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Agent skill

Specialist Integration Test Generator

by HoangNguyen0403 in HoangNguyen0403/agent-skills-standard

Generates one integration/E2E test from an approved test case spec using existing project patterns.

MITAuto-check passedTesting & QA

Install Specialist Integration Test Generator

skills CLI
$ npx skills add HoangNguyen0403/agent-skills-standard --skill specialist-integration-test-generator -a claude-code

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

GitHub CLI
$ gh skill install HoangNguyen0403/agent-skills-standard specialist-integration-test-generator --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/HoangNguyen0403/agent-skills-standard.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/specialists/specialist-integration-test-generator .claude/skills/specialist-integration-test-generator && 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
specialist-integration-test-generator
GitHub stars
572
Token cost
~548 tokens
SKILL.md length
215 words
Files
2
Skills in repo
211
Repo updated
First seen
Licence
MIT

At a glance

Generates one integration/E2E test from an approved test case spec using existing project patterns.

  • Works in 6 steps: Load matching project skills for target… → Locate target test folder and nearest… → Decide append vs new file based on… → …
  • Independent Zephyr TC
  • SKILL.md covers Priority: P1 (HIGH), Role, Budget and Lane → Driver, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Specialist Integration Test Generator is an agent skill from HoangNguyen0403/agent-skills-standard. Generates one integration/E2E test from an approved test case spec using existing project patterns. Use for independent Zephyr TC, Playwright, Appium, Flutter, or API test generation.

Its SKILL.md is about 550 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `evals/evals.json`).

It sits in Testing & QA, covering Integration testing, Mobile testing and debugging and Cross-platform mobile apps. It works with Playwright, Flutter and Model Context Protocol. The repository describes itself as: A collection of Agent Skills Standard and Best Practice for Programming Languages, Frameworks that help our AI Agent follow best practies on frameworks and programming laguages. The licence is MIT.

When your agent uses it

  • Independent Zephyr TC
  • API test generation

Example prompts

  • “Use the specialist-integration-test-generator skill to generate one integration/E2E test from an approved test case spec using existing project…”
  • “/specialist-integration-test-generator”

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. Load matching project skills for target file type before code.
  2. Locate target test folder and nearest sibling sample.
  3. Decide append vs new file based on existing structure.
  4. For lane: web, drive every interaction through the screen's page object and the pages fixture per…
  5. Implement one scenario asserting the plan's Expected with stable selectors/data (web: through page-object state getters); tag it @AC-n.
  6. Run formatter and the smallest reliable test command.

What it can do on your machine

Read from SKILL.md and the folder at commit b529c2d. 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

Specialist Integration Test Generator loads about 548 tokens when it runs. Until then it costs about 55 tokens; SKILL.md has 215 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~55
When it runs · the whole SKILL.md, loaded when a task matches
~548

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 HoangNguyen0403/agent-skills-standard at commit b529c2d, republished under its MIT licence (© HoangNguyen0403). 215 words, ~548 tokens.

Download SKILL.mdSave it as .claude/skills/specialist-integration-test-generator/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
specialist-integration-test-generator
description
Generates one integration/E2E test from an approved test case spec using existing project patterns. Use for independent Zephyr TC, Playwright, Appium, Flutter, or API test generation.
risk_tier
L2
metadata.internal
true

Specialist: Integration Test Generator

Priority: P1 (HIGH)

Role

Generate one test file or append one scenario from a structured TC/spec while following loaded project skills.

Budget

  • One TC/spec per invocation.
  • Read nearest existing test sample before writing.
  • Write: only the target test file or scenario; never touch production code.
  • Format only changed test file.
  • No commit, push, or sub-agents.

Lane → Driver

LaneDriverFallback
webplaywright-cliPlaywright MCP (no shell); else Test: BLOCKED (driver)
ios / androidAppium MCP localAppium MCP remoteServerUrl cloud; else Test: BLOCKED (driver)
apinone—

Steps

  1. Load matching project skills for target file type before code.
  2. Locate target test folder and nearest sibling sample.
  3. Decide append vs new file based on existing structure.
  4. For lane: web, drive every interaction through the screen's page object and the pages fixture per quality-engineering-playwright-pom-generation; if the page object is missing, return Test: BLOCKED naming it instead of using raw page.
  5. Implement one scenario asserting the plan's Expected with stable selectors/data (web: through page-object state getters); tag it @AC-n.
  6. Run formatter and the smallest reliable test command.

