paperclip/doc/DATABASE.md

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# Database
Paperclip uses PostgreSQL via [Drizzle ORM](https://orm.drizzle.team/). There are three ways to run the database, from simplest to most production-ready.
## 1. Embedded PostgreSQL — zero config
If you don't set `DATABASE_URL`, the server automatically starts an embedded PostgreSQL instance and manages a local data directory.
```sh
pnpm dev
```
That's it. On first start the server:
1. Creates a `~/.paperclip/instances/default/db/` directory for storage
2. Ensures the `paperclip` database exists
3. Runs migrations automatically for empty databases
4. Starts serving requests
Data persists across restarts in `~/.paperclip/instances/default/db/`. To reset local dev data, delete that directory.
If you need to apply pending migrations manually, run:
```sh
pnpm db:migrate
```
When `DATABASE_URL` is unset, this command targets the current embedded PostgreSQL instance for your active Paperclip config/instance.
Add first-class issue references (#4214) ## Thinking Path > - Paperclip orchestrates AI agents for zero-human companies. > - Operators and agents coordinate through company-scoped issues, comments, documents, and task relationships. > - Issue text can mention other tickets, but those references were previously plain markdown/text without durable relationship data. > - That made it harder to understand related work, surface backlinks, and keep cross-ticket context visible in the board. > - This pull request adds first-class issue reference extraction, storage, API responses, and UI surfaces. > - The benefit is that issue references become queryable, navigable, and visible without relying on ad hoc text scanning. ## What Changed - Added shared issue-reference parsing utilities and exported reference-related types/constants. - Added an `issue_reference_mentions` table, idempotent migration DDL, schema exports, and database documentation. - Added server-side issue reference services, route integration, activity summaries, and a backfill command for existing issue content. - Added UI reference pills, related-work panels, markdown/editor mention handling, and issue detail/property rendering updates. - Added focused shared, server, and UI tests for parsing, persistence, display, and related-work behavior. - Rebased `PAP-735-first-class-task-references` cleanly onto `public-gh/master`; no `pnpm-lock.yaml` changes are included. ## Verification - `pnpm -r typecheck` - `pnpm test:run packages/shared/src/issue-references.test.ts server/src/__tests__/issue-references-service.test.ts ui/src/components/IssueRelatedWorkPanel.test.tsx ui/src/components/IssueProperties.test.tsx ui/src/components/MarkdownBody.test.tsx` ## Risks - Medium risk because this adds a new issue-reference persistence path that touches shared parsing, database schema, server routes, and UI rendering. - Migration risk is mitigated by `CREATE TABLE IF NOT EXISTS`, guarded foreign-key creation, and `CREATE INDEX IF NOT EXISTS` statements so users who have applied an older local version of the numbered migration can re-run safely. - UI risk is limited by focused component coverage, but reviewers should still manually inspect issue detail pages containing ticket references before merge. > For core feature work, check [`ROADMAP.md`](ROADMAP.md) first and discuss it in `#dev` before opening the PR. Feature PRs that overlap with planned core work may need to be redirected — check the roadmap first. See `CONTRIBUTING.md`. ## Model Used - OpenAI Codex, GPT-5-based coding agent, tool-using shell workflow with repository inspection, git rebase/push, typecheck, and focused Vitest verification. ## 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 run tests locally and they pass - [x] I have added or updated tests where applicable - [x] If this change affects the UI, I have included before/after screenshots - [x] I have updated relevant documentation to reflect my changes - [x] I have considered and documented any risks above - [x] I will address all Greptile and reviewer comments before requesting merge --------- Co-authored-by: dotta <dotta@example.com> Co-authored-by: Paperclip <noreply@paperclip.ing>
2026-04-21 10:02:52 -05:00
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.
To backfill existing content manually after migrating, run:
```sh
pnpm issue-references:backfill
# optional: limit to one company
pnpm issue-references:backfill -- --company <company-id>
```
Future issue, comment, and document writes sync references automatically without running the backfill command.
This mode is ideal for local development and one-command installs.
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`).
