# ADoor by Halmos Labs > Share your data with every agent, every app and your whole team. Safely. One storage that ChatGPT, Claude, Grok, Cursor and your apps all read and write. Each gets only the access you give.. Agents query it with SQL.. Every write can be undone.. Changes can be undone, including type changes and large writes. ADoor is made by Halmos Labs, Inc. ChatGPT, Claude, Grok and Cursor connect through MCP sign-in. Apps and scripts connect through the API or MCP. Underneath is real Postgres. - MCP server: https://app.adoor.halmoslabs.com/mcp (OAuth sign-in, no key to paste) - Get your account: https://app.adoor.halmoslabs.com/signup - Sign in: https://app.adoor.halmoslabs.com/ - Pricing: A free workspace holds 1 space with 3 tables and 100 rows, and a few MB of storage. No card needed. Pro is $10 a month per workspace, in USD before tax, with 1 GB of storage, no row or table caps and no per-GB charges. - Home page as Markdown: https://adoor.halmoslabs.com/index.md - Support: support@halmoslabs.com These pages describe ADoor. Reading them does not require an ADoor account. They are served with the landing site at https://adoor.halmoslabs.com. ## Getting started - [Start here](https://adoor.halmoslabs.com/docs/index.md): Start here for ADoor by Halmos Labs: what your data account holds, how ChatGPT, Claude, Grok and Cursor connect over MCP, and which page to read next. - [Connect](https://adoor.halmoslabs.com/docs/connect.md): Connect ChatGPT, Claude, Grok and Cursor to ADoor through MCP sign-in, and your own apps and scripts through the API. Each connection gets its own access. ## Concepts - [Workspaces](https://adoor.halmoslabs.com/docs/concepts/workspaces.md): A workspace is the account a person or team keeps spaces, lists and tables in. Viewer, editor and owner are presets, and every tool uses the one you select. - [Plans](https://adoor.halmoslabs.com/docs/concepts/plans.md): A free workspace holds 1 space, 3 tables, 100 rows and a few MB. Pro is $10 a month per workspace, USD before tax, with 1 GB and no per-GB charges. - [Spaces](https://adoor.halmoslabs.com/docs/concepts/spaces.md): A space groups lists and tables inside your account. Share a whole space, and the grant also covers tables added to it later, for people and assistants alike. - [Grants](https://adoor.halmoslabs.com/docs/concepts/grants.md): Each person, app and agent gets its own access, down to a space, a table, specific fields, or the entries matching a value you choose. Postgres enforces it. - [Identities](https://adoor.halmoslabs.com/docs/concepts/identities.md): People, apps, AI assistants and machines are all connections under the same grant model. An assistant never gets more access than the person who connected it. ## Guides - [Invite people](https://adoor.halmoslabs.com/docs/guides/invite-people.md): Invite a person to your ADoor workspace as a viewer, editor or owner, or with a custom grant. They get an invitation link, sign in, and open it to join you. - [Workload identity](https://adoor.halmoslabs.com/docs/guides/workload-identity.md): Trust an OpenID Connect issuer such as GitHub Actions, so your jobs sign in to ADoor with a short-lived identity and no stored secret to leak or rotate. - [Login with ADoor (coming soon)](https://adoor.halmoslabs.com/docs/guides/login-with-adoor.md): Coming soon for developers: people sign in to your app with ADoor and its data lives in a space in their own account. How it works, and what you can use today. ## Reference - [MCP](https://adoor.halmoslabs.com/docs/reference/mcp.md): Every ADoor MCP tool with its purpose, inputs, outputs, an example, the grant it needs, side effects, error codes and rate limits, for assistants and agents. - [API](https://adoor.halmoslabs.com/docs/reference/api.md): The ADoor HTTP API: the base URL, where a key comes from, the operation routes it shares with MCP, and which SQL functions and operators a query may use. ## Start here for builders - [ADoor pricing](https://adoor.halmoslabs.com/pricing.md): ADoor pricing: a free workspace holds 1 space, 3 tables and 100 rows. Pro is $10 a month per workspace, USD before tax, with 1 GB and no per-GB charges. - [Give your agents real access. Undo any row they change.](https://adoor.halmoslabs.com/undo.md): How ADoor lets agents write: access per connection, a history of every row change, undo that keeps later edits, revoke in one step, and the limits of each. - [How to connect ChatGPT and Claude to the same data](https://adoor.halmoslabs.com/use/connect-chatgpt-and-claude.md): Connect ChatGPT and Claude to the same ADoor space over MCP, then add Cursor and Grok. A list one assistant starts, the others can read and update. - [Connect ChatGPT, Claude and Cursor to one database](https://adoor.halmoslabs.com/connect-chatgpt-to-a-database.md): Connect ChatGPT, Claude, Grok and Cursor to one database in your ADoor account, on real Postgres. Each assistant gets scoped access you approve. Free to start. - [How to give an AI agent safe, scoped access to data](https://adoor.halmoslabs.com/use/scoped-access-for-agents.md): Give each AI agent its own scoped access in ADoor: one table, some fields or certain entries, read-only if you like. Approve requests, and revoke in one step. - [A database for vibe-coded apps, with access built