QA Critical UX
fastrepl/anarlog
QA Anarlog's critical Pro user journey on a signed staging candidate — onboarding, responsive launch, microphone and system-audio capture, automated summaries, and cloud sync.
Exercise the delivered customer journey using real runtime or browser evidence.
Install QA
$ npx skills add suboss87/FDEOps --skill qa -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install suboss87/FDEOps qa --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/suboss87/FDEOps.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/qa .claude/skills/qa && rm -rf skills-srcUse ~/.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/
Install the "qa" agent skill from https://github.com/suboss87/FDEOps/tree/Main/skills/qa into .claude/skills/qa/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qa", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/suboss87/FDEOps/tree/Main/skills/qaType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add suboss87/FDEOps --skill qa -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install suboss87/FDEOps qa --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/suboss87/FDEOps.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/qa .agents/skills/qa && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "qa" agent skill from https://github.com/suboss87/FDEOps/tree/Main/skills/qa into .agents/skills/qa/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qa", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add suboss87/FDEOps --skill qa -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install suboss87/FDEOps qa --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/suboss87/FDEOps.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/qa .cursor/skills/qa && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "qa" agent skill from https://github.com/suboss87/FDEOps/tree/Main/skills/qa into .cursor/skills/qa/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qa", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/suboss87/FDEOps.git --path skills/qa--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add suboss87/FDEOps --skill qa -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install suboss87/FDEOps qa --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/suboss87/FDEOps.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/qa .gemini/skills/qa && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "qa" agent skill from https://github.com/suboss87/FDEOps/tree/Main/skills/qa into .gemini/skills/qa/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qa", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install suboss87/FDEOps qaInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add suboss87/FDEOps --skill qa -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/suboss87/FDEOps.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/qa .github/skills/qa && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "qa" agent skill from https://github.com/suboss87/FDEOps/tree/Main/skills/qa into .github/skills/qa/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qa", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add suboss87/FDEOps --skill qa -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install suboss87/FDEOps qa --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/suboss87/FDEOps.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/qa .opencode/skills/qa && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "qa" agent skill from https://github.com/suboss87/FDEOps/tree/Main/skills/qa into .opencode/skills/qa/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qa", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
qa- GitHub stars
- 954
- Token cost
- ~337 tokens
- SKILL.md length
- 140 words
- Files
- 12 (incl. references)
- Skills in repo
- 34
- Repo updated
- First seen
- Licence
- MIT
At a glance
Exercise the delivered customer journey using real runtime or browser evidence.
- Works in 2 steps: Read the task context contract. → Read the method.
- Functional acceptance testing after implementation
- SKILL.md covers Purpose and Principles
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
QA is an agent skill from suboss87/FDEOps. Exercise the delivered customer journey using real runtime or browser evidence. Use for functional acceptance testing after implementation, including failure paths.
Its SKILL.md is about 340 tokens, which your agent loads only when the skill is triggered. The skill folder holds 13 other files, including reference files (for example `.fde-generated.json`, `agents/openai.yaml` and `references/build.md`).
It sits in Product & Project Management, covering Customer journey mapping. The repository describes itself as: Forward deployed engineering skills for AI coding agents. The licence is MIT.
When your agent uses it
- Functional acceptance testing after implementation
- Including failure paths
Example prompts
- “/qa”
Workflow steps
2 steps, taken from the first numbered list in SKILL.md.
- Read the task context contract.
- Read the method.
What it can do on your machine
Read from SKILL.md and the folder at commit 64d1d8a. 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.
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.
Context cost
QA loads about 337 tokens when it runs, and up to ~13k if it reads all its reference files. Until then it costs about 42 tokens; SKILL.md has 140 words of instructions outside code blocks.
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
The full file from suboss87/FDEOps at commit 64d1d8a, republished under its MIT licence (© suboss87). 140 words, ~337 tokens.
Download SKILL.mdSave it as
.claude/skills/qa/SKILL.md (or your agent's skills folder). This skill also uses 11 other files; get the full folder from GitHub.- name
- qa
- description
- Exercise the delivered customer journey using real runtime or browser evidence. Use for functional acceptance testing after implementation, including failure paths.
qa
<!-- Generated by bin/generate-skills.js; edit the canonical references and catalog. -->Purpose
Customer-journey evidence and acceptance gaps.
Before investigating or acting:
- Read the task context contract.
- Read the method.
Load further references only when the task needs them. Everything linked is included in this skill; no other skill pack is required.
