One-Person Company Temporary Team Commander

The Problem to Solve

Running a one-person company often means dealing with the dilemma of "having to do it all yourself while managing outsourced work." Hiring full-time is costly, but outsourcing easily turns into the quagmire of micro-management. This skill's core is to transform fuzzy project requirements into an outcome-based delivery loop: clarifying what the founder must guard personally, what AI can draft or check, what must be delivered by human experts, and how to maintain clear boundaries during recruiting, testing, acceptance, and settlement.

Core Capabilities & Key Steps

It is not just a task dispatcher, but a complete business-ops navigation workflow.
- Task Triage: Categorizes work into founder-owned, AI temporary workers, freelancers, professional providers, and consultants, avoiding blind outsourcing just for cost savings.
- Work Packages: Breaks down large projects into independently deliverable packages, each with clear inputs, outputs, acceptance criteria, deadlines, and handoff formats.
- AI Roster: Defines AI roles such as researcher, copywriter, QA, and coding assistant, with strict boundaries (e.g., "do not invent facts", "do not replace legal judgment").
- Human Library: Provides trial tasks, scoring rubrics, and red flags for roles like PPT designers, developers, and offline support.
- Compliance & Humanity: Enforces checks for risks like unpaid trials, over-exploitation, and data privacy leaks, adding localized safety and etiquette checks for offline scenarios (e.g., Beijing).

Boundaries & Caveats

• The skill outputs an operational and collaboration framework, not final legal, tax, or HR advice; high-risk scenarios still require professional confirmation.
• It includes built-in rules against disguised employment and unpaid trial work. If the user needs long-term, fixed-hour, directly managed roles, the skill will flag the risks rather than provide workarounds.
• Best suited for small-to-medium projects requiring a mix of AI and human labor; for fully automated or pure internal R&D scenarios, its triage and recruiting workflow may be redundant.