Dream Studio — AI skill for Claude Code
Dream Studio makes an AI agent accountable to a system of record it cannot edit.
How to install Dream Studio
This entry records only its repository, not the path inside it, so there is no
exact command to give. Open SeayInsights/dream-studio and copy the folder into
~/.claude/skills/, or the file into ~/.claude/agents/.
What Dream Studio does
Dream Studio makes an AI agent accountable to a system of record it cannot edit.
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README
Dream Studio
[](https://github.com/SeayInsights/dream-studio/actions/workflows/ci.yml) [](CHANGELOG.md) [](pyproject.toml)
What Dream Studio Is
**Dream Studio makes an AI agent accountable to a system of record it cannot edit.** An agent working under Dream Studio cannot change source outside an approved work order, cannot close a defect while its symptom still reproduces, cannot self-certify its own work, and cannot silently drift its config away from authority. These are not conventions the agent is asked to follow — they are runtime gates enforced by the SQLite authority and the hooks that guard it. You can watch all four hold, against a throwaway project, in about ten seconds: [`ds prove`](#prove-it).
That accountability is the point; the orchestration is how it is delivered. Underneath, Dream Studio is a **local-first AI orchestration** platform that runs three layers in concert:
- Capability layer — skills, agents, and workflows that encode structured development practices
- Infrastructure layer — an event pipeline, spool system, SQLite authority database, and provisioner that wire AI sessions to persistent state
- Intelligence layer — a project spine with SDLC pipeline, design gates, and session memory that accumulates across every build
When you invoke a Dream Studio skill, you are not calling a function. You are engaging a system that knows your project, your history, your quality standards, and your current work order — and holds execution to them.
**Architecture note (TA0b):** canonical_events is the single authoritative event store. execution_events is a projection rebuilt from canonical events. See docs/architecture/event-store.md.
What it refuses to do
Four refusals, each enforced by code you can read and rep
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