Create Task
melandlabs/openloomi
Create an end-to-end Continual Learning Bench task. An agent skill from melandlabs/openloomi.
A skill your agent uses when implementing a new feature or fixing a bug.
$ npx skills add aiming-lab/MetaClaw --skill test-before-ship -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aiming-lab/MetaClaw test-before-ship --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/aiming-lab/MetaClaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/memory_data/skills/test-before-ship .claude/skills/test-before-ship && 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 "test-before-ship" agent skill from https://github.com/aiming-lab/MetaClaw/tree/main/memory_data/skills/test-before-ship into .claude/skills/test-before-ship/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "test-before-ship", 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/aiming-lab/MetaClaw/tree/main/memory_data/skills/test-before-shipType 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 aiming-lab/MetaClaw --skill test-before-ship -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aiming-lab/MetaClaw test-before-ship --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiming-lab/MetaClaw.git skills-src && mkdir -p .agents/skills && cp -r skills-src/memory_data/skills/test-before-ship .agents/skills/test-before-ship && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "test-before-ship" agent skill from https://github.com/aiming-lab/MetaClaw/tree/main/memory_data/skills/test-before-ship into .agents/skills/test-before-ship/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "test-before-ship", 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 aiming-lab/MetaClaw --skill test-before-ship -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aiming-lab/MetaClaw test-before-ship --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiming-lab/MetaClaw.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/memory_data/skills/test-before-ship .cursor/skills/test-before-ship && 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 "test-before-ship" agent skill from https://github.com/aiming-lab/MetaClaw/tree/main/memory_data/skills/test-before-ship into .cursor/skills/test-before-ship/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "test-before-ship", 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/aiming-lab/MetaClaw.git --path memory_data/skills/test-before-ship--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 aiming-lab/MetaClaw --skill test-before-ship -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aiming-lab/MetaClaw test-before-ship --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiming-lab/MetaClaw.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/memory_data/skills/test-before-ship .gemini/skills/test-before-ship && 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 "test-before-ship" agent skill from https://github.com/aiming-lab/MetaClaw/tree/main/memory_data/skills/test-before-ship into .gemini/skills/test-before-ship/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "test-before-ship", 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 aiming-lab/MetaClaw test-before-shipInstalls 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 aiming-lab/MetaClaw --skill test-before-ship -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aiming-lab/MetaClaw.git skills-src && mkdir -p .github/skills && cp -r skills-src/memory_data/skills/test-before-ship .github/skills/test-before-ship && 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 "test-before-ship" agent skill from https://github.com/aiming-lab/MetaClaw/tree/main/memory_data/skills/test-before-ship into .github/skills/test-before-ship/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "test-before-ship", 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 aiming-lab/MetaClaw --skill test-before-ship -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aiming-lab/MetaClaw test-before-ship --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiming-lab/MetaClaw.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/memory_data/skills/test-before-ship .opencode/skills/test-before-ship && 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 "test-before-ship" agent skill from https://github.com/aiming-lab/MetaClaw/tree/main/memory_data/skills/test-before-ship into .opencode/skills/test-before-ship/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "test-before-ship", 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.
test-before-shipA skill your agent uses when implementing a new feature or fixing a bug.
Test Before Ship is an agent skill from aiming-lab/MetaClaw. Use this skill when implementing a new feature or fixing a bug. Write or update tests before marking the task done. Never consider code complete without verifying it works through automated tests.
Its SKILL.md is about 230 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. The repository describes itself as: 🦞 Just talk to your agent — it learns and EVOLVES 🧬. The licence is MIT.
Read from SKILL.md and the folder at commit 922caf3. It shows what the files ask for, not the result of running them.
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.
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.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Test Before Ship loads about 232 tokens when it runs. Until then it costs about 53 tokens; SKILL.md has 102 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.
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.
The full file from aiming-lab/MetaClaw at commit 922caf3, republished under its MIT licence (© aiming-lab). 102 words, ~232 tokens.
.claude/skills/test-before-ship/SKILL.md (or your agent's skills folder).Test pyramid:
Test quality checklist:
For bug fixes: add a regression test that reproduces the bug before fixing it.
Anti-patterns:
© aiming-lab, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in memory_data/skills/test-before-ship of aiming-lab/MetaClaw.