## 2. Local PostgreSQL (Docker)
For a full PostgreSQL server locally, use the included Docker Compose setup:
```sh
docker compose up -d
```
This starts PostgreSQL 17 on `localhost:5432`. Then set the connection string:
```sh
cp .env.example .env
# .env already contains:
# DATABASE_URL=postgres://paperclip:paperclip@localhost:5432/paperclip
```
[codex] Refresh docs and agent skills (#4693) ## Thinking Path > - Paperclip orchestrates AI agents through a company-scoped control plane > - Contributors and agents need docs and skills that match the current V1 behavior > - The source branch included documentation updates alongside implementation work > - Keeping docs and skill guidance separate makes the implementation PR easier to review > - This pull request refreshes the V1 docs and agent-operating guidance without changing runtime behavior > - The benefit is current contributor guidance that can merge independently from code changes ## What Changed - Refreshed V1 product, goal, implementation, database, and development documentation. - Updated the Paperclip heartbeat skill guidance and create-agent skill references. - Added the Paperclip plan-to-task conversion skill. - Updated release changelog skill guidance. ## Verification - `git diff --check public-gh/master..HEAD` passed in the PR worktree after the Greptile fix. - Greptile Review passed on head `673317ed` with zero unresolved review threads. - GitHub PR checks passed on head `673317ed`: `policy`, `verify`, `e2e`, and `security/snyk (cryppadotta)`. ## Risks - Low runtime risk because this branch only changes docs and skill guidance. - Documentation may need follow-up wording adjustments if reviewers want a different framing for V1 behavior. > For core feature work, check [`ROADMAP.md`](ROADMAP.md) first and discuss it in `#dev` before opening the PR. Feature PRs that overlap with planned core work may need to be redirected — check the roadmap first. See `CONTRIBUTING.md`. ## Model Used - OpenAI Codex, GPT-5 coding agent, tool-enabled terminal/GitHub workflow. Exact runtime context window was not exposed by the harness. ## 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 run tests locally and they pass - [x] I have added or updated tests where applicable - [x] If this change affects the UI, I have included before/after screenshots - [x] I have updated relevant documentation to reflect my changes - [x] I have considered and documented any risks above - [x] I will address all Greptile and reviewer comments before requesting merge --------- Co-authored-by: Paperclip <noreply@paperclip.ing>
2026-04-28 16:12:03 -05:00
Run migrations:
```sh
DATABASE_URL=postgres://paperclip:paperclip@localhost:5432/paperclip \
[codex] Refresh docs and agent skills (#4693) ## Thinking Path > - Paperclip orchestrates AI agents through a company-scoped control plane > - Contributors and agents need docs and skills that match the current V1 behavior > - The source branch included documentation updates alongside implementation work > - Keeping docs and skill guidance separate makes the implementation PR easier to review > - This pull request refreshes the V1 docs and agent-operating guidance without changing runtime behavior > - The benefit is current contributor guidance that can merge independently from code changes ## What Changed - Refreshed V1 product, goal, implementation, database, and development documentation. - Updated the Paperclip heartbeat skill guidance and create-agent skill references. - Added the Paperclip plan-to-task conversion skill. - Updated release changelog skill guidance. ## Verification - `git diff --check public-gh/master..HEAD` passed in the PR worktree after the Greptile fix. - Greptile Review passed on head `673317ed` with zero unresolved review threads. - GitHub PR checks passed on head `673317ed`: `policy`, `verify`, `e2e`, and `security/snyk (cryppadotta)`. ## Risks - Low runtime risk because this branch only changes docs and skill guidance. - Documentation may need follow-up wording adjustments if reviewers want a different framing for V1 behavior. > For core feature work, check [`ROADMAP.md`](ROADMAP.md) first and discuss it in `#dev` before opening the PR. Feature PRs that overlap with planned core work may need to be redirected — check the roadmap first. See `CONTRIBUTING.md`. ## Model Used - OpenAI Codex, GPT-5 coding agent, tool-enabled terminal/GitHub workflow. Exact runtime context window was not exposed by the harness. ## 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 run tests locally and they pass - [x] I have added or updated tests where applicable - [x] If this change affects the UI, I have included before/after screenshots - [x] I have updated relevant documentation to reflect my changes - [x] I have considered and documented any risks above - [x] I will address all Greptile and reviewer comments before requesting merge --------- Co-authored-by: Paperclip <noreply@paperclip.ing>
2026-04-28 16:12:03 -05:00
pnpm db:migrate
```
Start the server:
```sh
pnpm dev
```
## 3. Hosted PostgreSQL (Supabase)
For production, use a hosted PostgreSQL provider. [Supabase](https://supabase.com/) is a good option with a free tier.
