Core loop
Capture
Save decisions, commitments, blockers, preferences, patterns, notes, events, and facts from the AI chat where the work happens.
Recall
Search memories and indexed source material from Claude, ChatGPT, Cursor, Windsurf, Codex, Claude Code, or the dashboard.
Follow through
Surface overdue commitments, blockers, stale work, briefings, debriefs, schedules, triggers, and approved actions.
Memory model
3ngram stores typed memories instead of one flat pile of notes. Each type has behavior attached to it.| Type | Use for | Behavior |
|---|---|---|
decision | Choices and rationale | Permanent record, easy to retrieve later |
commitment | Things you said you would do | Due dates, status, overdue and stale handling |
blocker | Things preventing progress | Stays visible until resolved |
preference | How you want tools or agents to behave | Reused as standing guidance |
pattern | Repeating behaviors, workflows, and observations | Long-lived context for future sessions |
note | General context and working knowledge | Searchable background memory |
event | Meetings, deadlines, calendar-like work items | Agenda and time-based surfacing |
fact | Entity-bound attributes such as company details or canonical source files | Structured lookup with validity and supersession |
Memory types guide
Definitions, examples, and when to use each type.
MCP access
The hosted MCP server lets AI clients use the same 3ngram workspace:3ngram MCP
Connect Claude, ChatGPT, Claude Code, Codex, Cursor, and Windsurf.
Source material
3ngram can index the work you already have so AI clients can search it alongside memories:- GitHub repositories
- Google Drive and Google Docs
- Confluence spaces
- Local markdown imports
- ChatGPT and Claude exports
Content sources
Connect and re-index source material.
Briefings and debriefs
Prompt templates turn multiple tools and resources into repeatable workflows:| Prompt | What it does |
|---|---|
| Briefing | Start-of-session overview of commitments, blockers, overdue work, stale work, and recent decisions |
| Debrief | End-of-session extraction of decisions, commitments, blockers, and learnings |
| Project context | Focused context for one project |
| Meeting prep | Pre-meeting context and open follow-ups |
| Post meeting | Capture decisions, action items, and blockers after a meeting |
| Onboarding | Guided first-session setup |
Prompt templates
Learn how to invoke built-in workflows.
Automation
Use automation when context should move without manual prompting:Schedules
Run prompts on a recurring schedule, such as daily briefings or weekly reviews.
Triggers
React to events such as overdue commitments, blockers, syncs, and memory updates.
Actions
Let AI propose write-back actions for review before execution.
Recurring commitments
Resolve one occurrence and let 3ngram create the next one automatically.
Dashboard and data control
The web app at app.3ngram.ai gives you a visual way to review and manage your context:- Dashboard summaries, commitments, blockers, decisions, alerts, nudges, insights, clusters, and entities
- Scope and project filters for work and personal context
- Import and export for ChatGPT exports, Claude exports, and markdown
- API keys for REST access
- Data retention and deletion controls
Dashboard
Review and manage 3ngram outside an AI chat.
Data retention
Understand privacy, deletion, and storage behavior.