Learning
How does an agent learn a platform?
Learn Mode tells an agent to map a platform deliberately and return a structured PLATFORM_PLAYBOOK.
Core Idea
In Short
Learn Mode tells an agent to map a platform deliberately and return a structured PLATFORM_PLAYBOOK.
What belongs here?
- Starts learning-oriented guidance when a user asks an agent to understand, explore, or map a platform.
- Requires the agent to gather enough surface coverage before it summarizes the platform.
- Produces a PLATFORM_PLAYBOOK that future work can read without treating it as automatically active website knowledge.
How to ask the agent
Make the request explicit: "learn this platform", "map the important areas", "create a platform playbook", or "find out how this surface works for future tasks".
Coverage instead of a quick answer
The agent should visit multiple meaningful surfaces and observe real interactions. If exploration is exhausted, it names blockers and unknown areas instead of guessing.
Not automatically active knowledge
Learn Mode can prepare candidates, notes, and playbooks. Durable active website knowledge still needs evidence, review, and promotion through LCJ, ALP, and PKS.
Technical Data
| Element | Explanation |
|---|---|
Nutzerauftrag |
Example: "Learn example.com for future content checks. Map navigation, important surfaces, common blockers, and create a PLATFORM_PLAYBOOK." |
PLATFORM_PLAYBOOK |
Required artifact with snapshot, navigation map, entry points, core concepts, runbooks, automation readiness, blockers, and visited surfaces. |
learnMode.progress |
Agent-readable progress for visited surfaces, meaningful interactions, and coverage floors. It is not a normal user-facing UI switch. |
| MCP Variables | Explanation |
|---|---|
nova.get_instructions |
Read Learn Mode instructions. Supports the normal workflow in this area. |
nova.perceive |
Understand the visible page. Reads current state and makes visible what is happening. |
nova.read_text |
Read page text. Reads current state and makes visible what is happening. |
nova.route |
Route inside a web app. Starts, changes, or controls a bounded step. |
nova.click_selector |
Click an element. Starts, changes, or controls a bounded step. |
nova.learn_suggest |
Suggest learning opportunities from evidence. Supports the normal workflow in this area. |
nova.learn_generate |
Prepare learning candidates from evidence. Supports the normal workflow in this area. |
nova.learn_feedback |
Review learning history and decisions. Supports the normal workflow in this area. |
nova.pks_match |
Find known patterns. Supports the normal workflow in this area. |
nova.memory_stats |
Review learning-memory statistics. Reads current state and makes visible what is happening. |
Related Areas
- Learning
- Learn Mode ist ein Unterbereich von Lernen.
- LCJ
- LCJ kann Lernmaterial aus realer Exploration festhalten.
- ALP
- ALP bewertet, welche Beobachtungen zu Kandidaten werden.
- PKS
- PKS übernimmt nur geprüftes Website-Wissen.
- Operator Notes
- Allgemeine Nutzer- oder Recherchepräferenzen gehören in Operator Notes.