paperclip-dev
Develop and operate a local Paperclip instance — start and stop servers, pull updates from master, run builds and tests, manage worktrees, back up databases, and diagnose problems. Use whenever you need to work on the Paperclip codebase itself or keep a running instance healthy.
What this skill does
# Paperclip Dev This skill covers the day-to-day workflows for developing and operating a local Paperclip instance. It assumes you are working inside the Paperclip repo checkout with `origin` pointing to `[email protected]:paperclipai/paperclip.git`. > **OPEN SOURCE HYGIENE:** This repository is public-facing. Treat anything you push to `origin` as publishable. Never commit or push secrets, API keys, tokens, private logs, PII, customer data, or machine-local configuration that should stay private. Keep git history tidy as well: avoid pushing throwaway branches, noisy checkpoint commits, or speculative work that does not need to be shared upstream. > **MANDATORY:** Before running any CLI command, building, testing, or managing worktrees, you MUST read `doc/DEVELOPING.md` in the Paperclip repo. It is the canonical reference for all `paperclipai` CLI commands, their options, build/test workflows, database operations, worktree management, and diagnostics. Do NOT guess at flags or options — read the doc first. ## Quick Command Reference These are the most common commands. For full option tables and details, see `doc/DEVELOPING.md`. | Task | Command | |------|---------| | Start server (first time or normal) | `npx paperclipai run` | | Dev mode with hot reload | `pnpm dev` | | Stop dev server | `pnpm dev:stop` | | Build | `pnpm build` | | Type-check | `pnpm typecheck` | | Run tests | `pnpm test` | | Run migrations | `pnpm db:migrate` | | Regenerate Drizzle client | `pnpm db:generate` | | Back up database | `npx paperclipai db:backup` | | Health check | `npx paperclipai doctor --repair` | | Print env vars | `npx paperclipai env` | | Trigger agent heartbeat | `npx paperclipai heartbeat run --agent-id <id>` | | Install agent skills locally | `npx paperclipai agent local-cli <agent> --company-id <id>` | ## Pulling from Master ```bash git fetch origin && git pull origin master pnpm install && pnpm build ``` If schema changes landed, also run `pnpm db:generate && pnpm db:migrate`. ## Worktrees Paperclip worktrees combine git worktrees with isolated Paperclip instances — each gets its own database, server port, and environment seeded from the primary instance. > **MANDATORY:** Before creating or managing worktrees, you MUST read the "Worktree-local Instances" and "Worktree CLI Reference" sections in `doc/DEVELOPING.md`. That is the canonical reference for all worktree commands, their options, seed modes, and environment variables. ### When to Use Worktrees - Starting a feature branch that needs its own Paperclip environment - Running parallel agent work without cross-contaminating the primary instance - Testing Paperclip changes in isolation before merging ### Command Overview The CLI has two tiers (see `doc/DEVELOPING.md` for full option tables): | Command | Purpose | |---------|---------| | `worktree:make <name>` | Create worktree + isolated instance in one step | | `worktree:list` | List worktrees and their Paperclip status | | `worktree:merge-history` | Preview/import issue history between worktrees | | `worktree:cleanup <name>` | Remove worktree, branch, and instance data | | `worktree init` | Bootstrap instance inside existing worktree | | `worktree env` | Print shell exports for worktree instance | | `worktree reseed` | Refresh worktree DB from another instance | | `worktree repair` | Fix broken/missing worktree instance metadata | ### Typical Workflow ```bash # 1. Create a worktree for a feature npx paperclipai worktree:make my-feature --start-point origin/main # 2. Move into the worktree (path printed by worktree:make) and source the environment cd <worktree-path> eval "$(npx paperclipai worktree env)" # 3. Start the isolated Paperclip server npx paperclipai run # 4. Do your work # 5. When done, merge history back if needed npx paperclipai worktree:merge-history --from paperclip-my-feature --to current --apply # 6. Clean up npx paperclipai worktree:cleanup my-feature ``` ## Forks — Prefer Pushing to a User Fork If the user has a personal fork of `paperclipai/paperclip` configured as a git remote, push your feature branches to **that fork** instead of creating branches on the main repo. This keeps the upstream branch list clean and matches the standard open-source contribution flow. ### Detect a fork remote Before pushing or creating a PR, list remotes and check for one that points at a non-`paperclipai` GitHub fork: ```bash git remote -v ``` Treat any remote whose URL points to `github.com:<user>/paperclip` (or `github.com/<user>/paperclip.git`) as the user's fork. Common names are `fork`, `<username>`, or `myfork`. The remote named `origin` or `upstream` that points at `paperclipai/paperclip` is the canonical upstream — do not push feature branches there if a fork exists. ### Pushing to the fork ```bash # Push the current branch to the user's fork and set upstream git push -u <fork-remote> HEAD ``` Then create the PR from the fork branch: ```bash gh pr create --repo paperclipai/paperclip --head <fork-owner>:<branch-name> ... ``` `gh pr create` usually figures out the head ref automatically when run from a branch tracking the fork; the explicit `--head <owner>:<branch>` form is the reliable fallback when it does not. ### When no fork exists If `git remote -v` shows only `paperclipai/paperclip` remotes (no user fork), fall back to pushing branches to `origin` as before. Do NOT create a fork on the user's behalf — ask first. ### Keeping the fork up to date The canonical remote that points at `paperclipai/paperclip` may be named `origin` **or** `upstream` depending on how the user set up the repo. Detect it the same way as in the "Detect a fork remote" step, then fetch and push from/with that remote so the sync works under either convention: ```bash UPSTREAM_REMOTE=$(git remote -v | awk '/paperclipai\/paperclip.