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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>
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13 changed files with 192 additions and 76 deletions
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@ -59,11 +59,11 @@ cp .env.example .env
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# DATABASE_URL=postgres://paperclip:paperclip@localhost:5432/paperclip
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```
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Run migrations (once the migration generation issue is fixed) or use `drizzle-kit push`:
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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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npx drizzle-kit push
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pnpm db:migrate
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```
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Start the server:
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@ -100,37 +100,27 @@ postgres://postgres.[PROJECT-REF]:[PASSWORD]@aws-0-[REGION].pooler.supabase.com:
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### Configure
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Set `DATABASE_URL` in your `.env`:
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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:6543/postgres
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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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For hosted deployments that use a pooled runtime URL, set
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`DATABASE_MIGRATION_URL` to the direct connection URL. Paperclip uses it for
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startup schema checks/migrations and plugin namespace migrations, while the app
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continues to use `DATABASE_URL` for runtime queries:
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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 using connection pooling (port 6543), the `postgres` client must disable prepared statements. Update `packages/db/src/client.ts`:
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```ts
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export function createDb(url: string) {
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const sql = postgres(url, { prepare: false });
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return drizzlePg(sql, { schema });
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}
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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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npx drizzle-kit push
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pnpm db:migrate
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```
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### Free tier limits
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@ -153,6 +143,14 @@ The database mode is controlled by `DATABASE_URL`:
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Your Drizzle schema (`packages/db/src/schema/`) stays the same regardless of mode.
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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 database backups. See `doc/DEVELOPING.md` for the current `paperclipai db:backup` / `pnpm db:backup` commands and backup retention configuration.
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## Secret storage
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Paperclip stores secret metadata and versions in:
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@ -43,6 +43,8 @@ This starts:
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`pnpm dev` and `pnpm dev:once` are now idempotent for the current repo and instance: if the matching Paperclip dev runner is already alive, Paperclip reports the existing process instead of starting a duplicate.
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Issue execution may also use project execution workspace policies and workspace runtime services for per-project worktrees, preview servers, and managed dev commands. Configure those through the project workspace/runtime surfaces rather than starting long-running unmanaged processes when a task needs a reusable service.
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## Storybook
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The board UI Storybook keeps stories and Storybook config under `ui/storybook/` so component review files stay out of the app source routes.
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@ -113,6 +115,8 @@ pnpm test:release-smoke
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These browser suites are intended for targeted local verification and CI, not the default agent/human test command.
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For normal issue work, start with the smallest targeted check that proves the change. Reserve repo-wide typecheck/build/test runs for PR-ready handoff or changes broad enough that narrow checks do not cover the risk.
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## One-Command Local Run
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For a first-time local install, you can bootstrap and run in one command:
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@ -194,6 +198,8 @@ For `codex_local`, Paperclip also manages a per-company Codex home under the ins
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If the `codex` CLI is not installed or not on `PATH`, `codex_local` agent runs fail at execution time with a clear adapter error. Quota polling uses a short-lived `codex app-server` subprocess: when `codex` cannot be spawned, that provider reports `ok: false` in aggregated quota results and the API server keeps running (it must not exit on a missing binary).
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Local adapters require their corresponding CLI/session setup on the machine running Paperclip. External adapters are installed through the adapter/plugin flow and should not require hardcoded imports in `server/` or `ui/`.
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## Worktree-local Instances
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When developing from multiple git worktrees, do not point two Paperclip servers at the same embedded PostgreSQL data directory.
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15
doc/GOAL.md
15
doc/GOAL.md
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@ -23,7 +23,7 @@ Paperclip is the command, communication, and control plane for a company of AI a
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- **Track work in real time** — see at any moment what every agent is working on
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- **Control costs** — token salary budgets per agent, spend tracking, burn rate
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- **Align to goals** — agents see how their work serves the bigger mission
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- **Store company knowledge** — a shared brain for the organization
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- **Preserve work context** — comments, documents, work products, attachments, and company state stay attached to the work
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## Architecture
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@ -36,17 +36,20 @@ The central nervous system. Manages:
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- Agent registry and org chart
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- Task assignment and status
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- Budget and token spend tracking
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- Company knowledge base
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- Issue comments, documents, work products, attachments, and company state
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- Goal hierarchy (company → team → agent → task)
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- Heartbeat monitoring — know when agents are alive, idle, or stuck
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It also enforces execution-control semantics such as single-assignee issues, atomic checkout and execution locks, blockers, recovery issues, and workspace/runtime controls.