### Setup
1. Create a project at [database.new](https://database.new)
2. Go to **Project Settings > Database > Connection string**
3. Copy the URI and replace the password placeholder with your database password
### Connection string
Supabase offers two connection modes:
**Direct connection** (port 5432) — use for migrations and one-off scripts:
```
postgres://postgres.[PROJECT-REF]:[PASSWORD]@aws-0-[REGION].pooler.supabase.com:5432/postgres
```
**Connection pooling via Supavisor** (port 6543) — use for the application:
```
postgres://postgres.[PROJECT-REF]:[PASSWORD]@aws-0-[REGION].pooler.supabase.com:6543/postgres
```
### Configure
[codex] Refresh docs and agent skills (#4693) ## Thinking Path > - Paperclip orchestrates AI agents through a company-scoped control plane > - Contributors and agents need docs and skills that match the current V1 behavior > - The source branch included documentation updates alongside implementation work > - Keeping docs and skill guidance separate makes the implementation PR easier to review > - This pull request refreshes the V1 docs and agent-operating guidance without changing runtime behavior > - The benefit is current contributor guidance that can merge independently from code changes ## What Changed - Refreshed V1 product, goal, implementation, database, and development documentation. - Updated the Paperclip heartbeat skill guidance and create-agent skill references. - Added the Paperclip plan-to-task conversion skill. - Updated release changelog skill guidance. ## Verification - `git diff --check public-gh/master..HEAD` passed in the PR worktree after the Greptile fix. - Greptile Review passed on head `673317ed` with zero unresolved review threads. - GitHub PR checks passed on head `673317ed`: `policy`, `verify`, `e2e`, and `security/snyk (cryppadotta)`. ## Risks - Low runtime risk because this branch only changes docs and skill guidance. - Documentation may need follow-up wording adjustments if reviewers want a different framing for V1 behavior. > For core feature work, check [`ROADMAP.md`](ROADMAP.md) first and discuss it in `#dev` before opening the PR. Feature PRs that overlap with planned core work may need to be redirected — check the roadmap first. See `CONTRIBUTING.md`. ## Model Used - OpenAI Codex, GPT-5 coding agent, tool-enabled terminal/GitHub workflow. Exact runtime context window was not exposed by the harness. ## 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 run tests locally and they pass - [x] I have added or updated tests where applicable - [x] If this change affects the UI, I have included before/after screenshots - [x] I have updated relevant documentation to reflect my changes - [x] I have considered and documented any risks above - [x] I will address all Greptile and reviewer comments before requesting merge --------- Co-authored-by: Paperclip <noreply@paperclip.ing>
2026-04-28 16:12:03 -05:00
For the application runtime, use a direct PostgreSQL connection unless the database client has explicit prepared-statement configuration for your pooling mode:
```sh
[codex] Refresh docs and agent skills (#4693) ## Thinking Path > - Paperclip orchestrates AI agents through a company-scoped control plane > - Contributors and agents need docs and skills that match the current V1 behavior > - The source branch included documentation updates alongside implementation work > - Keeping docs and skill guidance separate makes the implementation PR easier to review > - This pull request refreshes the V1 docs and agent-operating guidance without changing runtime behavior > - The benefit is current contributor guidance that can merge independently from code changes ## What Changed - Refreshed V1 product, goal, implementation, database, and development documentation. - Updated the Paperclip heartbeat skill guidance and create-agent skill references. - Added the Paperclip plan-to-task conversion skill. - Updated release changelog skill guidance. ## Verification - `git diff --check public-gh/master..HEAD` passed in the PR worktree after the Greptile fix. - Greptile Review passed on head `673317ed` with zero unresolved review threads. - GitHub PR checks passed on head `673317ed`: `policy`, `verify`, `e2e`, and `security/snyk (cryppadotta)`. ## Risks - Low runtime risk because this branch only changes docs and skill guidance. - Documentation may need follow-up wording adjustments if reviewers