in](https://adoor.halmoslabs.com/use/data-for-apps-you-build.md): A database for the apps you vibe-code with Cursor or Claude: tables in your ADoor space, access per person, app and assistant, and no access rules to write. - [Apps come and go. Your data stays.](https://adoor.halmoslabs.com/apps-come-and-go.md): With a data account, apps and assistants keep your data in your account, not theirs. When an app shuts down or you stop using it, your lists and tables stay. ## Comparisons - [All comparisons](https://adoor.halmoslabs.com/compare/index.md): How ADoor compares with Supabase, Dropbox, Google Sheets, Airtable, Notion, ChatGPT Projects and more, with sources and where each one is the better choice. - [ADoor vs Claude Projects](https://adoor.halmoslabs.com/compare/adoor-vs-claude-projects.md): Claude Projects keep files and instructions inside Claude. ADoor keeps lists and tables in your own account, so Claude, ChatGPT, Grok and Cursor share them. - [ADoor vs ChatGPT Projects](https://adoor.halmoslabs.com/compare/adoor-vs-chatgpt-projects.md): ChatGPT Projects keep chats, files and instructions inside ChatGPT. ADoor keeps your lists and tables in your account, so Claude, Grok and Cursor use them too. - [ADoor vs Gemini](https://adoor.halmoslabs.com/compare/adoor-vs-gemini.md): Gemini personalizes answers from your past chats. ADoor keeps records every assistant can use, and you pick who sees which lists, fields and matching entries. - [ADoor vs Supabase MCP](https://adoor.halmoslabs.com/compare/supabase-mcp.md): Supabase MCP gives a coding agent your developer permissions on a project. ADoor gives each assistant and app its own access to your data, with undo. - [ADoor vs a Markdown file](https://adoor.halmoslabs.com/compare/markdown-file.md): A Markdown file like CLAUDE.md is enough for instructions one coding agent reads. ADoor fits when you need queries, sharing and more than one assistant. - [ADoor vs Supabase](https://adoor.halmoslabs.com/compare/adoor-vs-supabase.md): Supabase is a Postgres platform for building apps. ADoor is a data account for your team's lists and tables, with access for each person, app and assistant. - [ADoor vs Firebase](https://adoor.halmoslabs.com/compare/adoor-vs-firebase.md): Firebase is Google's app platform with Firestore, Auth and Hosting. ADoor is a data account for your team's records, with access for each person and app. - [ADoor vs Statey](https://adoor.halmoslabs.com/compare/adoor-vs-statey.md): Statey is a hosted database for AI agents over MCP. ADoor is your data account on Postgres, shared with people and agents, with access per tool and undo. - [ADoor vs Convex](https://adoor.halmoslabs.com/compare/adoor-vs-convex.md): Convex is a reactive backend you build in TypeScript. ADoor keeps shared records with access per assistant, set up from a chat, with no code. - [Login with ADoor vs Sign in with ChatGPT](https://adoor.halmoslabs.com/compare/sign-in-with-chatgpt.md): Sign in with ChatGPT brings a person's ChatGPT identity and, for some apps, their plan. Login with ADoor, coming soon, brings a place for their data. - [ADoor vs PocketBase](https://adoor.halmoslabs.com/compare/adoor-vs-pocketbase.md): PocketBase is an open-source backend in a single file that you host. ADoor is hosted for you, with approved access for each person, app and assistant. - [ADoor vs Neon](https://adoor.halmoslabs.com/compare/adoor-vs-neon.md): Neon is serverless Postgres with branching for developers. ADoor is a data account for your team's records on real Postgres, with access per person and app. - [ADoor vs Airtable](https://adoor.halmoslabs.com/compare/adoor-vs-airtable.md): Airtable is a no-code app builder with bases, interfaces and automations. ADoor keeps your team's records with access for each person, app and assistant. - [ADoor vs Notion](https://adoor.halmoslabs.com/compare/adoor-vs-notion.md): Notion is a workspace for pages, wikis and databases. ADoor keeps your team's records in your data account, with access for each person, app and assistant. - [ADoor vs Google Sheets](https://adoor.halmoslabs.com/compare/adoor-vs-google-sheets.md): Google Sheets is a spreadsheet anyone can share. ADoor keeps your team's records in your data account, with its own access for each person, app and assistant. - [ADoor vs Obsidian](https://adoor.halmoslabs.com/compare/adoor-vs-obsidian.md): Obsidian keeps Markdown notes on your device. ADoor keeps records that any assistant can read and update from any device, shared exactly as you choose. - [ADoor vs Apple Notes](https://adoor.halmoslabs.com/compare/adoor-vs-apple-notes.md): Apple Notes is the free notes app on Apple devices. ADoor keeps lists that ChatGPT, Claude, Grok and Cursor can read and update, shared exactly as you choose. - [ADoor vs Mem0](https://adoor.halmoslabs.com/compare/adoor-vs-mem0.md): ADoor is your data account: structured records people and agents share, with access per field and approvals. Mem0 extracts what agents learn from chats. - [ADoor vs Dropbox](https://adoor.halmoslabs.com/compare/adoor-vs-dropbox.md): Dropbox stores, syncs and shares files. ADoor keeps the records your team works from, so people and assistants like ChatGPT read and change the same entries. - [ADoor vs Microsoft Excel](https://adoor.halmoslabs.com/compare/adoor-vs-excel-online.md): Excel is Microsoft's spreadsheet