Ross ROSS = Recommend OSS · open-source software intelligence for agents

laike9m/Cyberbrain

Python debugging, redefined. observed · 2026-08-28

github.com/laike9m/Cyberbrain · homepage · Python · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

32/100

  • Activity 0
  • Release rhythm 35
  • Longevity 100

Flags: no_releases

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 2355
  • days_rel: n/a
  • days_push: 1342
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

2544 stars · 157 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Cyberbrain is a Python debugging tool that visualizes program execution as a dataflow graph, letting developers backtrace variable changes and inspect every state of execution without stepping through code. It works via a @trace decorator plus a VS Code/Gitpod extension that renders the visualization panel.

Use cases

  • backtrace variable changes to find bug origins
  • visualize program dataflow in a graph
  • debug loops without stepping through code
  • persist debugging information across program states
  • trace a function's execution and return value

When to choose

  • you spend hours stepping through a debugger trying to find where a variable went wrong
  • you want a visual dataflow view of how values change during execution
  • you debug Python in VS Code or Gitpod

When to avoid

  • you need a debugger for languages other than Python
  • you need multiple @trace decorators in one program
  • you need actively developed features - the project has had no recent releases

Facets

library · maturity maintenance

data-visualization developer-tools developer-tools programming-languages testing python editor-plugin cross-platform debugger dataflow-analysis variable-tracing vscode-extension trace-decorator debugging

3 sources

Member repositories

RepositoryRoleHealth v2
laike9m/Cyberbrainmain32

For agents

markdown · JSON · MCP: product_card(name="laike9m/Cyberbrain")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem