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## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work > - Paperclip stores agent work in a PostgreSQL database that evolves via numbered sequential migrations > - Migrations that run large unbounded table scans can block the server's `listen()` call during upgrades, causing multi-minute startup stalls on large databases > - Migration 0126 ran a full sequential scan backfill over `issue_comments` for derived attribution columns — O(n²) due to unindexed `LIMIT`/`OFFSET` batching, pegging CPU for ~5 minutes on a 3–4 M row table > - The safe fix (landed in #9108) replaced 0126 with a new forward-only migration using a partial index + keyset pagination backfill > - But the root cause is the absence of author-time guidance: contributors have no documented rules for writing bounded, indexed migration backfills before they land > - This PR adds a migration authoring checklist to `doc/DATABASE.md` so future contributors have those rules at hand before opening a PR > - The benefit is a durable, discoverable guide that prevents the same class of startup-blocking slowness before it reaches production ## Linked Issues or Issue Description This PR is a documentation follow-on to #9108, which landed the fast 0132 migration fix. It adds author-time guidance that captures the root-cause lesson from that incident. No separate public issue exists for the doc addition; the motivation is described above. Refs #9108 ## What Changed - `doc/DATABASE.md`: Added a **Migration authoring checklist** section with rules for indexed, bounded backfill batches — keyset pagination over `LIMIT`/`OFFSET`, mandatory partial index, idempotent guards, and split-phase schema-vs-data changes. The `check:migrations` CI gate is referenced as the enforcement backstop. ## Verification - `git diff --check -- doc/DATABASE.md` passes (no whitespace errors). - No executable code changed; the checklist is an additive documentation section. ## Risks Low. The change is additive text in `doc/DATABASE.md`. No schema, migration, or code changes. No behavioral diff. ## Model Used Claude claude-sonnet-4-6 (Anthropic, 200 K context, tool use) — used to author the migration authoring checklist and coordinate the PR workflow. ## Checklist - [x] I have included a thinking path that traces from project context to this change - [x] I have specified the model used (with version and capability details) - [x] I have checked ROADMAP.md and confirmed this PR does not duplicate planned core work - [x] I have searched GitHub for duplicate or related PRs and linked them above - [x] I have either (a) linked existing issues with \`Fixes: #\` / \`Closes #\` / \`Refs #\` OR (b) described the issue in-PR following the relevant issue template - [x] I have not referenced internal/instance-local Paperclip issues or links (only public GitHub \`#NNN\` / \`github.com/paperclipai/paperclip\` URLs) - [x] My branch name describes the change (e.g. \`docs/...\`, \`fix/...\`) and contains no internal Paperclip ticket id or instance-derived details - [x] I have run tests locally and they pass - [x] I have added or updated tests where applicable - [x] I have updated relevant documentation to reflect my changes - [x] I have considered and documented any risks above - [x] All Paperclip CI gates are green - [x] Greptile is 5/5 with no open P2s, recommendations, or follow-ups - [x] I will address all Greptile and reviewer comments before requesting merge Co-authored-by: Paperclip <noreply@paperclip.ing>
246 lines
10 KiB
Markdown
246 lines
10 KiB
Markdown
# Database
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Paperclip uses PostgreSQL via [Drizzle ORM](https://orm.drizzle.team/). There are three ways to run the database, from simplest to most production-ready.
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## 1. Embedded PostgreSQL — zero config
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If you don't set `DATABASE_URL`, the server automatically starts an embedded PostgreSQL instance and manages a local data directory.
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```sh
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pnpm dev
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```
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That's it. On first start the server:
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1. Creates a `~/.paperclip/instances/default/db/` directory for storage
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2. Ensures the `paperclip` database exists
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3. Runs migrations automatically for empty databases
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4. Starts serving requests
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Data persists across restarts in `~/.paperclip/instances/default/db/`. To reset local dev data, delete that directory.
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If you need to apply pending migrations manually, run:
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```sh
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pnpm db:migrate
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```
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When `DATABASE_URL` is unset, this command targets the current embedded PostgreSQL instance for your active Paperclip config/instance.
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Issue reference mentions follow the normal migration path: the schema migration creates the tracking table, but it does not backfill historical issue titles, descriptions, comments, or documents automatically.
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To backfill existing content manually after migrating, run:
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```sh
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pnpm issue-references:backfill
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# optional: limit to one company
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pnpm issue-references:backfill -- --company <company-id>
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```
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Future issue, comment, and document writes sync references automatically without running the backfill command.
