Your instance, your data, your prompts.
- Fleet-Native: Authenticates and interoperates with other agents on the Cocapn Fleet