Valid Team Logo Valid Team

REAL WORKFLOWS

One sentence in. Finished files out.

Instead of babysitting prompts in a single chat window, hand your goal to a coordinated AI team and inspect the final files on your desktop.

Market & Competitor Research

Structured Industry Research & Comparison Matrix

What you type

"Research the top 10 local AI workspace apps on macOS, compare pricing, privacy model, and update experience, and organize everything cleanly."

How the team runs it

  • Project Lead breaks the scope into research, data normalization, and verification tasks.
  • Researcher gathers public sources into a clean structured ledger without polluting your final folder.
  • Reviewer checks numbers and claims before placing the finished report and tables in Deliverables.

What lands in Deliverables

  • Executive comparison report (Markdown)
  • Clean feature & pricing spreadsheet (CSV)
  • Queryable local SQLite ledger (.db)
Local Folder Takeover

Build or Maintain an Independent Project Folder

What you type

"Connect to my local website folder, add bilingual changelog and use-case pages matching our existing style, verify responsiveness, and ship."

How the team runs it

  • Team requests one-click folder permission for that project directory—never touching unrelated disks or secret folders.
  • Planner maps out files and specs while Builder implements updates and checks layout across desktop and mobile.
  • Independent QA verifies zero console errors or broken links before handing back a clean summary.

What lands in Deliverables

  • Clean source edits inside your authorized folder
  • Verified build output & visual checks
  • Clear summary of every updated route
Long-Running Analysis

Deep Data Processing with Pause & Decision Cards

What you type

"Clean these raw monthly logs, identify the main conversion drop-offs, and pause for my choice before choosing the charting structure."

How the team runs it

  • Live streaming shows step-by-step progress in ~1 second without freezing or losing context.
  • When a meaningful choice appears, a structured decision card pops up so you click once instead of typing long clarifications.
  • Hit Pause anytime—your task returns cleanly to the front of the queue and resumes right where it stopped.

What lands in Deliverables

  • Normalized SQLite warehouse & summary CSV
  • Visual charts & readable takeaway report
  • Automatic cleanup of temporary scripts
Personal & Team Operations

Messy Folder Cleanup & Recurring Knowledge Briefs

What you type

"Audit this messy reference folder, deduplicate overlapping notes, and produce a clean index plus a concise weekly digest."

How the team runs it

  • Separates temporary scratch scripts inside each role workspace from your clean Deliverables folder.
  • Automatically keeps long sessions lean so token usage stays predictable while preserving core context.
  • All files, databases, and API keys stay 100% on your own computer.

What lands in Deliverables

  • Categorized index & deduplicated summary
  • Actionable next-step checklist
  • Zero cloud lock-in or platform fees

Ready to try your first real delivery?

Download Valid Team (v1.2.1) for macOS, Windows 10/11, or Linux, or browse community workflows in Discussions.

Download for macOS (v1.2.1) Download for Windows (v1.2.1) Browse & Share in Discussions →