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.
Write adversarial test cases that break production code instead of producing false confidence.
Install Accurate Testing
$ npx skills add theexperiencecompany/gaia --skill accurate-testing -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install theexperiencecompany/gaia accurate-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/theexperiencecompany/gaia.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/accurate-testing .claude/skills/accurate-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 "accurate-testing" agent skill from https://github.com/theexperiencecompany/gaia/tree/master/.agents/skills/accurate-testing into .claude/skills/accurate-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "accurate-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/theexperiencecompany/gaia/tree/master/.agents/skills/accurate-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 theexperiencecompany/gaia --skill accurate-testing -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install theexperiencecompany/gaia accurate-testing --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/theexperiencecompany/gaia.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/accurate-testing .agents/skills/accurate-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 "accurate-testing" agent skill from https://github.com/theexperiencecompany/gaia/tree/master/.agents/skills/accurate-testing into .agents/skills/accurate-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "accurate-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 theexperiencecompany/gaia --skill accurate-testing -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install theexperiencecompany/gaia accurate-testing --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/theexperiencecompany/gaia.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/accurate-testing .cursor/skills/accurate-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 "accurate-testing" agent skill from https://github.com/theexperiencecompany/gaia/tree/master/.agents/skills/accurate-testing into .cursor/skills/accurate-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "accurate-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/theexperiencecompany/gaia.git --path .agents/skills/accurate-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 theexperiencecompany/gaia --skill accurate-testing -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install theexperiencecompany/gaia accurate-testing --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/theexperiencecompany/gaia.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/accurate-testing .gemini/skills/accurate-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 "accurate-testing" agent skill from https://github.com/theexperiencecompany/gaia/tree/master/.agents/skills/accurate-testing into .gemini/skills/accurate-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "accurate-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 theexperiencecompany/gaia accurate-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 theexperiencecompany/gaia --skill accurate-testing -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/theexperiencecompany/gaia.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/accurate-testing .github/skills/accurate-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 "accurate-testing" agent skill from https://github.com/theexperiencecompany/gaia/tree/master/.agents/skills/accurate-testing into .github/skills/accurate-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "accurate-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 theexperiencecompany/gaia --skill accurate-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 theexperiencecompany/gaia accurate-testing --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/theexperiencecompany/gaia.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/accurate-testing .opencode/skills/accurate-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 "accurate-testing" agent skill from https://github.com/theexperiencecompany/gaia/tree/master/.agents/skills/accurate-testing into .opencode/skills/accurate-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "accurate-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
accurate-testing- GitHub stars
- 308
- Token cost
- ~3.4k tokens
- SKILL.md length
- 1,476 words
- Files
- 5 (incl. references)
- Skills in repo
- 17
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Write adversarial test cases that break production code instead of producing false confidence.
- Works in 3 steps: Every test must be falsifiable. There… → Prove falsifiability — don't assume it.… → Write tests against the code's blind…
- Planning tests for any codebase
- SKILL.md covers Prime Directive: Tests Exist…, The Mutation Check (The Real…, The Deletion Test (Minimum Gate) and Core Workflow, plus 7 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Accurate Testing is an agent skill from theexperiencecompany/gaia. Write adversarial test cases that break production code instead of producing false confidence. Use when writing, reviewing, or planning tests for any codebase. Triggers on: "write tests", "add test coverage", "test this function", "create unit tests", "integration tests", "fix flaky tests", "improve test coverage", "review test quality", "are these tests good", "test plan", "break this code", "find edge cases", or any task involving pytest, vitest, jest, or other test frameworks. Enforces the prime directive — a…
Its SKILL.md is about 3.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including reference files (for example `references/anti-patterns.md`, `references/breaking-the-code.md` and `references/pytest-patterns.md`).
It sits in Testing & QA, covering Unit testing and Test generation. It works with Jest, pytest and Vitest. The repository describes itself as: Your proactive personal AI assistant & companion for daily productivity 🌎.
When your agent uses it
- Planning tests for any codebase
- Add test coverage
- Test this function
- Create unit tests
Example prompts
- “write tests”
- “add test coverage”
- “test this function”
- “/accurate-testing”
Requirements
- Python 3
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- Every test must be falsifiable. There must exist a plausible bug that turns it red.
