QualityPython

Live Verify

by ffroliva

Live Verify is a Quality skill for Claude Code, published by ffroliva in gflow-cli.

173 stars47 forkson ffroliva/gflow-cliAdded 2026/09/08+24% in starsRepository updated 2026/09/07
agenticai-agentsclaude-codecligenerative-aigoogle-flowimage-to-videoimagenmcpmcp-serverpythontext-to-videoveovideo-generation
Install in seconds
Install Live Verify
Copy Live Verify into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.
terminal
npx degit https://github.com/ffroliva/gflow-cli/tree/develop/skills/live-verify ~/.claude/skills/live-verify

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/ffroliva/gflow-cli.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file
skills/live-verify/SKILL.md in ffroliva/gflow-cli
Installs to
~/.claude/skills/live-verify
Collection
One of 18 skills cataloged from this repository
Category
Quality1897 skills

What Live Verify does

Live Verify enforces a pre-flight check against current develop and a live validation step against real Flow before gflow-cli feature or fix work is marked done. Use it for changes that touch generation paths like t2i, i2i, i2v, t2v, or r2v.

Live Verify is cataloged under Quality on DirSkills. Live Verify comes from a repository tagged agentic, ai-agents, claude-code, cli and generative-ai.

Documentation

README

/gflow:live-verify — Live-verification enforcement

gflow-cli reverse-engineers a blackbox: Google Flow. Offline checks (ruff, pyright, unit/BDD tests) verify gflow-cli's own code does what it's supposed to; they cannot verify Flow still behaves the way it was captured, because Flow is external and changes without notice (see #174). This gate enforces two things, both evidence-based (no claim without a fresh verification artifact — see the superpowers:verification-before-completion skill):

This is the opening of the README. Read the full README on GitHub.

Commands Live Verify provides

Slash commands named in this skill’s SKILL.md, listed in the order they first appear.

  • /code-review

Frequently asked about Live Verify

  • What else does ffroliva publish alongside Live Verify?

    Live Verify is one of 18 skills that DirSkills catalogs from ffroliva/gflow-cli, the repository it ships in. Its siblings there include Changelog, Check and Documentation Review. Each one is a separate skill with its own page in this directory, installs the same way Live Verify does, and is maintained by ffroliva in that same repository. The rest of the collection is listed on the ffroliva/gflow-cli page.

  • How does Live Verify compare to other Quality skills?

    Live Verify ranks #1739 by stars among the 1897 Quality skills in this catalog. The most-starred ones next to it are Benchmark, Benchmark Optimization Loop and API Design Patterns. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Live Verify against them. Open each page to compare what they document and how they install.

More from ffroliva/gflow-cli

Live Verify is one of 18 skills cataloged on DirSkills from ffroliva/gflow-cli.

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Documentation Review

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Issue Assessment

Issue Assessment reviews a gflow-cli issue against code, tests, and docs to decide whether the claim is confirmed, needs more info, or is already known. It also checks whether the issue can be verified end to end and drafts a reporter-facing reply.
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Issue Resolve

Issue Resolve drives an assessed gflow-cli bug to a draft PR in an isolated worktree. It is used for localized, verifiable fixes with test-first changes and browser-free validation, or to note when human e2e verification is still needed.
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