Open the folder on GitHubat commit 922caf3
Test Before Ship 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 |
|---|---|---|---|---|---|---|
| Test Before Ship this skillaiming-lab/MetaClaw | 3.5k | — | ~232 | Automated safety check: Pass | MIT | |
| Create Taskmelandlabs/openloomi | 1k | — | ~4.6k | Automated safety check: Pass | Apache-2.0 | |
| Early Experience DataOSU-NLP-Group/EarlyExperience | 102 | — | ~4.1k | Automated safety check: Pass | MIT | |
| EvaluationPrimeIntellect-ai/prime-envs | 130 | — | ~4.6k | Automated safety check: Pass | Apache-2.0 | |
| 5 Persona Advisory Boardharryvondiesel-web/5-persona-advisory-board | 131 | — | ~2.8k | Automated safety check: Pass | MIT | |
| Veomni Patchgen ModelByteDance-Seed/VeOmni | 2.2k | — | ~9.6k | Automated safety check: Pass | Apache-2.0 |
melandlabs/openloomi
Create an end-to-end Continual Learning Bench task. An agent skill from melandlabs/openloomi.
OSU-NLP-Group/EarlyExperience
A skill your agent uses whenever the user asks to generate, collect, inspect, or prepare early-experience training data (Implicit World Modeling or Self-Reflection, in the sense of arXiv:2510.08558)…
PrimeIntellect-ai/prime-envs
Install and run a verifiers environment — smoke testing during development and full benchmark evals.
harryvondiesel-web/5-persona-advisory-board
Run a 5 Persona Advisory Board review, board review, strategic decision stress-test, offer critique, risk check, or pricing/timing/positioning decision review.
ByteDance-Seed/VeOmni
Author or refresh a VeOmni model's patchgen-generated modeling under generated/ — GPU and/or NPU config, dense or MoE, text / VLM / Omni.
evolvent-ai/RSIBench-Data
Use inside RSIBench-Data when testing whether an automation agent can improve a target model on a configured benchmark through synthetic Tinker SFT data, Tinker sampling, and E2B-based Harbor…
aiming-lab/MetaClaw
Use this skill before any data analysis, transformation, or modeling.
aiming-lab/MetaClaw
A skill your agent uses when implementing any endpoint, form handler, CLI tool, or function that accepts external input.
aiming-lab/MetaClaw
A skill your agent uses when writing shell scripts, Python automation, or any unattended batch job.
aiming-lab/MetaClaw
A skill your agent uses when building production services, pipelines, or automation that needs to be debugged, monitored, or audited.
aiming-lab/MetaClaw
A skill your agent uses when delegating a subtask to a sub-agent, spawning a parallel worker, or handing off work across sessions.
aiming-lab/MetaClaw
A skill your agent uses when writing messages in async channels (Slack, GitHub issues, email threads) where the reader may not have context and cannot ask follow-up questions immediately.
Categories
A skill your agent uses when implementing a new feature or fixing a bug. Test Before Ship is an agent skill from aiming-lab/MetaClaw. Use this skill when implementing a new feature or fixing a bug.
Test Before Ship fits situations like: implementing a new feature.
Run `npx skills add aiming-lab/MetaClaw --skill test-before-ship -a claude-code`. Or copy the skill folder (memory_data/skills/test-before-ship in aiming-lab/MetaClaw) into .claude/skills/test-before-ship in your project. Claude Code loads it when a task matches its description.
Run `npx skills add aiming-lab/MetaClaw --skill test-before-ship -a codex`. Or copy the skill folder (memory_data/skills/test-before-ship in aiming-lab/MetaClaw) into .agents/skills/test-before-ship in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add aiming-lab/MetaClaw --skill test-before-ship -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/test-before-ship, .gemini/skills/test-before-ship, .github/skills/test-before-ship and .opencode/skills/test-before-ship in your project.
SKILL.md names no scripts, command-line tools or credentials: Test Before Ship is instructions for the agent only.
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.
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.
Test Before Ship is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 232 tokens (SKILL.md is roughly 928 characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Test Before Ship: Create Task (melandlabs/openloomi, 1k stars), Early Experience Data (OSU-NLP-Group/EarlyExperience, 102 stars), Evaluation (PrimeIntellect-ai/prime-envs, 130 stars) and 5 Persona Advisory Board (harryvondiesel-web/5-persona-advisory-board, 131 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
aiming-lab (a GitHub organization) maintains it in aiming-lab/MetaClaw, which has 3,458 GitHub stars. The repository holds 36 skills in this directory. The repository was last updated on June 7, 2026.
Source: aiming-lab/MetaClaw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.