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This mode is ideal for local development and one-command installs.
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Docker note: the Docker quickstart image also uses embedded PostgreSQL by default. Persist `/paperclip` to keep DB state across container restarts (see `doc/DOCKER.md`).
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## 2. Local PostgreSQL (Docker)
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For a full PostgreSQL server locally, use the included Docker Compose setup:
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```sh
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docker compose up -d
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```
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This starts PostgreSQL 17 on `localhost:5432`. Then set the connection string:
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```sh
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cp .env.example .env
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# .env already contains:
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# DATABASE_URL=postgres://paperclip:paperclip@localhost:5432/paperclip
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```
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Run migrations:
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```sh
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DATABASE_URL=postgres://paperclip:paperclip@localhost:5432/paperclip \
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pnpm db:migrate
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```
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Start the server:
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```sh
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pnpm dev
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```
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## 3. Hosted PostgreSQL (Supabase)
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For production, use a hosted PostgreSQL provider. [Supabase](https://supabase.com/) is a good option with a free tier.
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### Setup
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1. Create a project at [database.new](https://database.new)
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2. Go to **Project Settings > Database > Connection string**
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3. Copy the URI and replace the password placeholder with your database password
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### Connection string
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Supabase offers two connection modes:
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**Direct connection** (port 5432) — use for migrations and one-off scripts:
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```
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postgres://postgres.[PROJECT-REF]:[PASSWORD]@aws-0-[REGION].pooler.supabase.com:5432/postgres
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```
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**Connection pooling via Supavisor** (port 6543) — use for the application:
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```
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postgres://postgres.[PROJECT-REF]:[PASSWORD]@aws-0-[REGION].pooler.supabase.com:6543/postgres
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```
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### Configure
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For the application runtime, use a direct PostgreSQL connection unless the database client has explicit prepared-statement configuration for your pooling mode:
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```sh
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DATABASE_URL=postgres://postgres.[PROJECT-REF]:[PASSWORD]@aws-0-[REGION].pooler.supabase.com:5432/postgres
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```
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If you later run the app with a pooled runtime URL, set `DATABASE_MIGRATION_URL` to the direct connection URL. Paperclip uses it for startup schema checks/migrations and plugin namespace migrations, while the app continues to use `DATABASE_URL` for runtime queries:
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```sh
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DATABASE_URL=postgres://postgres.[PROJECT-REF]:[PASSWORD]@aws-0-[REGION].pooler.supabase.com:6543/postgres
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DATABASE_MIGRATION_URL=postgres://postgres.[PROJECT-REF]:[PASSWORD]@aws-0-[REGION].pooler.supabase.com:5432/postgres
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```
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If your hosted database requires transaction-pooling-only connections, use a direct or session-pooled connection for Paperclip until runtime pooling support is documented in this guide. Do not edit database client source files as part of deployment setup.
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### Push the schema
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```sh
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# Use the direct connection (port 5432) for schema changes
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DATABASE_URL=postgres://postgres.[PROJECT-REF]:[PASSWORD]@...5432/postgres \
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pnpm db:migrate
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```
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### Free tier limits
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- 500 MB database storage
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- 200 concurrent connections
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- Projects pause after 1 week of inactivity
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See [Supabase pricing](https://supabase.com/pricing) for current details.
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## Switching between modes
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The database mode is controlled by `DATABASE_URL`:
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| `DATABASE_URL` | Mode |
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|---|---|
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| Not set | Embedded PostgreSQL (`~/.paperclip/instances/default/db/`) |
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| `postgres://...localhost...` | Local Docker PostgreSQL |
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| `postgres://...supabase.com...` | Hosted Supabase |
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Your Drizzle schema (`packages/db/src/schema/`) stays the same regardless of mode.
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## Migration authoring checklist
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The 0126 issue comment attribution backfill showed the failure mode this checklist is meant to prevent: each batch looked for the next rows with an unindexed predicate, so PostgreSQL repeatedly scanned the same table and the migration became O(n²) as the table grew.
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When authoring migrations or one-time backfills:
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- Create the supporting index for the batch predicate before the backfill loop runs.
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- Bound batches by an indexed key, such as an id range or keyset pagination cursor. Do not use `OFFSET` pagination or a query shape that re-scans already-visited rows each batch.
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- Avoid unbounded full-table `UPDATE` or `DELETE` statements. Add a selective predicate and process rows in bounded batches when table size can be large.
