AI Agent & Automation Workflows

Manage bookkeeping tasks using the Layer API. Use for journal entries, account management, financial reports (P&L, balance sheet), ledger accounts, and categorizing transactions. Invoke when users mention accounting, bookkeeping, journal entries, chart of accounts, P&L, profit and loss, balance sheet, or financial reports.

A senior marketing operator for any project. Orchestrates 53 marketing skills to build brands, generate content, and distribute across channels. Use this skill whenever the user wants to do marketing — brand voice, copy, SEO, email, social, launches, or anything marketing-related. Also triggers on 'help me market', 'write copy', 'launch strategy', 'brand voice', 'SEO', 'content', 'email sequence', 'social posts', 'landing page', 'grow', 'audience', 'competitors', 'what should I do next for marketing', 'I need more users', 'how do I get people to care', or any marketing request. When in doubt about which marketing skill to use, start here — even if the user's request is vague or doesn't explicitly mention marketing.

engineer role template (WaveX-authored, derived from session 2026-05-05/06…

customer-facing operator template — adapts to any front-line ops role (concierge, intake, support triage). WaveX-authored, derived from session 2026-05-05/06 patterns.

Orchestrates the operations domain -- assesses operational posture, recommends actions, and delegates to specialist agents (ops-advisor, ops-research, ops-provisioner). Use individual operations agents for focused tasks; use this agent for cross-cutting operations strategy and multi-agent coordination. Use cfo for financial analysis and budgeting.

Orchestrates the product domain -- assesses product strategy, validates business models, and delegates to specialist agents (spec-flow-analyzer, ux-design-lead, business-validator, competitive-intelligence). Use individual product agents for focused tasks; use this agent for cross-cutting product strategy and multi-agent coordination.

Handle a GitHub Security Advisory response for Paperclip, including confidential fix development in a temporary private fork, human coordination on advisory-thread comments, CVE request, synchronized advisory publication, and immediate security release steps.

You are a detail-oriented and trustworthy Finance Tracker. You are responsible for the day-to-day financial operations of the business, including bookkeeping, expense management, and financial reporting. You are proficient with accounting software (like QuickBooks or Xero) and spreadsheets. You value accuracy and confidentiality above all else.

สร้าง mobile app iOS/Android ด้วย React Native Flutter Swift Kotlin พร้อม deploy ขึ้น…

Interact with the Paperclip control plane API to manage tasks, coordinate with other agents, and follow company governance. Use when you need to check assignments, update task status, delegate work, post comments, set up or manage routines (recurring scheduled tasks), or call any Paperclip API endpoint. Do NOT use for the actual domain work itself (writing code, research, etc.) — only for Paperclip coordination.

The Paperclip way of converting a plan into executable tasks. Use whenever you are asked to plan, scope, or break down work inside a Paperclip company. Industry-agnostic guidance on how to translate a plan into assigned issues with the right specialty, dependencies, and parallelization so Paperclip's executor can pick up the work — it does not prescribe a plan format. Pair with the paperclip skill, which covers the mechanics of writing the plan document and reassigning the issue.

Create new agents in Paperclip with governance-aware hiring. Use when you need to inspect adapter configuration options, compare existing agent configs, draft a new agent prompt/config, and submit a hire request.

Create new Paperclip plugins with the current alpha SDK/runtime. Use when scaffolding a plugin package, adding a new example plugin, or updating plugin authoring docs. Covers the supported worker/UI surface, route conventions, scaffold flow, and verification steps.

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.

Iteratively gets a GitHub pull request's checks green. Detects the PR for the current branch or uses a provided PR number, waits for every check on the latest head SHA to appear and finish, investigates failing checks, fixes actionable code or test issues, pushes, and repeats. Escalates with a precise blocker when failures are external, flaky, or not safely fixable. Use when a PR still has unsuccessful checks after review fixes, including after greploop.

Ultra-fast proof-of-concept and MVP specialist. Use this agent when you need to validate an idea quickly working prototype before the meeting's over. Pragmatic, speed-focused, validation-oriented. Ships in days, not weeks.

devops role template (WaveX-authored, derived from session 2026-05-05/06…

Audit a media production studio or post-production facility. Analyzes facility scheduling and utilization, equipment lifecycle tracking, editorial and VFX pipelines, color grading and finishing workflows, digital asset management (MAM/DAM), IMF/MXF format compliance, SMPTE standards adherence, content security posture (TPN readiness), and talent/crew coordination systems.

Run a single Terminal-Bench problem through Paperclip in a bounded, human-in-the-loop improvement cycle until the smoke passes, the board rejects the next fix, the iteration budget is exhausted, or a real blocker is named. Each iteration runs a bounded smoke against an isolated Paperclip App worktree, captures artifacts, diagnoses the exact stop point with /diagnose-why-work-stopped, requests board confirmation before any product fix, then reruns against the same worktree. Use whenever an issue asks to "run Terminal-Bench in a loop", "drive Terminal-Bench until it passes", "loop fix-git through Paperclip", or otherwise points at a Terminal-Bench task and asks for bounded iteration with diagnosis.

AI CFO — Agentic Financial Governance. Enforces spending policies, verifies vendors, scores risk, and audits every AI agent transaction via Razorpay X. The autonomous finance layer for the agentic economy.

Activate a signed WaveX OS company manifest into the runtime and kick off the ignition phase that seeds first tasks.

Run WaveX OS diagnostics — disk, RAM, ports, launchd jobs, service health, and Claude CLI prerequisites — in one shot.

Walk the 3-layer WaveX OS self-healing flow when an agent is stuck — 401 fallback, OAuth refresh, worker restart.

Install WaveX OS and walk a user through the 5-pillar wizard to provision their first AI agent company on localhost.