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### 2. Execution Services (adapters)
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Agents run externally and report into the control plane. An agent is just Python code that gets kicked off and does work. Adapters connect different execution environments:
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Agents run externally and report into the control plane. Adapters connect different execution environments and define how a heartbeat is invoked, observed, and cancelled:
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- **OpenClaw** — initial adapter target
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- **Heartbeat loop** — simple custom Python that loops, checks in, does work
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- **Others** — any runtime that can call an API
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- **Local CLI/session adapters** — built-in adapters for tools such as Claude Code, Codex, Gemini, OpenCode, Pi, and Cursor
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- **HTTP/process-style adapters** — command or webhook/API integrations for custom runtimes
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- **OpenClaw gateway** — integration for OpenClaw-style remote agents
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- **External adapter plugins** — dynamically loaded adapters installed outside the core app
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The control plane doesn't run agents. It orchestrates them. Agents run wherever they run and phone home.
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@ -32,12 +32,14 @@ Then you define who reports to the CEO: a CTO managing programmers, a CMO managi
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### Agent Execution
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There are two fundamental modes for running an agent's heartbeat:
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Paperclip supports several ways to run an agent's heartbeat:
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1. **Run a command** — Paperclip kicks off a process (shell command, Python script, etc.) and tracks it. The heartbeat is "execute this and monitor it."
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2. **Fire and forget a request** — Paperclip sends a webhook/API call to an externally running agent. The heartbeat is "notify this agent to wake up." (OpenClaw hooks work this way.)
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1. **Local CLI/session adapters** — Paperclip starts or resumes local coding-tool sessions such as Claude Code, Codex, Gemini, OpenCode, Pi, and Cursor, then tracks the run.
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2. **Run a command** — Paperclip kicks off a process (shell command, Python script, etc.) and tracks it. The heartbeat is "execute this and monitor it."
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3. **Fire and forget a request** — Paperclip sends a webhook/API call to an externally running agent. The heartbeat is "notify this agent to wake up." OpenClaw-style hooks work this way.
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4. **External adapter plugins** — Paperclip loads adapter packages through the plugin/adapter flow so self-hosted installs can add runtimes without hardcoding them in core.
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We provide sensible defaults — a default agent that shells out to Claude Code or Codex with your configuration, remembers session IDs, runs basic scripts. But you can plug in anything.
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Agent runs can use project and execution workspaces, managed runtime services such as preview/dev servers, adapter-specific session state, and HTTP/webhook-style execution. We provide sensible defaults, but the adapter is still the boundary: if a runtime can be invoked, observed, and authorized, Paperclip can coordinate it.
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### Task Management
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@ -54,7 +56,7 @@ I am researching the Facebook ads Granola uses (current task)
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Tasks have parentage. Every task exists in service of a parent task, all the way up to the company goal. This is what keeps autonomous agents aligned — they can always answer "why am I doing this?"
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More detailed task structure TBD.
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The current issue model includes stable issue identifiers, parent/sub-issues, blockers, a single assignee, comments, issue documents, attachments and work products, and review/approval handoffs. That structure keeps work inspectable by both the board and agents while still allowing agents to decompose work into smaller tasks.
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## Principles
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@ -115,7 +117,7 @@ Paperclip’s core identity is a **control plane for autonomous AI companies**,
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- Do not make the core product a general chat app. The current product definition is explicitly task/comment-centric and “not a chatbot,” and that boundary is valuable.
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- Do not build a complete Jira/GitHub replacement. The repo/docs already position Paperclip as organization orchestration, not focused on pull-request review.