want a different framing for V1 behavior. > For core feature work, check [`ROADMAP.md`](ROADMAP.md) first and discuss it in `#dev` before opening the PR. Feature PRs that overlap with planned core work may need to be redirected — check the roadmap first. See `CONTRIBUTING.md`. ## Model Used - OpenAI Codex, GPT-5 coding agent, tool-enabled terminal/GitHub workflow. Exact runtime context window was not exposed by the harness. ## 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 run tests locally and they pass - [x] I have added or updated tests where applicable - [x] If this change affects the UI, I have included before/after screenshots - [x] I have updated relevant documentation to reflect my changes - [x] I have considered and documented any risks above - [x] I will address all Greptile and reviewer comments before requesting merge --------- Co-authored-by: Paperclip <noreply@paperclip.ing>
2026-04-28 16:12:03 -05:00
DATABASE_URL=postgres://postgres.[PROJECT-REF]:[PASSWORD]@aws-0-[REGION].pooler.supabase.com:5432/postgres
```
[codex] Refresh docs and agent skills (#4693) ## Thinking Path > - Paperclip orchestrates AI agents through a company-scoped control plane > - Contributors and agents need docs and skills that match the current V1 behavior > - The source branch included documentation updates alongside implementation work > - Keeping docs and skill guidance separate makes the implementation PR easier to review > - This pull request refreshes the V1 docs and agent-operating guidance without changing runtime behavior > - The benefit is current contributor guidance that can merge independently from code changes ## What Changed - Refreshed V1 product, goal, implementation, database, and development documentation. - Updated the Paperclip heartbeat skill guidance and create-agent skill references. - Added the Paperclip plan-to-task conversion skill. - Updated release changelog skill guidance. ## Verification - `git diff --check public-gh/master..HEAD` passed in the PR worktree after the Greptile fix. - Greptile Review passed on head `673317ed` with zero unresolved review threads. - GitHub PR checks passed on head `673317ed`: `policy`, `verify`, `e2e`, and `security/snyk (cryppadotta)`. ## Risks - Low runtime risk because this branch only changes docs and skill guidance. - Documentation may need follow-up wording adjustments if reviewers want a different framing for V1 behavior. > For core feature work, check [`ROADMAP.md`](ROADMAP.md) first and discuss it in `#dev` before opening the PR. Feature PRs that overlap with planned core work may need to be redirected — check the roadmap first. See `CONTRIBUTING.md`. ## Model Used - OpenAI Codex, GPT-5 coding agent, tool-enabled terminal/GitHub workflow. Exact runtime context window was not exposed by the harness. ## 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 run tests locally and they pass - [x] I have added or updated tests where applicable - [x] If this change affects the UI, I have included before/after screenshots - [x] I have updated relevant documentation to reflect my changes - [x] I have considered and documented any risks above - [x] I will address all Greptile and reviewer comments before requesting merge --------- Co-authored-by: Paperclip <noreply@paperclip.ing>
2026-04-28 16:12:03 -05:00
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:
[codex] Add plugin orchestration host APIs (#4114) ## Thinking Path > - Paperclip orchestrates AI agents for zero-human companies. > - The plugin system is the extension path for optional capabilities that should not require core product changes for every integration. > - Plugins need scoped host APIs for issue orchestration, documents, wakeups, summaries, activity attribution, and isolated database state. > - Without those host APIs, richer plugins either cannot coordinate Paperclip work safely or need privileged core-side special cases. > - This pull request adds the plugin orchestration host surface, scoped route dispatch, a database namespace layer, and a smoke plugin that exercises the contract. > - The benefit is a broader plugin API that remains company-scoped, auditable, and covered by tests. ## What Changed - Added plugin orchestration host APIs for issue creation, document access, wakeups, summaries, plugin-origin activity, and scoped API route dispatch. - Added plugin database namespace tables, schema exports, migration