- Prove falsifiability — don't assume it. Break the code and watch the test fail (see the
- Write tests against the code's blind spots, not its happy path. After building a feature,
What it can do on your machine
Read from SKILL.md and the folder at commit 26424cb. 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 python).
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
Accurate Testing loads about 3.4k tokens when it runs, and up to ~13k if it reads all its reference files. Until then it costs about 186 tokens; SKILL.md has 1,476 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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 1,476 words (~3,408 tokens).
“A test is not a certificate that the code works. It is an attack on the code. You are not the author defending the implementation — you are the adversary trying to make it produce a wrong answer, crash, corrupt…”
- name
- accurate-testing
Files
SKILL.md and 4 other files (references) in .agents/skills/accurate-testing of theexperiencecompany/gaia.
- SKILL.md
- references/anti-patterns.md
- references/breaking-the-code.md
- references/pytest-patterns.md
- references/vitest-patterns.md
Open the folder on GitHubat commit 26424cb
Compare with similar skills
Accurate 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 |
|---|---|---|---|---|---|---|
| Accurate Testing this skilltheexperiencecompany/gaia | 308 | — | ~3.4k | Automated safety check: Pass | Custom licence | |
| MoAI TDD Workflowmodu-ai/moai-adk | 1.2k | — | ~3.1k | Automated safety check: Pass | Apache-2.0 | |
| Test Patternsrohitg00/skillkit | 1.5k | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | |
| Test Generatoralirezarezvani/claude-code-tresor | 777 | — | ~1.6k | Automated safety check: Pass | MIT | |
| TDD Guidealirezarezvani/claude-skills | 28k | — | ~3.4k | Automated safety check: Pass | MIT | |
| TDD GuideLeoYeAI/openclaw-master-skills | 2.2k | — | ~1.4k | Automated safety check: Pass | MIT |
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Related
Categories
Questions about Accurate Testing
What does Accurate Testing do?
Write adversarial test cases that break production code instead of producing false confidence. Accurate Testing is an agent skill from theexperiencecompany/gaia. Write adversarial test cases that break production code instead of producing false confidence.
When should I use Accurate Testing?
Accurate Testing fits situations like: planning tests for any codebase; add test coverage; test this function; create unit tests.
How do I install Accurate Testing in Claude Code?
Run `npx skills add theexperiencecompany/gaia --skill accurate-testing -a claude-code`. Or copy the skill folder (.agents/skills/accurate-testing in theexperiencecompany/gaia) into .claude/skills/accurate-testing in your project. Claude Code loads it when a task matches its description.
How do I install Accurate Testing in Codex?
Run `npx skills add theexperiencecompany/gaia --skill accurate-testing -a codex`. Or copy the skill folder (.agents/skills/accurate-testing in theexperiencecompany/gaia) into .agents/skills/accurate-testing in your project. Codex loads it when a task matches its description.
Can I use Accurate 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 theexperiencecompany/gaia --skill accurate-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/accurate-testing, .gemini/skills/accurate-testing, .github/skills/accurate-testing and .opencode/skills/accurate-testing in your project.
What does Accurate Testing need to run?
SKILL.md names no scripts, command-line tools or credentials: Accurate Testing is instructions for the agent only. Our summary lists: Python 3.
Does Accurate 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 Accurate 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 Accurate Testing use?
Accurate Testing 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 Accurate Testing use?
About 3.4k tokens (SKILL.md is roughly 14k 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 9.7k tokens, read only when the agent opens those files.
What are the alternatives to Accurate Testing?
Skills that share tags, products or a category with Accurate Testing: MoAI TDD Workflow (modu-ai/moai-adk, 1.2k stars), Test Patterns (rohitg00/skillkit, 1.5k stars), Test Generator (alirezarezvani/claude-code-tresor, 777 stars) and TDD Guide (alirezarezvani/claude-skills, 28k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Accurate Testing?
theexperiencecompany (a GitHub organization) maintains it in theexperiencecompany/gaia, which has 308 GitHub stars. The repository holds 17 skills in this directory. The repository was last updated on October 10, 2026.
Source: theexperiencecompany/gaia on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.