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- Do not build enterprise-grade RBAC first. The current V1 spec still treats multi-board governance and fine-grained human permissions as out of scope, so the first multi-user version should be coarse and company-scoped.
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- Do not build enterprise-grade RBAC first. Paperclip now has authenticated mode, company memberships, instance roles, and permission grants, but fine-grained enterprise governance should remain secondary to the core company control plane.
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- Do not lead with raw bash logs and transcripts. Default view should be human-readable intent/progress, with raw detail beneath.
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- Do not force users to understand provider/API-key plumbing unless absolutely necessary. There are active onboarding/auth issues already; friction here is clearly real.
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@ -136,11 +138,14 @@ Paperclip’s core identity is a **control plane for autonomous AI companies**,
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5. **Output-first**
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Work is not done until the user can see the result: file, document, preview link, screenshot, plan, or PR.
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6. **Local-first, cloud-ready**
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6. **Execution visibility without log worship**
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Active runs, recovery issues, productivity review states, blockers, and work products should be first-class surfaces. Raw transcripts are available when needed, but they are not the primary product surface.
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7. **Local-first, cloud-ready**
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The mental model should not change between local solo use and shared/private or public/cloud deployment.
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7. **Safe autonomy**
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8. **Safe autonomy**
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Auto mode is allowed; hidden token burn is not.
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8. **Thin core, rich edges**
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9. **Thin core, rich edges**
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Put optional chat, knowledge, and special surfaces into plugins/extensions rather than bloating the control plane.
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@ -1,7 +1,7 @@
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# Paperclip V1 Implementation Spec
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Status: Implementation contract for first release (V1)
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Date: 2026-02-17
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Date: 2026-04-28
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Audience: Product, engineering, and agent-integration authors
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Source inputs: `GOAL.md`, `PRODUCT.md`, `SPEC.md`, `DATABASE.md`, current monorepo code
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@ -37,8 +37,9 @@ These decisions close open questions from `SPEC.md` for V1.
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| Visibility | Full visibility to board and all agents in same company |
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| Communication | Tasks + comments only (no separate chat system) |
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| Task ownership | Single assignee; atomic checkout required for `in_progress` transition |
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| Recovery | No automatic reassignment; control-plane recovery may retry lost execution continuity once, then uses explicit recovery issues or human escalation |
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| Agent adapters | Built-in `process` and `http` adapters |
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| Recovery | Liveness/watchdog recovery preserves explicit ownership: retry lost execution continuity where safe, otherwise create visible recovery issues or require human escalation (see `doc/execution-semantics.md`) |
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| Agent adapters | Built-in `process`, `http`, local CLI/session adapters, and OpenClaw gateway support; external adapters can also be loaded through the adapter plugin flow |
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| Plugin framework | Local/self-hosted early plugin runtime is in scope; cloud marketplace and packaged public distribution remain out of scope |
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| Auth | Mode-dependent human auth (`local_trusted` implicit board in current code; authenticated mode uses sessions), API keys for agents |
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| Budget period | Monthly UTC calendar window |
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| Budget enforcement | Soft alerts + hard limit auto-pause |
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@ -73,7 +74,7 @@ V1 implementation extends this baseline into a company-centric, governance-aware
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## 5.2 Out of Scope (V1)
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- Plugin framework and third-party extension SDK
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- Cloud-grade plugin marketplace/distribution beyond the local/self-hosted plugin runtime
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- Revenue/expense accounting beyond model/token costs
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- Knowledge base subsystem
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- Public marketplace (ClipHub)
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@ -123,6 +124,16 @@ Human auth tables (`users`, `sessions`, and provider-specific auth artifacts) ar
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- `name` text not null
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- `description` text null
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- `status` enum: `active | paused | archived`
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- `pause_reason` text null
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- `paused_at` timestamptz null
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- `issue_prefix` text not null
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- `issue_counter` int not null
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- `budget_monthly_cents` int not null default 0
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- `spent_monthly_cents` int not null default 0
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- `attachment_max_bytes` int not null
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- `require_board_approval_for_new_agents` boolean not null default false
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- feedback sharing consent fields
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- branding fields such as `brand_color`
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Invariant: every business record belongs to exactly one company.