checks, and idempotent replay coverage under migration `0059_plugin_database_namespaces`. - Added shared plugin route/API types and validators used by server and SDK boundaries. - Expanded plugin SDK types, protocol helpers, worker RPC host behavior, and testing utilities for orchestration flows. - Added the `plugin-orchestration-smoke-example` package to exercise scoped routes, restricted database namespaces, issue orchestration, documents, wakeups, summaries, and UI status surfaces. - Kept the new orchestration smoke fixture out of the root pnpm workspace importer so this PR preserves the repository policy of not committing `pnpm-lock.yaml`. - Updated plugin docs and database docs for the new orchestration and database namespace surfaces. - Rebased the branch onto `public-gh/master`, resolved conflicts, and removed `pnpm-lock.yaml` from the final PR diff. ## Verification - `pnpm install --frozen-lockfile` - `pnpm --filter @paperclipai/db typecheck` - `pnpm exec vitest run packages/db/src/client.test.ts` - `pnpm exec vitest run server/src/__tests__/plugin-database.test.ts server/src/__tests__/plugin-orchestration-apis.test.ts server/src/__tests__/plugin-routes-authz.test.ts server/src/__tests__/plugin-scoped-api-routes.test.ts server/src/__tests__/plugin-sdk-orchestration-contract.test.ts` - From `packages/plugins/examples/plugin-orchestration-smoke-example`: `pnpm exec vitest run --config ./vitest.config.ts` - `pnpm --dir packages/plugins/examples/plugin-orchestration-smoke-example run typecheck` - `pnpm --filter @paperclipai/server typecheck` - PR CI on latest head `293fc67c`: `policy`, `verify`, `e2e`, and `security/snyk` all passed. ## Risks - Medium risk: this expands plugin host authority, so route auth, company scoping, and plugin-origin activity attribution need careful review. - Medium risk: database namespace migration behavior must remain idempotent for environments that may have seen earlier branch versions. - Medium risk: the orchestration smoke fixture is intentionally excluded from the root workspace importer to avoid a `pnpm-lock.yaml` PR diff; direct fixture verification remains listed above. - Low operational risk from the PR setup itself: the branch is rebased onto current `master`, the migration is ordered after upstream `0057`/`0058`, and `pnpm-lock.yaml` is not in the final diff. > For core feature work, check [`ROADMAP.md`](ROADMAP.md) first and discuss it in `#dev` before opening the PR. Feature PRs that overlap with planned core work may need to be redirected — check the roadmap first. See `CONTRIBUTING.md`. Roadmap checked: this work aligns with the completed Plugin system milestone and extends the plugin surface rather than duplicating an unrelated planned core feature. ## Model Used - OpenAI Codex, GPT-5-based coding agent in a tool-enabled CLI environment. Exact hosted model build and context-window size are not exposed by the runtime; reasoning/tool use were enabled for repository inspection, editing, testing, git operations, and PR creation. ## 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 run tests locally and they pass - [x] I have added or updated tests where applicable - [x] If this change affects the UI, I have included before/after screenshots (N/A: no core UI screen change; example plugin UI contract is covered by tests) - [x] I have updated relevant documentation to reflect my changes - [x] I have considered and documented any risks above - [x] I will address all Greptile and reviewer comments before requesting merge --------- Co-authored-by: Paperclip <noreply@paperclip.ing>
2026-04-20 08:52:51 -05:00
```sh
DATABASE_URL=postgres://postgres.[PROJECT-REF]:[PASSWORD]@aws-0-[REGION].pooler.supabase.com:6543/postgres
DATABASE_MIGRATION_URL=postgres://postgres.[PROJECT-REF]:[PASSWORD]@aws-0-[REGION].pooler.supabase.com:5432/postgres
```
