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AtlasRepo

ProofPack: Automating the Click-Through After the Feature Is Built

Description and use

ProofPack automates post-build feature click‑throughs by executing AI‑generated plans, performing assertions, capturing evidence, and producing reports.

Problem

After building a feature, developers must manually click through the feature, capture screenshots, and assemble evidence to demonstrate behavior.

Outcome

ProofPack automates the post‑build click‑through, reducing manual effort by executing planned actions, performing assertions, and generating evidence reports.

Workflow

  • 1. User supplies allowlisted URL, behavior description, and expected outcomes.
  • 2. AI model creates a structured plan and selects actions.
  • 3. Browser worker performs actions, executes assertions, and records events.
  • 4. System outputs assertion ledger, execution timeline, screenshots, browser traces, and reports.

Evidence

ProofPack is an open-source, local-first application that turns a feature brief into a bounded browser demonstration with executable checks and saved evidence.

Source

The user supplies an allowlisted application URL, a description of the behavior, and expected outcomes.

Source

An AI model creates a structured plan and chooses actions from observations of the page.

Source

The user receives an assertion ledger, an execution timeline, screenshots, downloadable browser traces, and Markdown or self-contained HTML reports.

Source

The demonstration is therefore not offline. Briefs and bounded page observations are sent to Groq. Screenshots and traces remain local.

Source

  • Record date: 2026-10-26T06:26:28.542Z