Project UnderstandingHopper Labs

Read the code. See the system.

Get oriented in a project, follow its dependencies and inspect the source behind an explanation. Connect architecture and change impact to the AI work that surrounded them.

Actual Project Understanding interface · Hopper AI Capacity source structureClick to take a closer look
Project Understanding / Architecture map

Actual Project Understanding interface · Hopper AI Capacity source structure

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What makes it useful

An answer should lead you back to the code.

Get the map before the deep dive

Browse captured directories, files, symbols and import relationships. Find the part of the system you need without opening every file.

Trace a change before making it

Explore static consumers, import paths and differences between captures. Build a focused review list for the code a change could affect.

Ask a question you can check

Request a bounded explanation through your configured Studio model connection. Follow source citations to inspect how the answer was reached.

See it in the app

Get oriented before you change the code.

Navigate the observed structure, follow import relationships and drill into captured source. Keep the map and the evidence in the same investigation.

Project Understanding displays grouped directories and import links in the AI Capacity source tree
Actual Project Understanding interface · Hopper AI Capacity source structure

Useful alone. Better together.

Follow your AI work from allowance to implementation.

Start with recorded usage. Resolve the project, open its work sessions and trace the source behind a feature. One connected investigation, with evidence you can inspect.

Explore the connected workflow →
  1. AI CapacityKnow your usage and remaining allowance
  2. Project RegistryResolve the project identity
  3. AI EffectivenessFind the sessions behind the work
  4. Project UnderstandingExplore the code and possible impact

A closer look

See what you can do.

The capability, the action, and what it means for you.

Features, what they do, and why they matter
FeatureWhat you can doWhy it matters
Architecture mapWhat you can doBrowse captured directories, files, symbols and import relationships.Why it mattersFind the part of the system you need without opening every file.
Change impactWhat you can doExplore static consumers, import paths and differences between captures.Why it mattersBuild a focused review list for the code a change could affect.
Cited explanationsWhat you can doRequest a bounded explanation through your configured Studio model connection.Why it mattersFollow source citations to inspect how the answer was reached.
Source searchWhat you can doSearch captured source content and read exact excerpts.Why it mattersFind behavior, error messages and concepts hidden inside implementation.
Saved knowledgeWhat you can doRead saved guides and tours with explicit freshness information.Why it mattersReturn to a useful explanation and know when the source has changed.
Connected investigationWhat you can doJoin project work evidence with captured source through the public owners.Why it mattersAsk how a feature, conversation and token history relate.

6 capabilities

Practical details

Trying the experience

Explore the connected example with fictional data. Local app setup is separate.

Project Understanding

Read the code. See the system.

Local app · Public launch is not configuredWays to try Hopper →