for formulas and analysis. ADoor keeps shared records that people, apps and assistants each reach with their own access. - [ADoor vs Coda](https://adoor.halmoslabs.com/compare/adoor-vs-coda.md): Coda, now Superhuman Docs, combines docs and tables. ADoor keeps shared records where each assistant gets only the lists and fields it needs. - [ADoor vs Baserow](https://adoor.halmoslabs.com/compare/adoor-vs-baserow.md): Baserow is an open-source no-code database. ADoor keeps shared records where every assistant, device and CI job has its own approved access. - [ADoor vs NocoDB](https://adoor.halmoslabs.com/compare/adoor-vs-nocodb.md): NocoDB puts a spreadsheet interface on top of SQL databases. ADoor keeps shared records where every assistant and job gets approved, capped access. - [ADoor vs Grist](https://adoor.halmoslabs.com/compare/adoor-vs-grist.md): Grist is a relational spreadsheet with access rules. ADoor keeps shared records where each assistant, device and CI job gets its own approved access. - [ADoor vs SeaTable](https://adoor.halmoslabs.com/compare/adoor-vs-seatable.md): SeaTable is a no-code database with apps and automations. ADoor keeps shared records where each assistant gets its own approved access, set up from chat. - [ADoor vs Rows](https://adoor.halmoslabs.com/compare/adoor-vs-rows.md): Rows is a spreadsheet with an AI analyst and integrations. ADoor keeps the shared records behind the analysis, with access per assistant and plain SQL. - [ADoor vs Glide](https://adoor.halmoslabs.com/compare/adoor-vs-glide.md): Glide builds business apps on its own data. ADoor keeps records that any app, person or assistant reaches with its own access, and plain SQL underneath. - [ADoor vs Fibery](https://adoor.halmoslabs.com/compare/adoor-vs-fibery.md): Fibery is a configurable work platform with databases and docs. ADoor keeps shared records where each assistant gets only the lists and fields it needs. - [ADoor vs Xata](https://adoor.halmoslabs.com/compare/adoor-vs-xata.md): Xata is a branch-native Postgres platform for engineers. ADoor keeps shared records where each person, app, assistant and CI job has its own approved access. - [ADoor vs Turso](https://adoor.halmoslabs.com/compare/adoor-vs-turso.md): Turso runs SQLite-compatible databases, many per account. ADoor keeps shared records with access per field for each person, app and assistant you approve. - [ADoor vs Cloudflare D1](https://adoor.halmoslabs.com/compare/adoor-vs-cloudflare-d1.md): Cloudflare D1 is serverless SQLite for Workers. ADoor keeps shared records that people, apps and assistants each reach with their own access, set up from chat. - [ADoor vs Appwrite](https://adoor.halmoslabs.com/compare/adoor-vs-appwrite.md): Appwrite is an open-source backend for web and mobile apps. ADoor keeps shared records where each person, assistant and job has approved access. - [ADoor vs Nhost](https://adoor.halmoslabs.com/compare/adoor-vs-nhost.md): Nhost is a Postgres and GraphQL backend with role-based permissions. ADoor adds access per agent, approvals for writes and short-lived access for CI jobs. - [ADoor vs Railway Postgres](https://adoor.halmoslabs.com/compare/adoor-vs-railway-postgres.md): Railway deploys apps with one-click Postgres. ADoor keeps shared records that people, apps and assistants each reach with their own access, from any chat. - [ADoor vs Render Postgres](https://adoor.halmoslabs.com/compare/adoor-vs-render-postgres.md): Render hosts apps and their Postgres databases. ADoor keeps shared records where each person, app and assistant gets its own access, set up from a chat. - [ADoor vs Prisma Postgres](https://adoor.halmoslabs.com/compare/adoor-vs-prisma-postgres.md): Prisma Postgres is serverless Postgres billed per operation. ADoor keeps shared records with access for each person, app and assistant, set up from a chat. - [ADoor vs Upstash](https://adoor.halmoslabs.com/compare/adoor-vs-upstash.md): Upstash offers serverless Redis, queues and vectors. ADoor keeps structured records that people, apps and assistants reach with their own access. - [ADoor vs Google Drive](https://adoor.halmoslabs.com/compare/adoor-vs-google-drive.md): Google Drive stores and shares files. ADoor keeps the records that people, apps and assistants share, with access you set per field and per entry. - [ADoor vs iCloud Drive](https://adoor.halmoslabs.com/compare/adoor-vs-icloud.md): iCloud Drive stores files across Apple devices. ADoor keeps records that any assistant can reach from any device, with access set per field and per entry. - [ADoor vs Evernote](https://adoor.halmoslabs.com/compare/adoor-vs-evernote.md): Evernote keeps notes, web clippings and documents. ADoor keeps structured records that your assistants read and update, each with access you approve. - [ADoor vs Linear](https://adoor.halmoslabs.com/compare/adoor-vs-linear.md): Linear tracks issues for software teams. ADoor keeps any records a team and its assistants share, with access set per field and per entry, and SQL underneath. - [ADoor vs Zep](https://adoor.halmoslabs.com/compare/adoor-vs-zep.md): ADoor is your data account: structured records people and agents share, with access per field and approvals for writes. Zep builds context graphs for agents. - [ADoor vs Letta](https://adoor.halmoslabs.com/compare/adoor-vs-letta.md): ADoor is