Agent Harness Testing Methodology
huiliyi37/Tianshu-harness
Guides an agent through probing an unfamiliar project's test setup, then choosing a red-light-first testing strategy matched to the task type.
A skill your agent uses when planning, implementing or reviewing tasks
Install Black Box Testing
$ npx skills add abadcafe/superteam --skill black-box-testing -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install abadcafe/superteam black-box-testing --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/abadcafe/superteam.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/black-box-testing .claude/skills/black-box-testing && 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 "black-box-testing" agent skill from https://github.com/abadcafe/superteam/tree/main/skills/black-box-testing into .claude/skills/black-box-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "black-box-testing", 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/abadcafe/superteam/tree/main/skills/black-box-testingType 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 abadcafe/superteam --skill black-box-testing -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install abadcafe/superteam black-box-testing --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/abadcafe/superteam.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/black-box-testing .agents/skills/black-box-testing && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "black-box-testing" agent skill from https://github.com/abadcafe/superteam/tree/main/skills/black-box-testing into .agents/skills/black-box-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "black-box-testing", 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 abadcafe/superteam --skill black-box-testing -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install abadcafe/superteam black-box-testing --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/abadcafe/superteam.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/black-box-testing .cursor/skills/black-box-testing && 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 "black-box-testing" agent skill from https://github.com/abadcafe/superteam/tree/main/skills/black-box-testing into .cursor/skills/black-box-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "black-box-testing", 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/abadcafe/superteam.git --path skills/black-box-testing--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 abadcafe/superteam --skill black-box-testing -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install abadcafe/superteam black-box-testing --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/abadcafe/superteam.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/black-box-testing .gemini/skills/black-box-testing && 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 "black-box-testing" agent skill from https://github.com/abadcafe/superteam/tree/main/skills/black-box-testing into .gemini/skills/black-box-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "black-box-testing", 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 abadcafe/superteam black-box-testingInstalls 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 abadcafe/superteam --skill black-box-testing -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/abadcafe/superteam.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/black-box-testing .github/skills/black-box-testing && 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 "black-box-testing" agent skill from https://github.com/abadcafe/superteam/tree/main/skills/black-box-testing into .github/skills/black-box-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "black-box-testing", 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 abadcafe/superteam --skill black-box-testing -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install abadcafe/superteam black-box-testing --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/abadcafe/superteam.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/black-box-testing .opencode/skills/black-box-testing && 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 "black-box-testing" agent skill from https://github.com/abadcafe/superteam/tree/main/skills/black-box-testing into .opencode/skills/black-box-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "black-box-testing", 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
black-box-testing- GitHub stars
- 110
- Token cost
- ~532 tokens
- SKILL.md length
- 104 words
- Files
- 1
- Skills in repo
- 4
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when planning, implementing or reviewing tasks
- Works in 2 steps: 绝不参考任何内部实现, 只通过外部接口测试, 坚决禁止调用被测系统内部代码 → 优先使用真实工具(curl、nc 等)
- Reviewing tasks
- SKILL.md covers 黑盒测试任务规划(planning)与TDD(Test… and 黑盒测试规范
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Black Box Testing is an agent skill from abadcafe/superteam. Use when planning, implementing or reviewing tasks
Its SKILL.md is about 530 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Testing & QA, covering Test-driven development. It works with pytest.
When your agent uses it
- Reviewing tasks
- Tasks that involve Test-driven development
Example prompts
- “/black-box-testing”
Requirements
- Python 3
Workflow steps
2 steps, taken from the first numbered list in SKILL.md.
- 绝不参考任何内部实现, 只通过外部接口测试, 坚决禁止调用被测系统内部代码
- 优先使用真实工具(curl、nc 等)
What it can do on your machine
Read from SKILL.md and the folder at commit 8123472. 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
Black Box Testing loads about 532 tokens when it runs. Until then it costs about 17 tokens; SKILL.md has 104 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 104 words (~532 tokens).
“做测试的时候, 要注意黑盒测试(black-box tests)和白盒测试(white-box tests)的区别. 黑盒测 试有如下性质:”
- name
- black-box-testing
- user-invocation
- false
Files
Just SKILL.md in skills/black-box-testing of abadcafe/superteam.