Output

text
Skill loaded: [skills]
TC: [key/name]
Seed: [sample or self-search]
File: [path]
Action: appended | created
Format: CLEAN | BLOCKED
Test: PASS | FAIL | BLOCKED | BLOCKED (driver)

Anti-Patterns

  • No writing before skill loading.
  • No broad test refactors.
  • No unverified helper APIs in suggested code.
  • No raw page.locator in a web spec when a page object exists or is required.

© HoangNguyen0403, 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 1 other file in skills/specialists/specialist-integration-test-generator of HoangNguyen0403/agent-skills-standard.

  • SKILL.md
  • evals/evals.json

Open the folder on GitHubat commit b529c2d

Compare with similar skills

Specialist Integration Test Generator 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.

Specialist Integration Test Generator compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Specialist Integration Test Generator this skillHoangNguyen0403/agent-skills-standard572—~548Automated safety check: PassMIT
Mobile Testingirahardianto/awesome-agv156—~1.8kAutomated safety check: NotesMIT
Record E2E Giflablup/backend.ai-webui133—~907Automated safety check: NotesLGPL-3.0
Awt E2E Testingsickn33/agentic-awesome-skills47k2 repos~556Automated safety check: PassMIT
Coveryonatangross/orchestkit292—~6.3kAutomated safety check: NotesMIT
Playwright TestAI-Unified-Process/marketplace142—~3.8kAutomated safety check: WarnApache-2.0

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Works with

Categories

Questions about Specialist Integration Test Generator

What does Specialist Integration Test Generator do?

Generates one integration/E2E test from an approved test case spec using existing project patterns. Specialist Integration Test Generator is an agent skill from HoangNguyen0403/agent-skills-standard. Generates one integration/E2E test from an approved test case spec using existing project patterns.

When should I use Specialist Integration Test Generator?

Specialist Integration Test Generator fits situations like: independent Zephyr TC; API test generation.

How do I install Specialist Integration Test Generator in Claude Code?

Run `npx skills add HoangNguyen0403/agent-skills-standard --skill specialist-integration-test-generator -a claude-code`. Or copy the skill folder (skills/specialists/specialist-integration-test-generator in HoangNguyen0403/agent-skills-standard) into .claude/skills/specialist-integration-test-generator in your project. Claude Code loads it when a task matches its description.

How do I install Specialist Integration Test Generator in Codex?

Run `npx skills add HoangNguyen0403/agent-skills-standard --skill specialist-integration-test-generator -a codex`. Or copy the skill folder (skills/specialists/specialist-integration-test-generator in HoangNguyen0403/agent-skills-standard) into .agents/skills/specialist-integration-test-generator in your project. Codex loads it when a task matches its description.

Can I use Specialist Integration Test Generator 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 HoangNguyen0403/agent-skills-standard --skill specialist-integration-test-generator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/specialist-integration-test-generator, .gemini/skills/specialist-integration-test-generator, .github/skills/specialist-integration-test-generator and .opencode/skills/specialist-integration-test-generator in your project.

What does Specialist Integration Test Generator need to run?

SKILL.md names no scripts, command-line tools or credentials: Specialist Integration Test Generator is instructions for the agent only.

Does Specialist Integration Test Generator 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 Specialist Integration Test Generator 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 Specialist Integration Test Generator use?

Specialist Integration Test Generator 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 Specialist Integration Test Generator use?

About 548 tokens (SKILL.md is roughly 2.2k 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 Specialist Integration Test Generator?

Skills that share tags, products or a category with Specialist Integration Test Generator: Mobile Testing (irahardianto/awesome-agv, 156 stars), Record E2E Gif (lablup/backend.ai-webui, 133 stars), Awt E2E Testing (sickn33/agentic-awesome-skills, 47k stars) and Cover (yonatangross/orchestkit, 292 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Specialist Integration Test Generator?

HoangNguyen0403 (a GitHub user) maintains it in HoangNguyen0403/agent-skills-standard, which has 572 GitHub stars. The repository holds 211 skills in this directory. The repository was last updated on October 9, 2026.

Source: HoangNguyen0403/agent-skills-standard on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.