your data account: the records agents and people share, with access set per agent and per field. Letta runs stateful agents that keep their own state. - [ADoor vs Pinecone](https://adoor.halmoslabs.com/compare/adoor-vs-pinecone.md): Pinecone is a managed vector search service. ADoor keeps exact records that people and assistants share, with access per field and plain SQL underneath. - [ADoor vs HubSpot](https://adoor.halmoslabs.com/compare/adoor-vs-hubspot.md): HubSpot sells marketing, sales and service software. ADoor keeps the lists and tables a company starts, customers among them, with access per field for each. - [ADoor vs Smartsheet](https://adoor.halmoslabs.com/compare/adoor-vs-smartsheet.md): Smartsheet manages projects and programs on sheets. ADoor keeps any records you choose, with separate access for every person, assistant and CI job. - [ADoor vs Microsoft Lists](https://adoor.halmoslabs.com/compare/adoor-vs-microsoft-lists.md): Microsoft Lists tracks information inside Microsoft 365. ADoor keeps lists that ChatGPT, Claude, Grok and Cursor reach with their own access. - [ADoor vs Zoho Tables](https://adoor.halmoslabs.com/compare/adoor-vs-zoho-tables.md): Zoho Tables is a low-cost no-code database in the Zoho suite. ADoor keeps shared records any assistant reaches with its own approved access. - [ADoor vs Quickbase](https://adoor.halmoslabs.com/compare/adoor-vs-quickbase.md): Quickbase is an enterprise low-code platform for operational apps. ADoor keeps shared records that assistants like ChatGPT reach with their own access. - [ADoor vs ClickUp](https://adoor.halmoslabs.com/compare/adoor-vs-clickup.md): ClickUp manages tasks, docs and chat in one place. ADoor keeps shared records where reading, adding, editing and deleting are separate permissions. - [ADoor vs monday.com](https://adoor.halmoslabs.com/compare/adoor-vs-monday.md): monday.com manages work on boards. ADoor keeps any records you choose, and each assistant gets only the lists and fields it needs, with access you can revoke. - [ADoor vs PlanetScale](https://adoor.halmoslabs.com/compare/adoor-vs-planetscale.md): PlanetScale runs production Postgres and MySQL databases. ADoor is a data account for company records, with access per person, app, assistant and job. - [ADoor vs CockroachDB Cloud](https://adoor.halmoslabs.com/compare/adoor-vs-cockroachdb.md): CockroachDB Cloud runs distributed, Postgres-compatible SQL. ADoor keeps shared records with access per field for each person and assistant. - [ADoor vs Amazon Aurora Serverless](https://adoor.halmoslabs.com/compare/adoor-vs-aurora-serverless.md): Aurora Serverless v2 runs Postgres and MySQL on AWS and scales to zero. ADoor keeps shared records with access per person, app and assistant, set up in a chat. - [ADoor vs MongoDB Atlas](https://adoor.halmoslabs.com/compare/adoor-vs-mongodb-atlas.md): MongoDB Atlas is a managed document database. ADoor keeps shared records with standard SQL and access per field for each person and assistant. - [ADoor vs Hasura DDN](https://adoor.halmoslabs.com/compare/adoor-vs-hasura.md): Hasura DDN builds an API over existing databases with detailed permissions. ADoor is the place the records live, with per-agent access and approvals. - [ADoor vs Microsoft OneDrive](https://adoor.halmoslabs.com/compare/adoor-vs-onedrive.md): OneDrive stores and shares files in Microsoft 365. ADoor keeps the records people, apps and assistants share, with access you set per field and entry. - [ADoor vs Box](https://adoor.halmoslabs.com/compare/adoor-vs-box.md): Box manages and shares enterprise content and files. ADoor keeps the records that people, apps and assistants reach, with access set per field and per entry. - [ADoor vs Attio](https://adoor.halmoslabs.com/compare/adoor-vs-attio.md): Attio is a flexible CRM whose MCP asks before writes. ADoor brings approvals and access per field to any list, on any device and in any CI job you trust. - [ADoor vs Pipedrive](https://adoor.halmoslabs.com/compare/adoor-vs-pipedrive.md): Pipedrive is a sales CRM built around deal pipelines. ADoor keeps any records that people and assistants share, with access you set per field and entry. - [ADoor vs Salesforce](https://adoor.halmoslabs.com/compare/adoor-vs-salesforce.md): Salesforce is enterprise sales software with field-level security. ADoor gives each assistant access capped at the person who connected it, set up from a chat. - [ADoor vs Jira](https://adoor.halmoslabs.com/compare/adoor-vs-jira.md): Jira tracks projects and issues for software teams. ADoor keeps structured records that each assistant and CI job reaches with access per field and entry. ## Use cases - [All use cases](https://adoor.halmoslabs.com/use/index.md): 91 ways builders and their teams use ADoor with ChatGPT, Claude, Grok and Cursor: data assistants share, apps you build, agent notes, eval results and more. - [How to connect ChatGPT and Claude to the same data](https://adoor.halmoslabs.com/use/connect-chatgpt-and-claude.md): Connect ChatGPT and Claude to the same ADoor space over MCP, then add Cursor and Grok. A list one assistant starts, the others can read and update. - [How to give an AI agent safe, scoped access to data](https://adoor.halmoslabs.com/use/scoped-access-for-agents.md): Give each AI agent its own scoped access in ADoor: one table, some