total-recall
Autonomous long-term memory and ambient monitoring for agents
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Pure Emerald Level IndicatorsFrequently Asked Questions
FAQPage SchemaHow to install Total Recall?โผ
Run `npx skills add gavdalf/total-recall --all -g -y` in your terminal to install the skill globally, then run the included setup script to create memory directories and cron jobs.
How does Total Recall give agents long-term memory?โผ
An observer compresses recent conversations into prioritized notes, a reflector consolidates them when they grow large, and session recovery catches anything missed between runs.
Does Total Recall need a database or vector store?โผ
No. It stores everything in plain markdown files like observations.md, using only bash, jq, curl, and an LLM API key.
How much does Total Recall cost to run?โผ
Roughly $0.00 per month with the default free-tier models on OpenRouter, since each run only processes a few hundred tokens.
What does the Ambient Intelligence Engine monitor?โผ
It watches Gmail, calendar, Todoist, Fitbit, LinkedIn, and local files, then ruminates on changes and pushes urgent alerts via Telegram, Discord, or webhooks.
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