Migrate one Clay table

Import one Clay table, rebuild columns, review ten pilot rows, and compare per-row cost.

Use this week_1 play when moving one Clay people or company table into Dreamstate worksheet. Do not use it for copying Clay formulas or provider settings, or running every rebuilt enrichment before 10-row parity review.

Needs and produces

Needs Clay CSV export and ICP context. Prerequisites: CSV export of one Clay table, ICP context for rebuilt fit score, and stated maximum credit budget for 10-row pilot.

Produces imported table, rebuilt enrichment columns, 10-row parity review, and per-row cost comparison. Leading metric: ten pilot rows match Clay values before fanout.

Ordered steps

1
Preview and import
Use tables.clay_migrations.preview to read Clay export and propose rebuild for formulas, AI and research prompts, email waterfall, and HTTP. This is free, writes nothing, and lists manual questions. Create CSV upload, stage Clay CSV rows without making them live, attach CSV source with every Clay header as raw column, and land every imported row in bounded chunks.
2
Create and quote rebuild
Use tables.clay_migrations.apply to create rebuilt columns in dependency order, switched off, with run conditions on inputs. Use tables.table_runs.preview_cost to quote each rebuilt paid column on 10 pilot rows before running.
3
Run, compare, then fan out
Use tables.columns.run on exactly 10 pilot rows. Use tables.clay_migrations.compare to compare rebuilt values with original Clay values and show credits per row beside Clay's. Use tables.columns.run_remaining only after comparison is accepted.

Credits and controls

CSV mapping and import are free. Rebuilt enrichment, verification, and scoring are priced per row, starting with capped 10-row pilot before fanout.

Start

What is Dreamstate - Dreamstate runs GTM work in one workspace across the web app, Architect, CLI, MCP, and REST.
Quickstart - Connect through Architect, the CLI, or MCP, then ask Dreamstate for the outcome you want.

Guides

Your first session - Build a first workbook from workspace context and a sourcing plan.
Warm network first - Turn post engagement into a worksheet and a sequence.
Run a 50-lead outbound pilot - Build a worksheet, validate a sequence, and prepare a small outbound pilot.
Build a founder posting system - Create a social drafting and scheduling system from workspace context.
Turn replies into meetings - Use Inbox context and CRM records to draft follow-up work.
Run a visibility sprint - Measure visibility evidence and save useful findings in Context.
Speed to lead - Build a workflow that connects worksheet, sequence, and trigger work.
Weekly review - Review runs, sequence activity, worksheets, and credit activity every week.
Set up cold email infrastructure - Prepare a separate sending domain, two mailboxes, DNS readiness, and warm-up checks before outbound.
Migrate one Clay table - Import one Clay table, rebuild columns, review ten pilot rows, and compare per-row cost.
Prioritize identified website visitors - Add identified visitors to CRM context and read a daily ranked contact queue.
30-day GTM review - Review monthly spend, campaign results, failed-run causes, and one verdict per live motion.
Launch a client workspace - Set up client context, review three plays, and quote first paid step.
Clean up a worksheet - Use worksheet state and provenance to clean up working rows.
Keep the CRM clean - Maintain saved records and their relationships in the workspace.
Find out why something failed - Inspect workflow, worksheet, and sequence evidence to diagnose a failed run.

Surfaces

Web app and deep links - Use web links in results to open exact Dreamstate objects in the app.
Architect - Architect works in the app with packs, skills, and the same controls used by other surfaces.
CLI - Use the dreamstate CLI to authenticate, select workspaces, and discover capabilities.
CLI reference - Review Dreamstate CLI commands and their documented syntax.
MCP server - Connect an MCP client to Dreamstate and use the canonical controls.
MCP reference - Review the controls exposed by the Dreamstate MCP server.
Connect Claude - Connect Claude to Dreamstate MCP with a browser OAuth sign-in.
Connect Claude Code - Connect Claude Code to Dreamstate MCP from the terminal.
Connect ChatGPT - Connect ChatGPT to Dreamstate MCP through a custom connector.
Connect Codex - Connect Codex to Dreamstate MCP with config.toml and OAuth.
Connect Cursor - Connect Cursor to Dreamstate MCP as a remote MCP server.
Other MCP clients - Connect another MCP client to Dreamstate with OAuth or an API key header.
REST API - Use the REST API to search tools, read schemas, run tools, and inspect runs.
Agent clients - Choose a Dreamstate MCP connection guide for Claude, ChatGPT, Codex, Cursor, or another client.

Workspace

Workspaces, members and roles - A workspace defines membership, permissions, billing, and the data boundary for work.
API keys and scopes - Use workspace API keys with explicit scopes and workspace boundaries.
Agency workspaces - Use Agency to manage client workspace work.
Tags, comments and saved views - Use workspace tags, comments, and saved views to organize shared work.

Knowledge

Context - Context stores revisioned Markdown documents attributed to the member and client that wrote them.
Skills - Skills teach practice and do not grant authority or bind tools.
Notes, inspiration and bookmarks - Use research screens for notes, inspiration, and bookmarks.
AI visibility and analytics - Use AI visibility analytics to measure business content evidence.

Data

Workbooks and worksheets - A workbook contains worksheets, each with one row source, columns, and optional score.
Row sources - A worksheet uses one row source to provide its working rows.
Columns - Columns enrich and judge rows in a worksheet.
Cells and provenance - Cells hold row values and their available run provenance.
CRM records - CRM stores canonical records already saved in the workspace.

Execution

Modes - Mutating calls name a mode and the server does not default to live work.
Runs - Runs record execution work and can expose links to exact app objects.
Sequences and enrollment - Sequences separate drafting, validation, publishing, enrollment, starting, delivery, and replies.
Workflows and triggers - Workflows organize automation graphs with scheduled and event triggers.
Social posts and publishing - Social work covers drafts, schedules, publish actions, accounts, and performance analytics.
Inbox - Inbox handles messages and replies inside existing conversations.
Tasks - Tasks manage assigned work, due dates, delegation, and review state.

Providers

Packs - Packs route work by domain and explain what each domain owns.
The tool catalog - Search the tool catalog, read an exact schema, then run a capability.
Integrations - Integrations manages third-party connections and connection diagnostics.
Senders and mailboxes - Senders manages suppression, mailbox health, sender identities, and sender policy.
Data providers and costs - Data providers can require a connection or your own key before they can run.

Plays and templates

Plays - A play is an advisory order of steps toward one outcome.
Blueprints and the marketplace - A blueprint installs a workspace system and supports saved snapshots.
Reply playbooks - Reply playbooks provide Inbox guidance for scenarios and sequence rules.

Safety and cost

Credits and billing - Credits and billing are managed at the workspace boundary.
Spend caps and budgets - Paid work can use a quote and a maximum credits ceiling.
Sending safety - Sequence work keeps publishing, enrolling, starting, delivery, and replies separate.
Do not contact - Do not contact rules suppress future outbound messages across channels.
Owner actions - Owner actions use signed-in sessions, fresh approval, and idempotency keys for sensitive workspace changes.

API reference

Capability ids and naming - Capability ids identify catalog operations across the Dreamstate surfaces.
Envelope and errors - The canonical envelope communicates success and failure information.
Pagination - Pagination uses cursors to traverse collections.
Rate limits - Rate limits describe request limits for API use.
Idempotency - Idempotency keys make owner action requests safe to retry.
Webhooks - Webhooks deliver signed workspace event callbacks.
OpenAPI explorer - OpenAPI shows generated request and response schemas for Dreamstate operations.