Principles
- Work directly from the supplied permitted context. Standalone work does not require an engagement folder or initialization. Record filenames in the method are optional persistence destinations when no engagement is bound.
- If called by @fde, reuse its current sanitized packet and scope. Do not restart setup, discovery or questions already answered.
- The task context contract controls persistence and authority in both modes. Preserve unknowns and distinguish implementation, verification, deployment and acceptance.
- Use the customer's repository instructions and available tools. Report a missing capability or unrun check honestly; do not claim that installing a skill provisions infrastructure.
© suboss87, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 11 other files (references) in skills/qa of suboss87/FDEOps.
- SKILL.md
- .fde-generated.json
- agents/openai.yaml
- references/build.md
- references/debug.md
- references/eval-pack.md
- references/integrate.md
- references/qa.md
- references/review.md
- references/ship.md
- references/task-context.md
- references/verification.md
Open the folder on GitHubat commit 64d1d8a
Compare with similar skills
QA 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| QA this skillsuboss87/FDEOps | 954 | — | ~337 | Automated safety check: Pass | MIT | |
| QA Critical UXfastrepl/anarlog | 9.5k | — | ~1.4k | Automated safety check: Pass | MIT | |
| Attribution Analysis Modelingliangdabiao/claude-data-analysis-ultra-main | 290 | 1 repos | ~2.3k | Automated safety check: Notes | None | |
| User Story Mappingdeanpeters/Product-Manager-Skills | 7.2k | 2 repos | ~2.8k | Automated safety check: Pass | Custom licence | |
| Prdjuanandresgs/claude-ctrl | 193 | — | ~2.9k | Automated safety check: Pass | None | |
| Super Product Ownersyahiidkamil/Software-Engineer-AI-Agent-Atlas | 401 | — | ~7.9k | Automated safety check: Pass | None |
Similar skills
Attribution Analysis Modeling
liangdabiao/claude-data-analysis-ultra-main
Perform multi-touch attribution analysis using Markov chains, Shapley values, and custom attribution models.
User Story Mapping
deanpeters/Product-Manager-Skills
Lays out a user journey as activities, steps, and tasks on a two-dimensional map that then informs backlog slicing.
Prd
juanandresgs/claude-ctrl
Write structured feature specifications with problem statements, user journeys, use cases, functional requirements, and success metrics.
Super Product Owner
syahiidkamil/Software-Engineer-AI-Agent-Atlas
Complete Product Owner / Product Manager capability — a wiki-style knowledge map of product practice in active software development: the role and its boundaries, strategy cascade (vision → OKRs →…
Gstack QA Only
LING71671/Open-ClaudeCode
Read-only QA report for an OPC desktop flow, CLI command, local URL, staging URL, or documented user journey.
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Related
Categories
Questions about QA
What does QA do?
Exercise the delivered customer journey using real runtime or browser evidence. QA is an agent skill from suboss87/FDEOps. Exercise the delivered customer journey using real runtime or browser evidence.
When should I use QA?
QA fits situations like: functional acceptance testing after implementation; including failure paths.
How do I install QA in Claude Code?
Run `npx skills add suboss87/FDEOps --skill qa -a claude-code`. Or copy the skill folder (skills/qa in suboss87/FDEOps) into .claude/skills/qa in your project. Claude Code loads it when a task matches its description.
How do I install QA in Codex?
Run `npx skills add suboss87/FDEOps --skill qa -a codex`. Or copy the skill folder (skills/qa in suboss87/FDEOps) into .agents/skills/qa in your project. Codex loads it when a task matches its description.
Can I use QA 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 suboss87/FDEOps --skill qa -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, .gemini/skills/qa, .github/skills/qa and .opencode/skills/qa in your project.
What does QA need to run?
SKILL.md names no scripts, command-line tools or credentials: QA is instructions for the agent only.
Does QA 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 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 use?
QA is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does QA use?
About 337 tokens (SKILL.md is roughly 1.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 12k tokens, read only when the agent opens those files.
What are the alternatives to QA?
Skills that share tags, products or a category with QA: QA Critical UX (fastrepl/anarlog, 9.5k stars), Attribution Analysis Modeling (liangdabiao/claude-data-analysis-ultra-main, 290 stars), User Story Mapping (deanpeters/Product-Manager-Skills, 7.2k stars) and Prd (juanandresgs/claude-ctrl, 193 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains QA?
suboss87 (a GitHub user) maintains it in suboss87/FDEOps, which has 954 GitHub stars. The repository holds 34 skills in this directory. The repository was last updated on October 8, 2026.
Source: suboss87/FDEOps on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.