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@ -133,15 +144,21 @@ Invariant: every business record belongs to exactly one company.
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- `name` text not null
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- `role` text not null
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- `title` text null
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- `status` enum: `active | paused | idle | running | error | terminated`
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- `icon` text null
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- `status` enum: `active | paused | idle | running | error | pending_approval | terminated`
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- `reports_to` uuid fk `agents.id` null
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- `capabilities` text null
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- `adapter_type` enum: `process | http`
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- `adapter_type` text; built-ins include `process`, `http`, `claude_local`, `codex_local`, `gemini_local`, `opencode_local`, `pi_local`, `cursor`, and `openclaw_gateway`
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- `adapter_config` jsonb not null
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- `runtime_config` jsonb not null default `{}`
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- `default_environment_id` uuid fk `environments.id` null
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- `context_mode` enum: `thin | fat` default `thin`
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- `budget_monthly_cents` int not null default 0
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- `spent_monthly_cents` int not null default 0
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- pause fields: `pause_reason`, `paused_at`
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- `permissions` jsonb not null default `{}`
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- `last_heartbeat_at` timestamptz null
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- `metadata` jsonb null
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Invariants:
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@ -195,6 +212,7 @@ Invariant:
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- `id` uuid pk
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- `company_id` uuid fk not null
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- `project_id` uuid fk `projects.id` null
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- `project_workspace_id` uuid fk `project_workspaces.id` null
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- `goal_id` uuid fk `goals.id` null
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- `parent_id` uuid fk `issues.id` null
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- `title` text not null
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- `status` enum: `backlog | todo | in_progress | in_review | done | blocked | cancelled`
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- `priority` enum: `critical | high | medium | low`
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- `assignee_agent_id` uuid fk `agents.id` null
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- `assignee_user_id` text null
|
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- checkout/execution locks: `checkout_run_id`, `execution_run_id`, `execution_agent_name_key`, `execution_locked_at`
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- `created_by_agent_id` uuid fk `agents.id` null
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- `created_by_user_id` uuid fk `users.id` null
|
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- identifier fields: `issue_number`, `identifier`
|
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- origin fields: `origin_kind`, `origin_id`, `origin_run_id`, `origin_fingerprint`
|
||||
- `request_depth` int not null default 0
|
||||
- `billing_code` text null
|
||||
- `assignee_adapter_overrides` jsonb null
|
||||
- `execution_policy` jsonb null
|
||||
- `execution_state` jsonb null
|
||||
- execution workspace fields: `execution_workspace_id`, `execution_workspace_preference`, `execution_workspace_settings`
|
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- `started_at` timestamptz null
|
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- `completed_at` timestamptz null
|
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- `cancelled_at` timestamptz null
|
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- `hidden_at` timestamptz null
|
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Invariants:
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@ -261,10 +288,10 @@ Invariant: each event must attach to agent and company; rollups are aggregation,
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|
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- `id` uuid pk
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- `company_id` uuid fk not null
|
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- `type` enum: `hire_agent | approve_ceo_strategy`
|
||||
- `type` enum: `hire_agent | approve_ceo_strategy | budget_override_required | request_board_approval`
|
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- `requested_by_agent_id` uuid fk `agents.id` null
|
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- `requested_by_user_id` uuid fk `users.id` null
|
||||
- `status` enum: `pending | approved | rejected | cancelled`
|
||||
- `status` enum: `pending | revision_requested | approved | rejected | cancelled`
|
||||
- `payload` jsonb not null
|
||||
- `decision_note` text null
|
||||
- `decided_by_user_id` uuid fk `users.id` null
|
||||
|
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@ -363,6 +390,15 @@ Operational policy:
|
|||
- `document_id` uuid fk not null
|
||||
- `key` text not null (`plan`, `design`, `notes`, etc.)
|
||||
|
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## 7.16 Current Implementation Addenda
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||||
|
||||
The current implementation includes additional V1-control-plane tables beyond the original February snapshot:
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||||
|
||||
- Issue structure and review: `issue_relations` for blockers, `labels`/`issue_labels`, `issue_thread_interactions`, `issue_approvals`, `issue_execution_decisions`, `issue_work_products`, `issue_inbox_archives`, `issue_read_states`, and issue reference mention indexes.