Open the folder on GitHubat commit 8123472
Compare with similar skills
Black Box Testing 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 |
|---|---|---|---|---|---|---|
| Black Box Testing this skillabadcafe/superteam | 110 | — | ~532 | Automated safety check: Pass | None | |
| Agent Harness Testing Methodologyhuiliyi37/Tianshu-harness | 1.1k | — | ~1k | Automated safety check: Notes | Apache-2.0 | |
| MoAI TDD Workflowmodu-ai/moai-adk | 1.2k | — | ~3.1k | Automated safety check: Pass | Apache-2.0 | |
| Xp Copilotfike/fastapi-blog | 101 | — | ~286 | Automated safety check: Pass | MIT | |
| Test-Driven Development Enforcerzereight/gitlab-mcp | 2k | 1 repos | ~904 | Automated safety check: Pass | MIT | |
| Python Testingaffaan-m/ECC | 276k | 6 repos | ~4.7k | Automated safety check: Pass | MIT |
Similar skills
MoAI TDD Workflow
modu-ai/moai-adk
Drives test-first development through the RED, GREEN, REFACTOR cycle, with a config switch that selects between TDD and a DDD workflow for existing code.
Xp Copilot
fike/fastapi-blog
Skill for Extreme Programming (XP) practices and Test-Driven Development (TDD).
Test-Driven Development Enforcer
zereight/gitlab-mcp
Enforces strict red-green-refactor, with a failing test first, the minimum code to pass it, then cleanup, and a quick reference for common test runners.
Python Testing
affaan-m/ECC
Python testing strategies using pytest, TDD methodology, fixtures, mocking, parametrization, and coverage requirements.
Django TDD
affaan-m/ECC
Django testing strategies with pytest-django, TDD methodology, factoryboy, mocking, coverage, and testing Django REST Framework APIs.
More from abadcafe/superteam
Executing
abadcafe/superteam
A skill your agent uses when you have a completed plan to execute serially.
Planning
abadcafe/superteam
A skill your agent uses when you have a completed spec to create an implementation plan.
Hands Off Issue Handling
abadcafe/superteam
Use when issues require escalation
Related
Works with
Categories
Questions about Black Box Testing
What does Black Box Testing do?
A skill your agent uses when planning, implementing or reviewing tasks. Black Box Testing is an agent skill from abadcafe/superteam.
When should I use Black Box Testing?
Black Box Testing fits situations like: reviewing tasks; tasks that involve Test-driven development.
How do I install Black Box Testing in Claude Code?
Run `npx skills add abadcafe/superteam --skill black-box-testing -a claude-code`. Or copy the skill folder (skills/black-box-testing in abadcafe/superteam) into .claude/skills/black-box-testing in your project. Claude Code loads it when a task matches its description.
How do I install Black Box Testing in Codex?
Run `npx skills add abadcafe/superteam --skill black-box-testing -a codex`. Or copy the skill folder (skills/black-box-testing in abadcafe/superteam) into .agents/skills/black-box-testing in your project. Codex loads it when a task matches its description.
Can I use Black Box Testing 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 abadcafe/superteam --skill black-box-testing -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/black-box-testing, .gemini/skills/black-box-testing, .github/skills/black-box-testing and .opencode/skills/black-box-testing in your project.
What does Black Box Testing need to run?
SKILL.md names no scripts, command-line tools or credentials: Black Box Testing is instructions for the agent only. Our summary lists: Python 3.
Does Black Box Testing 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 Black Box Testing 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 Black Box Testing use?
No licence was found for Black Box Testing or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Black Box Testing use?
About 532 tokens (SKILL.md is roughly 2.1k 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 Black Box Testing?
Skills that share tags, products or a category with Black Box Testing: Agent Harness Testing Methodology (huiliyi37/Tianshu-harness, 1.1k stars), MoAI TDD Workflow (modu-ai/moai-adk, 1.2k stars), Xp Copilot (fike/fastapi-blog, 101 stars) and Test-Driven Development Enforcer (zereight/gitlab-mcp, 2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Black Box Testing?
abadcafe (a GitHub user) maintains it in abadcafe/superteam, which has 110 GitHub stars. The repository holds 4 skills in this directory. The repository was last updated on July 16, 2026.
Source: abadcafe/superteam on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.