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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.
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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
pnpm dev
```
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
3. Runs migrations automatically for empty databases
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:
```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.
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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)
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:
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```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
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```
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:
2026-02-16 20:21:15 -06:00
```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
2026-02-16 20:21:15 -06:00
```
[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.
2026-02-16 20:21:15 -06:00
### 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
2026-02-16 20:21:15 -06:00
```
### 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
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The database mode is controlled by `DATABASE_URL` :
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| `DATABASE_URL` | Mode |
|---|---|
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| Not set | Embedded PostgreSQL (`~/.paperclip/instances/default/db/` ) |
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| `postgres://...localhost...` | Local Docker PostgreSQL |
| `postgres://...supabase.com...` | Hosted Supabase |
Your Drizzle schema (`packages/db/src/schema/` ) stays the same regardless of mode.
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[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
Expand database backups to non-system schemas (#4859)
## Thinking Path
> - Paperclip is the control plane for autonomous AI companies.
> - Reliable backups are part of operating that control plane safely.
> - The previous backup path was public-schema oriented and did not
clearly cover plugin-owned schemas or migration history.
> - Paperclip now has plugin database namespaces and Drizzle migration
state that must survive backup/restore.
> - This pull request expands logical database backups to non-system
schemas and documents the backup boundary.
> - The benefit is safer restore behavior for core and plugin-owned
database state without implying full filesystem disaster recovery.
## What Changed
- Include non-system database schemas in JavaScript and pg_dump backup
paths.
- Preserve enum, table, sequence, index, constraint, migration, and
plugin-schema objects across backup/restore.
- Add restore coverage for plugin-owned schemas and Drizzle migration
history.
- Clarify docs that DB backups are logical database backups, not full
instance filesystem backups.
## Verification
- `pnpm install --frozen-lockfile`
- `pnpm exec vitest run packages/db/src/backup-lib.test.ts`
- Result: 1 test file passed, 4 tests passed.
- Confirmed this PR does not include `pnpm-lock.yaml` or
`.github/workflows/*` changes.
## Risks
- Medium: backup generation touches schema discovery and restore
ordering, so unusual database objects may need additional coverage
later.
- No migrations are included.
> 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 use enabled, medium reasoning
effort. Exact hosted context-window details are not exposed in this
runtime.
## 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
Note: no UI changes are included in this PR, so screenshots are not
applicable.
---------
Co-authored-by: Paperclip <noreply@paperclip.ing>
2026-04-30 12:54:35 -05:00
Paperclip supports automatic and manual logical database backups. These dumps include
non-system database schemas such as `public` , the Drizzle migration journal, and
plugin-owned database schemas. See `doc/DEVELOPING.md` for the current
`paperclipai db:backup` / `pnpm db:backup` commands and backup retention
configuration.
Database backups do not include non-database instance files such as local-disk
uploads, workspace files, or the local encrypted secrets master key. Back those paths
up separately when you need full instance disaster recovery.
[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
2026-02-19 15:44:11 -06:00
## 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.
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- 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` .
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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
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pnpm paperclipai configure --section secrets
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```
Inline secret migration command:
```sh
pnpm secrets:migrate-inline-env --apply
```