Core features

A production and quality base built for serialization

Every capability exists to keep a long serial from derailing: settings that hold, threads that pay off, and drafts that ship at consistent quality.

Consistency engine

A million words in, nothing breaks

Worldbuilding, character, and plot are tracked in ledgers and checked on every chapter, so a name or a rule can't quietly contradict itself by chapter three hundred.

  • Worldbuilding / character / plot checks
  • Dead-character and contradiction flags with severity
  • Findings gate whether a chapter can auto-finalize
Read the guide
Foreshadowing & pacing

Promises that pay off on time

Foreshadowing runs on promise/arc tracks with a payoff window, and the pacing ledger plots a tension curve so flat stretches and payoff droughts surface before readers notice.

  • Payoff window as a checkable constraint
  • Tension curve and deterministic alerts
  • Two-pass drafting: skeleton, then polish
Read the guide
Multi-engine Runtime

Switch engines, keep your habits

A unified Runtime abstraction lets you move between the built-in SDK and mainstream engines without starting over, and pressing stop truly stops everything.

  • One abstraction over several engines
  • Provider switches keep sessions and context
  • Stop terminates background tasks and cancels live messages
Read the guide
Three-layer memory

It remembers, and you can read it

Key facts distill into Markdown memory that is Git-persisted and carried across sessions — human-readable files you can inspect and correct, not a black box.

  • Auto-generated during daily work
  • Git-persisted, traceable, rollbackable
  • Carried across sessions
Read the guide
Skill system

Specialists on demand

Browser automation, document processing, downloads, and writing/adaptation skills ship ready to use, and you can extend your own with the SKILL.md convention.

  • Built-in docx / pptx / xlsx / pdf handling
  • Manageable per-tool toggles in the toolbox
  • Extend with custom SKILL.md
Read the guide
Task center

Run a serial like a project

Capture ideas, schedule recurring checks, and hold long-horizon goals so the agent keeps aligning to where the book is going across many rounds.

  • Idea capture without breaking flow
  • Scheduled consistency checks and batch work
  • Long-horizon Goal mode
Read the guide
Mobile supervision

Eyes when you're away

Watch long tasks, approve decisions, and dispatch, append, or stop from your phone — while manuscripts stay on your machine.

  • Remote status and decision approvals
  • Dispatch / append / stop on the go
  • Server relays only summaries, never your drafts
Read the guide
Hosted or your own key

Local by design, your model to run

No key? Use the officially hosted Qwen family and write with a token pack. Bring your own key and model requests go straight from your machine to the provider you configure — no markup, we never handle it. WorkGoa charges only for the software service.

  • Credentials stored only on your machine
  • Billed directly by your provider
  • Combine with any supported engine
Read the guide

Why it's different from a chat box

Aspect
Generic chat AI
WorkGoa
Long-form memory
Context resets, settings drift
Ledgers and three-layer memory hold it coherent
Quality control
Hopes the model self-checks
Zero-model hard gates for consistency, pacing, prose
Model & cost
Locked to one provider and resold
BYOK: connect any provider, billed directly

Built for how serial authors actually work

Draft the next chapter

Start from the ledgers, review the draft, and let checks flag anything below bar before you finalize.

Plan a new book

Spin up a workspace with a writing-plan scaffold, or study a completed reference book and write to its rhythm.

Keep it moving on the go

Supervise long runs from your phone and step back to the desktop when you need the fine touch.

See it on your own manuscript

Download WorkGoa, connect a model, and start a book that holds together.