fields or certain entries, read-only if you like. Approve requests, and revoke in one step. - [A database for vibe-coded apps, with access built in](https://adoor.halmoslabs.com/use/data-for-apps-you-build.md): A database for the apps you vibe-code with Cursor or Claude: tables in your ADoor space, access per person, app and assistant, and no access rules to write. - [Keep a side-project idea backlog](https://adoor.halmoslabs.com/use/side-project-ideas.md): Capture side-project ideas in ADoor the moment you have them. Ask an assistant like ChatGPT which ones are quick to build or worth starting this weekend. - [Keep a daily work log](https://adoor.halmoslabs.com/use/daily-work-log.md): Keep a daily work log in ADoor where people and agents write what they did. The team asks an assistant like ChatGPT what happened this week. - [Start a habit tracker](https://adoor.halmoslabs.com/use/habit-tracker.md): Track habits like reading, meditating or no phone after ten in ADoor. Check in by telling an assistant like ChatGPT, and ask for streaks or a chart. - [Start a reading log](https://adoor.halmoslabs.com/use/reading-log.md): Track books, highlights and reading goals in ADoor by telling an assistant like ChatGPT, then ask what you read this year or chart pages per month. - [Track what you’re learning](https://adoor.halmoslabs.com/use/learning-notes.md): Track courses, lessons and notes in ADoor. Ask an assistant like ChatGPT where you left off, what you have covered so far, or to quiz you on any of it. - [Keep a prompt library for Claude, ChatGPT and Cursor](https://adoor.halmoslabs.com/use/prompt-library.md): Keep a prompt library for Claude, ChatGPT and Cursor in ADoor, with versions, the model each prompt targets and results. Every assistant reads the same prompts. - [Track subscriptions](https://adoor.halmoslabs.com/use/subscriptions-tracker.md): List every subscription in ADoor with price and renewal date. Ask an assistant like ChatGPT what renews this month and what you could cancel. - [Start a budget tracker](https://adoor.halmoslabs.com/use/budget-tracker.md): Track spending and budgets in ADoor by telling an assistant like ChatGPT what you spent. Ask where the money went, or chart spending by category. - [Track consulting time](https://adoor.halmoslabs.com/use/time-tracking.md): Log hours per client and project in ADoor by telling an assistant like ChatGPT. Ask what to bill this month, or have it chart your hours by project for you. - [Track freelance clients and invoices](https://adoor.halmoslabs.com/use/freelancer-clients.md): Freelancers track clients, projects, invoices and payments in ADoor. Ask an assistant like ChatGPT what is still unpaid, or chart your income by month. - [Track fundraising](https://adoor.halmoslabs.com/use/investor-pipeline.md): Track investors, meetings and commitments for a fundraise in ADoor. Founders update it from an assistant like ChatGPT after every call, in a sentence. - [Start a lightweight issue tracker](https://adoor.halmoslabs.com/use/issue-tracker.md): Start a lightweight issue tracker in ADoor. Your team and agents like Cursor file and update issues from chat, with access you set for each project. - [Back an internal tool](https://adoor.halmoslabs.com/use/internal-tool-backend.md): Use ADoor as the backend for an internal tool or prototype: records with fields, an HTTP API, plain SQL and access per person, set up from chat. - [Store a customer-facing app’s data](https://adoor.halmoslabs.com/use/customer-app-data.md): Store a customer-facing app’s data in ADoor and limit each client to the entries with their name, enforced on every request, with an HTTP API and plain SQL. - [Let agents build on each other’s findings](https://adoor.halmoslabs.com/use/shared-agent-notes.md): Give your team’s agents shared records in ADoor. One agent’s findings are there for the next, and no agent gets more access than the person who connected it. - [Run a task queue for your agents](https://adoor.halmoslabs.com/use/agent-task-queue.md): Run a task queue in ADoor that agents pick work from and report back to. People add tasks from chat, agents claim them with limited access, and results stay. - [Share agent traces across a team](https://adoor.halmoslabs.com/use/agent-traces.md): Store agent traces in ADoor so the team can see what each agent did and why: steps, tool calls, outcomes. Agents write their own traces with add-only access. - [Share research notes](https://adoor.halmoslabs.com/use/research-notes.md): Keep an AI team’s research notes in ADoor: findings, open questions, ideas and papers. People and agents read and add from Claude, ChatGPT or Cursor. - [Track eval results over time](https://adoor.halmoslabs.com/use/eval-results.md): Keep eval results in ADoor by model, dataset and version. Eval jobs write scores through the API, and agents can read them but never change them. - [Start an experiment tracker](https://adoor.halmoslabs.com/use/experiment-tracker.md): Track experiments in ADoor and compare runs by config and result, with SQL or by asking an assistant like ChatGPT. Agents read the history before the next try. - [Keep a model training log](https://adoor.halmoslabs.com/use/model-training-log.md): Log every training run in ADoor: config, data, metrics and checkpoints. Scripts write through the API, and anyone