*\(fetch\)/{print $1; exit}') git fetch "$UPSTREAM_REMOTE" git push <fork-remote> "${UPSTREAM_REMOTE}/master:master" ``` ## Pull Requests > **MANDATORY PRE-FLIGHT:** Before creating ANY pull request, you MUST read the canonical source files listed below. Do NOT run `gh pr create` until you have read these files and verified your PR body matches every required section. ### Step 1 — Read the canonical files You MUST read all three of these files before creating a PR: 1. **`.github/PULL_REQUEST_TEMPLATE.md`** — the required PR body structure 2. **`CONTRIBUTING.md`** — contribution conventions, PR requirements, and thinking-path examples 3. **`.github/workflows/pr.yml`** — CI checks that gate merge ### Step 2 — Validate your PR body against this checklist After reading the template, verify your `--body` includes every one of these sections (names must match exactly): - [ ] `## Thinking Path` — blockquote style, 5-8 reasoning steps - [ ] `## What Changed` — bullet list of concrete changes - [ ] `## Verification` — how a reviewer confirms this works - [ ] `## Risks` — what could go wrong - [ ] `## Model Used` — provider, model ID, version, capabilities - [ ] `## Checklist` — copied from the template, items checked off If any section is missing or empty, do NOT submit the PR. Go back and fill it in. ### Step 3 — Create the PR Only after completing Steps 1 and 2, run `gh pr create`. Use the template contents as the structure for `--body` — do not write a freeform summary. ## Hard Rules — Do NOT Bypass These rules exist because agents have caused real damage by improvising around CLI failures. Follow them exactly. 1. **CLI is the only interface to worktrees and databases.** All worktree and database operations MUST go through `npx paperclipai` / `pnpm paperclipai` commands. You MUST NOT: - Run `pg_dump`, `pg_restore`, `psql`, `createdb`, `dropdb`, or any raw postgres commands - Manually set `DATABASE_URL` to point a worktree server at another instance's database - Run `rm -rf` on any `.paperclip/`, `.paperclip-worktrees/`, or `db/` directory - Directly manipulate embedded postgres data directori
Related in General
modeling-omnistudio-epc-catalog
IncludedSalesforce Industries CME EPC product-modeling skill for Product2-based catalog creation. Use when creating EPC products, configuring product attributes, building offer bundles with Product Child Items, or reviewing EPC DataPack JSON metadata for product catalog changes. TRIGGER when: user creates or updates Product2 EPC records, AttributeAssignment payloads, AttributeMetadata/AttributeDefaultValues, Offer bundles, or ProductChildItem relationships. DO NOT TRIGGER when: designing OmniScripts/FlexCards/Integration Procedures (use building-omnistudio-omniscript, building-omnistudio-flexcard, or building-omnistudio-integration-procedure), implementing Apex business logic (use generating-apex), or troubleshooting deployment pipelines (use deploying-metadata).
relationship-science-coach
IncludedUse this skill for direct, practical adult relationship coaching: couples conflict, repair, trust, marriage, dating, flirting, attachment patterns, emotional connection, sex, desire differences, eroticism, kink negotiation, affection, love languages, breakups, and long-term passion. Draw on Gottman, EFT and Hold Me Tight, attachment science, modern sex research, Perel, Nagoski, Kerner, Schnarch, Love and Stosny, and flexible love-language tools. Be concrete and low-hedge. Redirect only for imminent danger, abuse, coercive control, minors, non-consent, self-harm, stalking, or medical/legal/psychiatric decisions.
building-sf-integrations
IncludedSalesforce integration architecture and runtime plumbing with 120-point scoring. Use this skill to set up Named Credentials, External Credentials, External Services, REST/SOAP callout patterns, Platform Events, and Change Data Capture. TRIGGER when: user sets up Named Credentials, External Services, REST/SOAP callouts, Platform Events, CDC, or touches .namedCredential-meta.xml files. DO NOT TRIGGER when: Connected App/OAuth config (use configuring-connected-apps), Apex-only logic (use generating-apex), or data import/export (use handling-sf-data).
venue-templates
IncludedAccess comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science, PLOS, IEEE, ACM), academic conferences (NeurIPS, ICML, CVPR, CHI), research posters, and grant proposals (NSF, NIH, DOE, DARPA). This skill should be used when preparing manuscripts for journal submission, conference papers, research posters, or grant proposals and need venue-specific formatting requirements and templates.
let-fate-decide
IncludedDraws the 12 Houses of the Zodiac Tarot spread to inject entropy into planning when prompts are vague, ambiguous, or casually delegated. Interprets the spread to guide next steps. Use when the user says 'let fate decide', 'YOLO', 'whatever', 'idk', or other nonchalant phrases, makes Yu-Gi-Oh references, or when you are about to arbitrarily pick between multiple reasonable approaches. Prefer over ask-questions-if-underspecified when the user's tone is casual or playful rather than precision-seeking.
net-ops
IncludedCross-platform network troubleshooting (Windows, macOS, Linux) via local or remote shell. Use for: DNS broken, can't resolve hostnames, nslookup/dig works but apps fail, NRPT, WFP, scutil, /etc/resolver, systemd-resolved, /etc/resolv.conf, NetworkManager, VPN DNS leak residue (ProtonVPN/Mullvad/WireGuard/AnyConnect), AV/firewall blocking DNS or DoH, Tailscale DNS interaction, intermittent connectivity, remote diagnostics over SSH.