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- Use `CREATE INDEX CONCURRENTLY` for large existing tables when the migration can run outside a transaction and must avoid long write locks.
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- Split schema changes, index creation, and data backfill into separate phases so each step has clear locking and rollback behavior.
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- Treat the `check:migrations` CI gate as the enforcement backstop for these rules. If it flags a migration, rewrite the migration or add a suppression comment with the indexed predicate, batch bound, and reason the remaining scan is safe.
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## Resource membership tables
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Paperclip stores current-user sidebar membership state in:
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- `project_memberships`
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- `agent_memberships`
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These rows are company-scoped and user-scoped. A missing row means the user is joined, so existing users keep seeing projects and agents in the sidebar until they explicitly leave them. Rows only control sidebar visibility; they do not affect project/agent detail access, all-pages, selectors, assignment flows, or existing company permissions.
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Both tables use a unique key on `(company_id, user_id, resource_id)` and keep `state` as `joined` or `left`. Join/leave mutations are idempotent board-user `/me` operations and write activity entries when the effective state changes.
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## Plugin database namespaces
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The plugin runtime tracks plugin-owned database namespaces and migrations in `plugin_database_namespaces` and `plugin_migrations`. Hosted deployments that separate runtime and migration connections should set `DATABASE_MIGRATION_URL`; plugin namespace migration work uses the migration connection when present.
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## Backups
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Paperclip supports automatic and manual logical database backups. These dumps include
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non-system database schemas such as `public`, the Drizzle migration journal, and
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plugin-owned database schemas. See `doc/DEVELOPING.md` for the current
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`paperclipai db:backup` / `pnpm db:backup` commands and backup retention
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configuration.
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Database backups do not include non-database instance files such as local-disk
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uploads, workspace files, or the local encrypted secrets master key. Back those paths
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up separately when you need full instance disaster recovery.
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## Secret storage
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Paperclip stores secret metadata and versions in:
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- `user_secret_definitions`
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- `user_secret_declarations`
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- `company_secrets`
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- `company_secret_versions`
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- `company_secret_bindings`
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- `secret_access_events`
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Company secrets use `company_secrets.scope = 'company'` and are bound directly
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through `company_secret_bindings`. User-specific secrets reuse the same provider
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and version storage, but each value is a `company_secrets.scope = 'user'` row
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with `owner_user_id` and `user_secret_definition_id` set. Definitions describe
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the reusable company-level slot, declarations record where `user_secret_ref`
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bindings are required, and the concrete value is selected later for the
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responsible user.
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Secret-aware env bindings are supported by agents, projects, and routines. Routine env lives in `routines.env`, is captured in `routine_revisions.snapshot`, and routine dispatches store `routine_runs.routine_revision_id` so runtime secret resolution uses the env snapshot that existed when the run was created. Routine secret refs bind with `target_type = 'routine'`, `target_id = routines.id`, and `config_path` values under `env.*`.
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For local/default installs, the active provider is `local_encrypted`:
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- Secret material is encrypted at rest with a local master key.
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- Default key file: `~/.paperclip/instances/default/secrets/master.key` (auto-created if missing).
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- CLI config location: `~/.paperclip/instances/default/config.json` under `secrets.localEncrypted.keyFilePath`.
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- Backup/restore requires both the database metadata and the local master key file; either artifact alone is insufficient.
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- The server best-effort enforces `0600` key file permissions and provider health reports permission warnings.
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- User-scoped values use the same local encrypted provider path. Database
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backups preserve definitions, declarations, owner metadata, version metadata,
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and access events, but restored user-scoped values are decryptable only when
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the matching local master key is restored with the database.
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Optional overrides:
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- `PAPERCLIP_SECRETS_MASTER_KEY` (32-byte key as base64, hex, or raw 32-char string)
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- `PAPERCLIP_SECRETS_MASTER_KEY_FILE` (custom key file path)
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Strict mode to block new inline sensitive env values:
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```sh
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PAPERCLIP_SECRETS_STRICT_MODE=true
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```
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You can set strict mode and provider defaults via:
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```sh
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pnpm paperclipai configure --section secrets
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```
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Inline secret migration command:
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```sh
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pnpm paperclipai secrets migrate-inline-env --company-id <company-id> --apply
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# direct database maintenance fallback
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pnpm secrets:migrate-inline-env --apply
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```
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Hosted AWS provider notes live in [SECRETS-AWS-PROVIDER.md](./SECRETS-AWS-PROVIDER.md).
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