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

alexmojaki/heartrate

Simple real time visualisation of the execution of a Python program. observed · 2026-08-28

github.com/alexmojaki/heartrate · 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 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 2688
  • days_rel: n/a
  • days_push: 1754
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1840 stars · 121 forks observed · 2026-08-28

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

A Python library that provides a real-time visualisation of program execution, showing line hit counts, recent activity bars, and a live stacktrace in a browser. It traces selected files via a simple trace() call and serves the visualisation from a local HTTP server.

Use cases

  • visualize which lines of my Python code execute in real time
  • see how often each line is hit while my program runs
  • debug a Python program with a live stacktrace in the browser
  • trace execution of specific files in a Python app
  • understand program flow of a running Python script

When to choose

  • you want lightweight, zero-config execution visualisation for a Python script
  • you need a quick visual sense of hot code paths and current execution point
  • you prefer a browser-based live view over a full debugger

When to avoid

  • you need step debugging, breakpoints, or variable inspection - use a full debugger like pdb or IDE debuggers
  • you need production-grade profiling with performance metrics
  • you need multi-threaded tracing out of the box - each thread must be traced separately

Facets

library · maturity maintenance

monitoring developer-tools data-visualization developer-tools python cross-platform debugger code-visualization line-tracing live-stacktrace profiling debugging python web-server

2 sources

Member repositories

RepositoryRoleHealth v2
alexmojaki/heartratemain32

For agents

markdown · JSON · MCP: product_card(name="alexmojaki/heartrate")

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