asks an assistant which run to resume. - [Keep feature flags and config agents can read](https://adoor.halmoslabs.com/use/feature-flags.md): Keep feature flags and config values in ADoor that scripts and agents read through the API. Each value has an owner, and the history shows every change. - [Keep bug reproductions and test cases](https://adoor.halmoslabs.com/use/bug-reproductions.md): Keep bug reproductions and test cases in ADoor: steps, inputs, expected and actual results. Agents like Cursor read them while fixing and add new cases. - [Record deploy and release history](https://adoor.halmoslabs.com/use/deploy-history.md): Record every deploy and release in ADoor from GitHub Actions with short-lived access and no stored secret. Ask an assistant what shipped and when. - [Keep an inventory of API keys and services](https://adoor.halmoslabs.com/use/api-key-inventory.md): Keep an inventory of API keys, services and vendors in ADoor: who owns each, where it is used, when it was rotated. Never the secrets themselves. - [Plan a content calendar](https://adoor.halmoslabs.com/use/content-calendar.md): Plan posts, articles and videos in ADoor. Writers and editors update the calendar from an assistant like ChatGPT, and freelancers see only their pieces. - [Start a movie and TV tracker](https://adoor.halmoslabs.com/use/movie-tracker.md): Keep what you have watched, your ratings and your to-watch list in ADoor. Ask an assistant like ChatGPT what to watch tonight, or what a friend recommended. - [Start a home inventory](https://adoor.halmoslabs.com/use/home-inventory.md): Keep a home inventory in ADoor with purchase dates, prices, warranties and where things are. Ask an assistant like ChatGPT what is still under warranty. - [Keep a plant care log](https://adoor.halmoslabs.com/use/plant-care.md): Keep each plant’s watering, feeding and repotting in ADoor. Ask an assistant like ChatGPT which plants need water this week, and log it when you are done. - [Keep a car maintenance log](https://adoor.halmoslabs.com/use/car-maintenance.md): Keep service history, repairs, tire changes and fuel in ADoor. Ask an assistant like ChatGPT when the next service is due and what the car has cost this year. - [Plan your travel](https://adoor.halmoslabs.com/use/travel-planner.md): Keep places you want to visit, bookings and travel notes in ADoor. Ask an assistant like ChatGPT what is booked for next week or where to eat in Lisbon. - [Keep a tasting journal](https://adoor.halmoslabs.com/use/tasting-notes.md): Keep tasting notes for wine, coffee, beer or whisky in ADoor. Ask an assistant like ChatGPT which bottles you loved under 20 or what to buy again. - [Track a collection](https://adoor.halmoslabs.com/use/collection-tracker.md): Catalog a collection in ADoor: vinyl, trading cards, Lego sets, watches or books. Ask an assistant like ChatGPT what you own, what it cost and what is missing. - [Keep notes on the people you know](https://adoor.halmoslabs.com/use/personal-contacts.md): Keep notes on the people in your life in ADoor: kids’ names, new jobs, what you talked about. Ask an assistant like ChatGPT before you meet someone. - [Track job applications](https://adoor.halmoslabs.com/use/job-application-tracker.md): Track job applications in ADoor: company, role, stage, contacts and next steps. Ask an assistant like ChatGPT what needs a follow-up this week. - [Keep a vocabulary list](https://adoor.halmoslabs.com/use/vocabulary-tracker.md): Save new words and phrases in ADoor as you learn a language. An assistant like ChatGPT quizzes you on the ones you keep missing, with your own examples. - [Track important documents](https://adoor.halmoslabs.com/use/important-documents.md): Keep track of passports, insurance policies, leases and licenses in ADoor with numbers and expiry dates. Ask an assistant like ChatGPT what expires this year. - [Split expenses](https://adoor.halmoslabs.com/use/split-expenses.md): Track shared costs in ADoor with roommates, a partner or friends. Everyone adds what they paid from their own assistant, and anyone can ask who owes whom. - [Share a research reading list](https://adoor.halmoslabs.com/use/research-reading-list.md): Keep a research group’s reading list in ADoor: papers, who is reading what, summaries and journal club picks. Everyone adds from their own assistant. - [Plan an open-source project roadmap](https://adoor.halmoslabs.com/use/open-source-roadmap.md): Keep an open-source project’s roadmap, maintainers and contributor notes in ADoor. Maintainers and their agents update it from any assistant. - [Build a shared world-building bible](https://adoor.halmoslabs.com/use/world-building-bible.md): Keep characters, places, factions and timelines in ADoor for a writing room or game team. Ask an assistant like ChatGPT whether a new scene breaks canon. - [Plan a house renovation](https://adoor.halmoslabs.com/use/house-renovation.md): Run a renovation in ADoor: tasks, contractor quotes, decisions and costs. Each contractor sees only tasks with their name, and an assistant says what is left. - [Collect customer feedback and feature requests](https://adoor.halmoslabs.com/use/customer-feedback.md): Collect customer feedback and feature requests in ADoor. Sales, support and agents add requests from chat, and product asks which ones customers want most. - [Manage event attendees and sponsors](https://adoor.halmoslabs.com/use/event-attendees.md): Run an event in ADoor: attendees, speakers, sponsors and tasks. Organizers update from ChatGPT, and each sponsor sees only entries for their company. - [Report from many sources](https://adoor.halmoslabs.com/use/reporting-hub.md): Bring sales, support, finance and product data into ADoor and report across it with SQL or by asking an assistant like ChatGPT. Each team keeps its own access. - [Start a dataset registry](https://adoor.halmoslabs.com/use/dataset-registry.md): Register every dataset in ADoor with versions, sources, licenses and who owns it. Ask an assistant like ChatGPT which data you can use commercially. - [Collect standup notes from assistants](https://adoor.halmoslabs.com/use/standup-notes.md): Let each person’s assistant write their standup into ADoor from the day’s work. The team reads one summary instead of sitting through updates. - [Keep an incident log](https://adoor.halmoslabs.com/use/incident-log.md): Log incidents in ADoor with timelines, impact, causes and follow-ups. On-call adds updates from chat, and postmortems are searchable for the next one. - [Log benchmarks and latency measurements](https://adoor.halmoslabs.com/use/benchmarks.md): Keep benchmark and latency results in ADoor with the hardware, version and settings behind each one. CI writes them, and anyone asks what got slower. - [Track GPU and compute spend](https://adoor.halmoslabs.com/use/gpu-spend-tracker.md): Track GPU hours and compute spend per team, project and run in ADoor. Ask an assistant like ChatGPT where the budget went or chart spend by week. - [Start a labeling and annotation queue](https://adoor.halmoslabs.com/use/annotation-queue.md): Run a labeling queue in ADoor. Annotators take items and label them, each one sees only the items in their batch, and you check agreement with plain SQL. - [Keep a food log](https://adoor.halmoslabs.com/use/diet-tracker.md): Tell an assistant like ChatGPT what you ate, in one sentence. ADoor keeps each entry in a list in your own account, and your assistant totals the week for you. - [Start a training log](https://adoor.halmoslabs.com/use/workout-log.md): Log training sessions by telling an assistant like ChatGPT. ADoor keeps every set, run and session in your account, and your assistant charts progress. - [Keep a log of your own numbers](https://adoor.halmoslabs.com/use/weight-and-sleep-log.md): Keep the numbers you track, like a morning weigh-in, hours slept or daily steps, in ADoor by telling an assistant like ChatGPT, and ask for trends later. - [Keep a schedule of what is due and when to refill](https://adoor.halmoslabs.com/use/medication-schedule.md): Keep what you take each day, the times and refill dates in ADoor. Ask an assistant like ChatGPT what is due today and what runs out soon, and share it. - [Start a recipe collection](https://adoor.halmoslabs.com/use/recipe-collection.md): Keep your recipes in ADoor and ask an assistant like ChatGPT what you can cook with what you have, or plan the week’s meals from your favorites. - [Keep a list of things to buy](https://adoor.halmoslabs.com/use/shopping-list.md): Add to your shopping list by telling an assistant like ChatGPT. ADoor keeps items by store, and your assistant reads out the list when you get there. - [Share a pet care log](https://adoor.halmoslabs.com/use/pet-care.md): Keep feeding, walks, vet visits and vaccinations in ADoor. The family logs from whichever assistant they use, and the pet sitter sees only what they need. - [Keep a daily journal](https://adoor.halmoslabs.com/use/journal.md): Keep a daily journal in ADoor by telling an assistant like ChatGPT about your day. Look back by week or month, and ask what changed alongside work or travel. - [Keep gift ideas and birthdays](https://adoor.halmoslabs.com/use/gift-ideas.md): Save gift ideas the moment you hear them and keep birthdays in ADoor. Ask an assistant like ChatGPT whose birthday is next and what they mentioned wanting. - [Start a shared household list](https://adoor.halmoslabs.com/use/shared-household-list.md): One shopping list for the whole household. Everyone adds items from their own assistant like ChatGPT or Claude, and whoever shops asks what to buy. - [Share a household chores rota](https://adoor.halmoslabs.com/use/household-chores.md): Keep chores and a cleaning rota in ADoor for a family or shared flat. Everyone checks off their own from their assistant, and anyone can ask who is up next. - [Keep a family schedule](https://adoor.halmoslabs.com/use/family-schedule.md): Keep the family’s week in ADoor: pickups, activities, birthdays and who drives. Each parent updates it from their own assistant like ChatGPT. - [Track kids’ activities](https://adoor.halmoslabs.com/use/kids-activities.md): Keep school dates, clubs, fees, sign-up deadlines and kit lists in ADoor. Both parents ask an assistant like ChatGPT what is due this week and what to pack. - [Plan a trip with friends](https://adoor.halmoslabs.com/use/group-trip-planner.md): Plan a group trip in ADoor: ideas, votes, who booked what and shared costs. Everyone adds through their own assistant, like ChatGPT or Claude, on any phone. - [Plan a wedding or party](https://adoor.halmoslabs.com/use/wedding-planner.md): Plan a wedding or party in ADoor: guests, RSVPs, dietary needs, vendors and budget. Both partners and the planner update it from their own assistant. - [Run a book club](https://adoor.halmoslabs.com/use/book-club.md): Run a book club in ADoor: suggestions, votes, meeting dates, hosts and notes. Members add from their own phone and assistant like ChatGPT or Claude. - [Run a sports team or club](https://adoor.halmoslabs.com/use/sports-club-roster.md): Run a sports team or club in ADoor: roster, fees, availability and match results. Coaches and players update it from their own assistant, on any phone. - [Run volunteer and community sign-ups](https://adoor.halmoslabs.com/use/volunteer-signups.md): Run volunteer and community sign-ups in ADoor. Volunteers sign up from whichever assistant they use, and organizers see who is covering what. - [Run a student group project](https://adoor.halmoslabs.com/use/student-group-project.md): Run a student group project in ADoor: tasks, deadlines, sources and drafts. Every member updates it from their own assistant, like ChatGPT or Claude. - [Start a neighborhood tool-lending list](https://adoor.halmoslabs.com/use/tool-lending-list.md): Run a tool-lending list for your street or building in ADoor. Neighbors list what they lend, borrow through their own ChatGPT or Claude, and see what is out. - [Share a weekly meal plan](https://adoor.halmoslabs.com/use/meal-plan.md): Plan the week’s meals in ADoor with whoever cooks. Agree on dinners from your own assistants, and turn the plan into a shared list of what to buy. - [Write babysitter and caregiver handover notes](https://adoor.halmoslabs.com/use/babysitter-handover.md): Keep handover notes for a babysitter, nanny or caregiver in ADoor. They see routines, house rules and emergency contacts, and log the day from their assistant. - [Plan a shift schedule](https://adoor.halmoslabs.com/use/shift-schedule.md): Keep shifts for a small team, a café or a volunteer group in ADoor. People ask their own assistant when they work next, request swaps and see who covers. - [Plan a carpool rota](https://adoor.halmoslabs.com/use/carpool-rota.md): Run a carpool rota in ADoor across families or coworkers. Drivers swap days from their own assistant, and anyone can ask who drives tomorrow. - [Share a packing list](https://adoor.halmoslabs.com/use/packing-list.md): Make a shared packing list in ADoor for a trip or a camping weekend. Everyone claims items from their own assistant, so nothing is forgotten or packed twice. - [Coordinate help for a parent](https://adoor.halmoslabs.com/use/elderly-parent-care.md): Coordinate help for a parent in ADoor: appointments, visits, errands and notes. Siblings and carers add from their own assistant and see only what they need. - [Start a customer list](https://adoor.halmoslabs.com/use/customer-list.md): Start a list of companies, contacts and deals in ADoor. Your team updates it from an assistant like ChatGPT in a sentence, and there is no per-seat price. - [Track sales deals](https://adoor.halmoslabs.com/use/sales-pipeline.md): Track deals and stages in ADoor. Sales updates each deal from an assistant like ChatGPT, and managers ask for the forecast or a chart by stage. - [Keep a customer support log](https://adoor.halmoslabs.com/use/customer-support-log.md): Log customer issues in ADoor and spot recurring problems. Support adds them from an assistant like ChatGPT, and a bot can add tickets without reading accounts. - [Track hiring](https://adoor.halmoslabs.com/use/hiring-pipeline.md): Track candidates, interviews and feedback in ADoor, without paying for an applicant tracking system. Interviewers see only the candidates they meet. - [Start an employee directory and onboarding checklist](https://adoor.halmoslabs.com/use/employee-onboarding.md): Keep an employee directory and onboarding checklists in ADoor. New hires ask an assistant like ChatGPT who to talk to, and managers see what’s left. - [Track inventory](https://adoor.halmoslabs.com/use/inventory-tracker.md): Track stock levels in ADoor. Staff log deliveries and sales from an assistant like ChatGPT, and you ask what to reorder or chart stock over time. - [Track orders and suppliers](https://adoor.halmoslabs.com/use/orders-suppliers.md): Track purchase orders, deliveries and suppliers in ADoor. Ask an assistant like ChatGPT what is late, what you still owe and who supplies what. - [Start an asset and equipment register](https://adoor.halmoslabs.com/use/asset-register.md): Keep an asset register in ADoor: laptops, tools, vehicles and equipment, who has them and when service is due. IT and staff update it from chat. - [Track partners and resellers](https://adoor.halmoslabs.com/use/partner-tracker.md): Track partners, resellers and referrals in ADoor. Each partner adds and reads only the leads with their name, and loses access when the agreement ends. - [Track contracts and renewal dates](https://adoor.halmoslabs.com/use/contracts-renewals.md): Keep contracts in ADoor with terms, owners, renewal dates and notice periods. Ask an assistant like ChatGPT what renews next quarter and when to give notice. - [Keep a price list and build quotes](https://adoor.halmoslabs.com/use/price-list-quotes.md): Keep your price list in ADoor and build quotes from it with an assistant like ChatGPT. Sales sees the prices, and only management can change them.