[codex] Refresh docs and agent skills (#4693) ## Thinking Path > - Paperclip orchestrates AI agents through a company-scoped control plane > - Contributors and agents need docs and skills that match the current V1 behavior > - The source branch included documentation updates alongside implementation work > - Keeping docs and skill guidance separate makes the implementation PR easier to review > - This pull request refreshes the V1 docs and agent-operating guidance without changing runtime behavior > - The benefit is current contributor guidance that can merge independently from code changes ## What Changed - Refreshed V1 product, goal, implementation, database, and development documentation. - Updated the Paperclip heartbeat skill guidance and create-agent skill references. - Added the Paperclip plan-to-task conversion skill. - Updated release changelog skill guidance. ## Verification - `git diff --check public-gh/master..HEAD` passed in the PR worktree after the Greptile fix. - Greptile Review passed on head `673317ed` with zero unresolved review threads. - GitHub PR checks passed on head `673317ed`: `policy`, `verify`, `e2e`, and `security/snyk (cryppadotta)`. ## Risks - Low runtime risk because this branch only changes docs and skill guidance. - Documentation may need follow-up wording adjustments if reviewers want a different framing for V1 behavior. > For core feature work, check [`ROADMAP.md`](ROADMAP.md) first and discuss it in `#dev` before opening the PR. Feature PRs that overlap with planned core work may need to be redirected — check the roadmap first. See `CONTRIBUTING.md`. ## Model Used - OpenAI Codex, GPT-5 coding agent, tool-enabled terminal/GitHub workflow. Exact runtime context window was not exposed by the harness. ## 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 run tests locally and they pass - [x] I have added or updated tests where applicable - [x] If this change affects the UI, I have included before/after screenshots - [x] I have updated relevant documentation to reflect my changes - [x] I have considered and documented any risks above - [x] I will address all Greptile and reviewer comments before requesting merge --------- Co-authored-by: Paperclip <noreply@paperclip.ing>
2026-04-28 16:12:03 -05:00
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.
### Push the schema
```sh
# Use the direct connection (port 5432) for schema changes
DATABASE_URL=postgres://postgres.[PROJECT-REF]:[PASSWORD]@...5432/postgres \
[codex] Refresh docs and agent skills (#4693) ## Thinking Path > - Paperclip orchestrates AI agents through a company-scoped control plane > - Contributors and agents need docs and skills that match the current V1 behavior > - The source branch included documentation updates alongside implementation work > - Keeping docs and skill guidance separate makes the implementation PR easier to review > - This pull request refreshes the V1 docs and agent-operating guidance without changing runtime behavior > - The benefit is current contributor guidance that can merge independently from code changes ## What Changed - Refreshed V1 product, goal, implementation, database, and development documentation. - Updated the Paperclip heartbeat skill guidance and create-agent skill references. - Added the Paperclip plan-to-task conversion skill. - Updated release changelog skill guidance. ## Verification - `git diff --check public-gh/master..HEAD` passed in the PR worktree after the Greptile fix. - Greptile Review passed on head `673317ed` with zero unresolved review threads. - GitHub PR checks passed on head `673317ed`: `policy`, `verify`, `e2e`, and `security/snyk (cryppadotta)`. ## Risks - Low runtime risk because this branch only changes docs and skill guidance. - Documentation may need follow-up wording adjustments if reviewers want a different framing for V1 behavior. > For core feature work, check [`ROADMAP.md`](ROADMAP.md) first and discuss it in `#dev` before opening the PR. Feature PRs that overlap with planned core work may need to be redirected — check the roadmap first. See `CONTRIBUTING.md`. ## Model Used - OpenAI Codex, GPT-5 coding agent, tool-enabled terminal/GitHub workflow. Exact runtime context window was not exposed by the harness. ## 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 run tests locally and they pass - [x] I have added or updated tests where applicable - [x] If this change affects the UI, I have included before/after screenshots - [x] I have updated relevant documentation to reflect my changes - [x] I have considered and documented any risks above - [x] I will address all Greptile and reviewer comments before requesting merge --------- Co-authored-by: Paperclip <noreply@paperclip.ing>
2026-04-28 16:12:03 -05:00
pnpm db:migrate
```
### Free tier limits
- 500 MB database storage
- 200 concurrent connections
- Projects pause after 1 week of inactivity
See [Supabase pricing](https://supabase.com/pricing) for current details.