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- Execution and workspace control: `execution_workspaces`, `project_workspaces`, `workspace_runtime_services`, `workspace_operations`, `environments`, `environment_leases`, `agent_task_sessions`, `agent_runtime_state`, `agent_wakeup_requests`, heartbeat events, and watchdog decision tables.
|
||||
- Plugins and routines: `plugins`, plugin config/state/entities/jobs/logs/webhooks, plugin database namespaces/migrations, plugin company settings, and `routines`.
|
||||
- Access and operations: company memberships, instance roles, principal permission grants, invites, join requests, board API keys, CLI auth challenges, budget policies/incidents, feedback exports/votes, company skills, sidebar preferences, and company logos.
|
||||
|
||||
## 8. State Machines
|
||||
|
||||
## 8.1 Agent Status
|
||||
|
|
@ -563,6 +599,17 @@ Dashboard payload must include:
|
|||
- `422` semantic rule violation
|
||||
- `500` server error
|
||||
|
||||
## 10.10 Current Implementation API Addenda
|
||||
|
||||
The current app also exposes V1-supporting surfaces for:
|
||||
|
||||
- issue thread interactions (`suggest_tasks`, `ask_user_questions`, `request_confirmation`)
|
||||
- issue approvals, issue references/search, labels, read state, inbox/archive state, and work products
|
||||
- execution workspaces, project workspaces, workspace runtime services, and workspace operations
|
||||
- routines and scheduled/API/webhook triggers
|
||||
- plugin installation, configuration, state, jobs, logs, webhooks, and plugin database namespace migration
|
||||
- company import/export preview/apply, feedback export/vote routes, instance backup/config routes, invites, join requests, memberships, and permission grants
|
||||
|
||||
## 11. Heartbeat and Adapter Contract
|
||||
|
||||
## 11.1 Adapter Interface
|
||||
|
|
@ -738,13 +785,14 @@ Required UX behaviors:
|
|||
|
||||
- Node 20+
|
||||
- `DATABASE_URL` optional
|
||||
- if unset, auto-use PGlite and push schema
|
||||
- if unset, auto-use embedded PostgreSQL under `~/.paperclip/instances/default/db`
|
||||
|
||||
## 15.2 Migrations
|
||||
|
||||
- Drizzle migrations are source of truth
|
||||
- local/dev startup applies pending migrations automatically where supported
|
||||
- `pnpm db:migrate` applies pending migrations manually
|
||||
- no destructive migration in-place for V1 upgrade path
|
||||
- provide migration script from existing minimal tables to company-scoped schema
|
||||
|
||||
## 15.3 Logging and Audit
|
||||
|
||||
|
|
@ -799,6 +847,8 @@ A release candidate is blocked unless these pass:
|
|||
|
||||
## 18. Delivery Plan
|
||||
|
||||
Current implementation note: the milestones below describe the original V1 sequencing. Several systems originally framed as future work have since shipped or advanced materially, including issue documents/interactions, blockers, routines, execution workspaces, import/export portability, authenticated deployment modes, multi-user basics, and the local/self-hosted plugin runtime.
|
||||
|
||||
## Milestone 1: Company Core and Auth
|
||||
|
||||
- add `companies` and company scoping to existing entities
|
||||
|
|
@ -851,7 +901,7 @@ V1 is complete only when all criteria are true:
|
|||
|
||||
## 20. Post-V1 Backlog (Explicitly Deferred)
|
||||
|
||||
- plugin architecture
|
||||
- cloud-grade plugin marketplace/distribution
|
||||
- richer workflow-state customization per team
|
||||
- milestones/labels/dependency graph depth beyond V1 minimum
|
||||
- realtime transport optimization (SSE/WebSockets)
|
||||
|
|
|
|||
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