Build judgment. Express it clearly. Turn it into work people can see.
An AI workspace for deep reading, course and presentation creation, distribution, research, and voice rehearsal.
What · Product map · Audience · Progress · Boundaries · 中文
Herline is an AI workspace for strengthening judgment and expression. It helps people use AI to accelerate execution while keeping the human responsible for direction, evidence, and the final result.
The current public experience brings together four practical loops:
- Deep reading — turn books and long-form material into reusable knowledge and your own point of view.
- Course and presentation creation — develop an idea into a course brief, teaching script, keynote, or presentation.
- Distribution — adapt one approved idea for different channels and learn from real response.
- Voice rehearsal — practise high-stakes conversations and presentations before facing the real situation.
Herline serves youth learners and their guardians, adult professionals, youth educators, and invited operators through separate, permission-aware product paths. Availability varies by account, role, region, and the current product page.
The phrase “AI resistance” (AI 抗体) describes the product thesis: as AI absorbs more standardized work, judgment, expression, trust, and responsibility become more valuable.
🌐 The live product and current plan details are at herline.vip.
Herline separates user-facing surfaces, AI agents, and long-running workflows. A name in one column should not be treated as another kind of component.
| User-facing surface | AI / workflow responsibility | User outcome |
|---|---|---|
| Assessment | Profile and starting-point capture | A clearer learning or creation starting point |
| Atlas | Helena plans and discusses reading paths | Better source selection and learning direction |
| Library | D2B deep-reading workflow | Traceable knowledge blocks and cross-source understanding |
| Studio | Holly develops course briefs | Audience, learning arc, structure, and delivery plan |
| Courses | B2C course-generation workflow | Structured lessons, scripts, audio, and assessments |
| Prep | Hera prepares delivery assets | Keynotes, teaching materials, PDF/PPTX/DOCX exports |
| Assistant | Harmon supports voice rehearsal | Practice, feedback, and revision before real conversations |
| Boost | Hylia supports role-scoped distribution | Channel-ready expression based on approved source material |
| Hypatia | Research workspace and evidence workflow | Versioned research, decision support, and resumable work |
These components can be used independently. They do not form a promise that every feature is available to every account.
See Public product architecture and the Glossary.
| Audience | Typical need | Herline path |
|---|---|---|
| Youth learners and guardians | Build judgment, expression, and visible work over time | Assessment, Atlas, Library, Courses, Assistant |
| Adult professionals | Turn experience into clearer decisions, presentations, courses, and market-facing work | Library, Studio, Prep, Assistant, distribution |
| Youth educators | Prepare learning material and improve delivery without giving up professional judgment | Pro creation, research, and delivery tools |
| Invited operators and partners | Coordinate approved programs and distribute approved work | Role-scoped workspaces and operating tools |
Community identity, partnership, or program participation does not automatically grant access to another user’s data or to restricted product capabilities.
The public documentation was refreshed in July 2026 against the live product, current product strategy, and released-capability evidence.
- Library now includes Helena-powered semantic discovery and comparison-oriented recommendations.
- Hypatia’s Pro research workspace supports versioned projects, reruns, and resuming eligible interrupted work.
- Plus purchase and a role-scoped operator workspace have been released for their intended audiences.
- The adult public entry now centres on deep reading, course/presentation creation, distribution, and voice rehearsal.
Features still in validation, internal shadow systems, experimental integrations, and unreleased programs are intentionally not advertised as available here.
- The person remains responsible. AI output can be incomplete or wrong; publication, teaching, commercial use, and high-impact decisions require human review.
- Access is scoped. Product visibility and data access depend on account, role, purpose, and explicit authorization.
- Private content is not public by default. Sharing is an explicit user action.
- Youth and voice data receive additional controls. Guardian authorization and dedicated voice notices apply where required.
- Current policy beats this summary. See the live Privacy Policy, Terms, and AI-content policy.
This repository contains public documentation, examples, and community resources. It does not contain Herline source code or disclose internal model routing, provider topology, feature flags, credentials, customer data, operating runbooks, unit economics, or unreleased product plans. See the Public documentation policy.
docs/architecture.md— public product architecture and responsibility boundariesdocs/glossary.md— current product vocabularydocs/faq.md— product and documentation questionsdocs/data-handling.md— plain-language guide; live legal policies remain authoritativeexamples/— illustrative public examples, not production benchmarks or service guarantees
Herline’s core engines are proprietary. Documentation in this repository is licensed under CC BY 4.0; the product and its source code are not covered by that documentation license.
Documentation corrections and public examples are welcome; see CONTRIBUTING.md. Product bugs and account questions should use in-product support or customer-support@herline.vip.
- Product: herline.vip
- Public documentation issues: GitHub Issues
- Privacy and legal:
legal@herline.vip - Security reports:
security@herline.vip