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QualityPython

Issue Assessment

by ffroliva

Issue Assessment 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 Issue Assessment
Copy Issue Assessment 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/issue-assessment ~/.claude/skills/issue-assessment

Requires Node.js. Downloads this skill only โ€” not the rest of the repository โ€” 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 skillโ€™s own directory into your skills folder yourself.

In this catalog

Source file
skills/issue-assessment/SKILL.md in ffroliva/gflow-cli
Installs to
~/.claude/skills/issue-assessment
Collection
One of 18 skills cataloged from this repository
Category
Quality โ€” 1897 skills

What Issue Assessment does

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.

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

Documentation

README

issue-assessment โ€” triage a gflow-cli issue honestly

Read-only conductor. Verify the reporter's claim against the code, tests, docs, KNOWN_ISSUES.md, and auto-memory; classify it; judge whether it can be verified end-to-end in the current environment; and draft a reply. The output is a standard artifact a human or the issue-resolve skill can act on.

Core principle: never assert more than the evidence supports. A claim is CONFIRMED only with line-level code evidence or a reproduction; a fix is "verified" only after running it on the affected surface. Honest "can't verify here" beats a false green check โ€” a bounced fix costs more trust than an accurate "not yet."


When to invoke

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

Frequently asked about Issue Assessment

  • What else does ffroliva publish alongside Issue Assessment?

    Issue Assessment 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 Issue Assessment 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 Issue Assessment compare to other Quality skills?

    Issue Assessment ranks #1736 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 Issue Assessment against them. Open each page to compare what they document and how they install.

More from ffroliva/gflow-cli

Issue Assessment is one of 18 skills cataloged on DirSkills from ffroliva/gflow-cli.

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Changelog

Changelog shows unreleased changes and the last tagged version for quick comparison. Use it before a release or when you need a short view of queued and shipped work.
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Check

Check auto-fixes lint and formatting, then runs repo-wide verification for types, tests, doc links, and other quality gates before a commit. Use it when you want the codebase cleaned and checked against CI-style failures.
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Documentation Review

Documentation Review checks release-facing docs for stale references, broken links, missing index entries, and drift between canonical and published pages. Use it before cutting a release or after major documentation changes.
Quality
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GFlow CLI

GFlow CLI automates Google Flow from the terminal or scripts for Veo video and Imagen image generation. It is used for text-to-video, image-to-video, image pipelines, batch runs, and other Flow credit workflows through a headed Chrome session.
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๐Ÿ› ๏ธ
1h ago

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.
Automation
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โš ๏ธ
1h ago

Known Issues

Known Issues surfaces open or mitigated items from KNOWN_ISSUES.md before work starts. Use it before changing auth, reCAPTCHA, or anything previously flagged as flaky.
Quality
17347