## Switching between modes
The database mode is controlled by `DATABASE_URL`:
| `DATABASE_URL` | Mode |
|---|---|
| Not set | Embedded PostgreSQL (`~/.paperclip/instances/default/db/`) |
| `postgres://...localhost...` | Local Docker PostgreSQL |
| `postgres://...supabase.com...` | Hosted Supabase |
Your Drizzle schema (`packages/db/src/schema/`) stays the same regardless of mode.
[codex] Refresh docs and agent skills (#4693) ## Thinking Path > - Paperclip orchestrates AI agents through a company-scoped control plane > - Contributors and agents need docs and skills that match the current V1 behavior > - The source branch included documentation updates alongside implementation work > - Keeping docs and skill guidance separate makes the implementation PR easier to review > - This pull request refreshes the V1 docs and agent-operating guidance without changing runtime behavior > - The benefit is current contributor guidance that can merge independently from code changes ## What Changed - Refreshed V1 product, goal, implementation, database, and development documentation. - Updated the Paperclip heartbeat skill guidance and create-agent skill references. - Added the Paperclip plan-to-task conversion skill. - Updated release changelog skill guidance. ## Verification - `git diff --check public-gh/master..HEAD` passed in the PR worktree after the Greptile fix. - Greptile Review passed on head `673317ed` with zero unresolved review threads. - GitHub PR checks passed on head `673317ed`: `policy`, `verify`, `e2e`, and `security/snyk (cryppadotta)`. ## Risks - Low runtime risk because this branch only changes docs and skill guidance. - Documentation may need follow-up wording adjustments if reviewers want a different framing for V1 behavior. > For core feature work, check [`ROADMAP.md`](ROADMAP.md) first and discuss it in `#dev` before opening the PR. Feature PRs that overlap with planned core work may need to be redirected — check the roadmap first. See `CONTRIBUTING.md`. ## Model Used - OpenAI Codex, GPT-5 coding agent, tool-enabled terminal/GitHub workflow. Exact runtime context window was not exposed by the harness. ## 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 run tests locally and they pass - [x] I have added or updated tests where applicable - [x] If this change affects the UI, I have included before/after screenshots - [x] I have updated relevant documentation to reflect my changes - [x] I have considered and documented any risks above - [x] I will address all Greptile and reviewer comments before requesting merge --------- Co-authored-by: Paperclip <noreply@paperclip.ing>
2026-04-28 16:12:03 -05:00
## Plugin database namespaces
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.
## Backups
Paperclip supports automatic and manual database backups. See `doc/DEVELOPING.md` for the current `paperclipai db:backup` / `pnpm db:backup` commands and backup retention configuration.
## Secret storage
Paperclip stores secret metadata and versions in:
- `company_secrets`
- `company_secret_versions`
For local/default installs, the active provider is `local_encrypted`:
- Secret material is encrypted at rest with a local master key.
- Default key file: `~/.paperclip/instances/default/secrets/master.key` (auto-created if missing).
- CLI config location: `~/.paperclip/instances/default/config.json` under `secrets.localEncrypted.keyFilePath`.
Optional overrides:
- `PAPERCLIP_SECRETS_MASTER_KEY` (32-byte key as base64, hex, or raw 32-char string)
- `PAPERCLIP_SECRETS_MASTER_KEY_FILE` (custom key file path)
Strict mode to block new inline sensitive env values:
```sh
PAPERCLIP_SECRETS_STRICT_MODE=true
```
You can set strict mode and provider defaults via:
```sh
pnpm paperclipai configure --section secrets
```
Inline secret migration command:
```sh
pnpm secrets:migrate-inline-env --apply
```