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Agent skill

QA Loop UI

by digipulse-engineering in digipulse-engineering/GAAI-framework

Presents up to 5 questions from smart-question-generator one at a time, records answers, handles per-question skip and skip-all, captures per-question response time and total session duration.

Custom licenceAuto-check passed

Install QA Loop UI

skills CLI
$ npx skills add digipulse-engineering/GAAI-framework --skill qa-loop-ui -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install digipulse-engineering/GAAI-framework qa-loop-ui --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/digipulse-engineering/GAAI-framework.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.gaai/core/skills/cross/qa-loop-ui .claude/skills/qa-loop-ui && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
qa-loop-ui
GitHub stars
163
Token cost
~3k tokens
SKILL.md length
540 words
Files
1
Skills in repo
51
Repo updated
First seen
Licence
Custom licence

At a glance

Presents up to 5 questions from smart-question-generator one at a time, records answers, handles per-question skip and skip-all, captures per-question response time and total session duration.

  • Works in 4 steps: Initialize session → Question loop (sequential) → Complete loop → …
  • SKILL.md covers Purpose / When to Activate, Input Schema, Process and Orchestrator responsibility…, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

QA Loop UI is an agent skill from digipulse-engineering/GAAI-framework. Presents up to 5 questions from smart-question-generator one at a time, records answers, handles per-question skip and skip-all, captures per-question response time and total session duration. Renders a streaming progress header with question count and time estimate. Used as the interaction layer of Stage 4 of the /gaai:bootstrap pipeline.

Its SKILL.md is about 3k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: Works in any interactive AI coding agent context (Claude Code, Cursor) where inline Q&A is supported

The repository describes itself as: Turns AI coding tools into reliable software delivery systems. Drop a .gaai/ folder into any project — Discovery defines what to build, Delivery executes autonomously until…

Example prompts

  • “Use the qa-loop-ui skill to present up to 5 questions from smart-question-generator one at a time, records answers, handles per-question skip and…”
  • “/qa-loop-ui”

Requirements

  • Compatibility (from SKILL.md): Works in any interactive AI coding agent context (Claude Code, Cursor) where inline Q&A is supported

Workflow steps

4 steps, taken from the step headings in SKILL.md.

  1. Initialize session
  2. Question loop (sequential)
  3. Complete loop
  4. Abort handling (AC5)

What it can do on your machine

Read from SKILL.md and the folder at commit a26ea7a. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are yaml).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

  • Compatibility

    Works in any interactive AI coding agent context (Claude Code, Cursor) where inline Q&A is supported

    From compatibility in the SKILL.md frontmatter.

Context cost

QA Loop UI loads about 3k tokens when it runs. Until then it costs about 88 tokens; SKILL.md has 540 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~88
When it runs · the whole SKILL.md, loaded when a task matches
~3k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 540 words (~3,027 tokens).

name
qa-loop-ui
compatibility
Works in any interactive AI coding agent context (Claude Code, Cursor) where inline Q&A is supported
license
ELv2
metadata.author
gaai-framework
metadata.version
1.1
metadata.category
cross
metadata.track
cross-cutting
metadata.id
SKILL-QA-LOOP-UI-001
metadata.updated_at
2026-04-29
metadata.status
stable
inputs
question_result
outputs
qa_session_result

Read the full SKILL.md on GitHub

Files

Just SKILL.md in .gaai/core/skills/cross/qa-loop-ui of digipulse-engineering/GAAI-framework.

Open the folder on GitHubat commit a26ea7a

Compare with similar skills

QA Loop UI next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

QA Loop UI compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
QA Loop UI this skilldigipulse-engineering/GAAI-framework163—~3kAutomated safety check: PassCustom licence
Generatealirezarezvani/claude-skills28k1 repos~1.1kAutomated safety check: PassMIT
AI Presenter VideoNousResearch/hermes-agent252k—~2.3kAutomated safety check: PassMIT
Presentationsasgeirtj/system_prompts_leaks69k—~858Automated safety check: PassCC0-1.0
Fal Generatenexu-io/open-design100k—~306Automated safety check: PassApache-2.0
Video Generationbytedance/deer-flow83k4 repos~1.4kAutomated safety check: PassMIT

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Questions about QA Loop UI

What does QA Loop UI do?

Presents up to 5 questions from smart-question-generator one at a time, records answers, handles per-question skip and skip-all, captures per-question response time and total session duration. QA Loop UI is an agent skill from digipulse-engineering/GAAI-framework. Presents up to 5 questions from smart-question-generator one at a time, records answers, handles per-question skip and skip-all, captures per-question response time and total session duration.

How do I install QA Loop UI in Claude Code?

Run `npx skills add digipulse-engineering/GAAI-framework --skill qa-loop-ui -a claude-code`. Or copy the skill folder (.gaai/core/skills/cross/qa-loop-ui in digipulse-engineering/GAAI-framework) into .claude/skills/qa-loop-ui in your project. Claude Code loads it when a task matches its description.

How do I install QA Loop UI in Codex?

Run `npx skills add digipulse-engineering/GAAI-framework --skill qa-loop-ui -a codex`. Or copy the skill folder (.gaai/core/skills/cross/qa-loop-ui in digipulse-engineering/GAAI-framework) into .agents/skills/qa-loop-ui in your project. Codex loads it when a task matches its description.

Can I use QA Loop UI in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add digipulse-engineering/GAAI-framework --skill qa-loop-ui -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/qa-loop-ui, .gemini/skills/qa-loop-ui, .github/skills/qa-loop-ui and .opencode/skills/qa-loop-ui in your project.

What does QA Loop UI need to run?

SKILL.md names no scripts, command-line tools or credentials: QA Loop UI is instructions for the agent only. Compatibility (from SKILL.md): Works in any interactive AI coding agent context (Claude Code, Cursor) where inline Q&A is supported.

Does QA Loop UI access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is QA Loop UI safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does QA Loop UI use?

QA Loop UI has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does QA Loop UI use?

About 3k tokens (SKILL.md is roughly 12k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to QA Loop UI?

Skills that share tags, products or a category with QA Loop UI: Generate (alirezarezvani/claude-skills, 28k stars), AI Presenter Video (NousResearch/hermes-agent, 252k stars), Presentations (asgeirtj/system_prompts_leaks, 69k stars) and Fal Generate (nexu-io/open-design, 100k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains QA Loop UI?

digipulse-engineering (a GitHub organization) maintains it in digipulse-engineering/GAAI-framework, which has 163 GitHub stars. The repository holds 51 skills in this directory. The repository was last updated on September 29, 2026.

Source: digipulse-engineering/GAAI-framework on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.