Vireon DynamicsLiminal AIFree · open source · MIT
Live captures

Real prompts. Real tools. No mockups.

Each recording below is a screen capture of the actual Liminal web UI while the harness ran a real turn — same API, same approval gates, same session logs as daily use. Prompts are shown verbatim; tool names match what the agent invoked.

How these were made: npm run marketing:capture:live at the monorepo root (requires your API key and a running web stack). Session JSONL is archived under assets/marketing/recordings/.

Live capture 01

TypeScript debounce + typecheck

~1.6 min · real harness run

Prompt

Write a well-typed TypeScript `debounce` function in `marketing-capture/debounce.ts` (create the folder), then run `npx tsc --noEmit` on that file only and explain in two sentences how it works.

Tools invoked

  • list_dir
  • activate_tool_family
  • read_file
  • write_file
  • run_shell
Liminal web UI · TypeScript debounce + typecheck

Live capture 02

Repo exploration

~5 min · real harness run

Prompt

Use grep_file to find where `AgentHarness` is defined under `packages/core`, read the main file, and summarize the ReAct loop in 3 bullet points. Do not edit any files.

Tools invoked

  • grep_file
  • list_dir
  • read_file
Liminal web UI · Repo exploration

Live capture 03

Web research

~2.2 min · real harness run

Prompt

Use web_search then web_fetch on OpenRouter's prompt caching docs. Reply in 3 bullets with URLs — keep it short.

Tools invoked

  • web_search
  • web_fetch
  • read_file
Liminal web UI · Web research

Live capture 04

Git status summary

~0.8 min · real harness run

Prompt

Run git_status and git_diff with stat summary. In 2–3 sentences, what is modified in this repo? Do not commit.

Tools invoked

  • activate_tool_family
  • git_status
  • git_diff
Liminal web UI · Git status summary

Install a local AI coding agent today

Install Liminal AI in one command. Free software, your API key, your machine — edit code, run tests, and ship faster without a SaaS middleman.