Skill Release Gate
rohitg00/ai-engineering-from-scratch
Evaluates an Agent Skill bundle before release for structure, trigger quality, artifact improvement, script correctness, safety, installed-tree integrity and host portability.
Run the SkillSpector safety gate on this project's installed skills before merge or release.
MITAuto-check passed
Install Bwai Security Gate
$ npx skills add johnku2011/boilerplates-with-ai-skills --skill bwai-security-gate -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install johnku2011/boilerplates-with-ai-skills bwai-security-gate --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/johnku2011/boilerplates-with-ai-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/shared/workflows/bwai-delivery/skills/bwai-security-gate .claude/skills/bwai-security-gate && 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 "bwai-security-gate" agent skill from https://github.com/johnku2011/boilerplates-with-ai-skills/tree/main/shared/workflows/bwai-delivery/skills/bwai-security-gate into .claude/skills/bwai-security-gate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bwai-security-gate", 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/johnku2011/boilerplates-with-ai-skills/tree/main/shared/workflows/bwai-delivery/skills/bwai-security-gateType 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 johnku2011/boilerplates-with-ai-skills --skill bwai-security-gate -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install johnku2011/boilerplates-with-ai-skills bwai-security-gate --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/johnku2011/boilerplates-with-ai-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/shared/workflows/bwai-delivery/skills/bwai-security-gate .agents/skills/bwai-security-gate && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "bwai-security-gate" agent skill from https://github.com/johnku2011/boilerplates-with-ai-skills/tree/main/shared/workflows/bwai-delivery/skills/bwai-security-gate into .agents/skills/bwai-security-gate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bwai-security-gate", 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 johnku2011/boilerplates-with-ai-skills --skill bwai-security-gate -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install johnku2011/boilerplates-with-ai-skills bwai-security-gate --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/johnku2011/boilerplates-with-ai-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/shared/workflows/bwai-delivery/skills/bwai-security-gate .cursor/skills/bwai-security-gate && 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 "bwai-security-gate" agent skill from https://github.com/johnku2011/boilerplates-with-ai-skills/tree/main/shared/workflows/bwai-delivery/skills/bwai-security-gate into .cursor/skills/bwai-security-gate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bwai-security-gate", 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/johnku2011/boilerplates-with-ai-skills.git --path shared/workflows/bwai-delivery/skills/bwai-security-gate--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 johnku2011/boilerplates-with-ai-skills --skill bwai-security-gate -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install johnku2011/boilerplates-with-ai-skills bwai-security-gate --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/johnku2011/boilerplates-with-ai-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/shared/workflows/bwai-delivery/skills/bwai-security-gate .gemini/skills/bwai-security-gate && 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 "bwai-security-gate" agent skill from https://github.com/johnku2011/boilerplates-with-ai-skills/tree/main/shared/workflows/bwai-delivery/skills/bwai-security-gate into .gemini/skills/bwai-security-gate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bwai-security-gate", 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 johnku2011/boilerplates-with-ai-skills bwai-security-gateInstalls 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 johnku2011/boilerplates-with-ai-skills --skill bwai-security-gate -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/johnku2011/boilerplates-with-ai-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/shared/workflows/bwai-delivery/skills/bwai-security-gate .github/skills/bwai-security-gate && 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 "bwai-security-gate" agent skill from https://github.com/johnku2011/boilerplates-with-ai-skills/tree/main/shared/workflows/bwai-delivery/skills/bwai-security-gate into .github/skills/bwai-security-gate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bwai-security-gate", 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 johnku2011/boilerplates-with-ai-skills --skill bwai-security-gate -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install johnku2011/boilerplates-with-ai-skills bwai-security-gate --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/johnku2011/boilerplates-with-ai-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/shared/workflows/bwai-delivery/skills/bwai-security-gate .opencode/skills/bwai-security-gate && 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 "bwai-security-gate" agent skill from https://github.com/johnku2011/boilerplates-with-ai-skills/tree/main/shared/workflows/bwai-delivery/skills/bwai-security-gate into .opencode/skills/bwai-security-gate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bwai-security-gate", 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
bwai-security-gate- GitHub stars
- 240
- Token cost
- ~217 tokens
- SKILL.md length
- 85 words
- Files
- 1
- Skills in repo
- 18
- Repo updated
- First seen
- Licence
- MIT
At a glance
Run the SkillSpector safety gate on this project's installed skills before merge or release.
- SKILL.md covers Command, Pass criteria and On failure
- Calls uv; reaches github.com
What it does
Bwai Security Gate is an agent skill from johnku2011/boilerplates-with-ai-skills. Run the SkillSpector safety gate on this project's installed skills before merge or release.
Its SKILL.md is about 220 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The licence is MIT.
Example prompts
- “/bwai-security-gate”
What it can do on your machine
Read from SKILL.md and the folder at commit 475dc6a. 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
Shell commands in SKILL.md call:
uv
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
github.com
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
Bwai Security Gate loads about 217 tokens when it runs. Until then it costs about 28 tokens; SKILL.md has 85 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 johnku2011/boilerplates-with-ai-skills at commit 475dc6a, republished under its MIT licence (© johnku2011). 85 words, ~217 tokens.
Download SKILL.mdSave it as
.claude/skills/bwai-security-gate/SKILL.md (or your agent's skills folder).- name
- bwai-security-gate
- description
- Run the SkillSpector safety gate on this project's installed skills before merge or release.
bwai Security Gate
Run the SkillSpector gate on every skill installed in this project.
Command
From the project root:
bwai scan-project . --threshold 50 --require-scannerIf SkillSpector is not installed:
uv tool install git+https://github.com/NVIDIA/skillspector.gitPass criteria
- Exit code 0 — all skills at or below the risk threshold
- Review
safety-reports/(JSON + SARIF when available) skills.lockupdated with scan status per skill
On failure
Do not merge or release until risk scores are understood and remediated, or the user explicitly accepts the risk with documented rationale.
If skills were edited during delivery, re-scan before closing the workflow.
© johnku2011, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in shared/workflows/bwai-delivery/skills/bwai-security-gate of johnku2011/boilerplates-with-ai-skills.
Open the folder on GitHubat commit 475dc6a
Compare with similar skills
Bwai Security Gate 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 |
|---|---|---|---|---|---|---|
| Bwai Security Gate this skilljohnku2011/boilerplates-with-ai-skills | 240 | — | ~217 | Automated safety check: Pass | MIT | |
| Skill Release Gaterohitg00/ai-engineering-from-scratch | 66k | — | ~1k | Automated safety check: Pass | MIT | |
| Gate Testsvercel/next.js | 143k | — | ~2.7k | Automated safety check: Pass | MIT | |
| Generating Python Installeraffaan-m/ECC | 275k | 1 repos | ~6.1k | Automated safety check: Pass | MIT | |
| Gateplugin87/ux-ui-agent-skills | 1.5k | — | ~532 | Automated safety check: Pass | MIT | |
| Python Type Safetywshobson/agents | 40k | — | ~1.4k | Automated safety check: Pass | MIT |
Similar skills
- Official
Gate Tests
vercel/next.js
How to use the @gate / @force-gate test directives instead of it.skip or fake-green skip patterns.
Generating Python Installer
affaan-m/ECC
Commercial-grade Python installer expert for Windows: Nuitka extreme compilation, dist slimming, DLL footprint analysis, and Inno Setup packaging to ship the smallest, fastest installers.
Gate
plugin87/ux-ui-agent-skills
Run the one-command quality gate and report the real N/N result.
Python Type Safety
wshobson/agents
Python type safety with type hints, generics, protocols, and strict type checking.
Kubeshark Installer
kubeshark/kubeshark
Installs and configures Kubeshark on a Kubernetes cluster, choosing between the quick CLI path and a Helm install with custom values.
More from johnku2011/boilerplates-with-ai-skills
All 18 skills in this repoProject Security
johnku2011/boilerplates-with-ai-skills
A skill your agent uses when reviewing security-sensitive code paths — check auth, secrets, input validation, dependency risk, and data exposure before shipping.
Code Review
johnku2011/boilerplates-with-ai-skills
A skill your agent uses when reviewing a diff or pull request — check correctness, tests, readability, security, and server/client boundaries before approving.
Python API Design
johnku2011/boilerplates-with-ai-skills
A skill your agent uses when adding or changing FastAPI routes, dependencies, or tests in this Python service — keep endpoints typed, validated, and covered by pytest.
Bwai Advisor
johnku2011/boilerplates-with-ai-skills
Use before scaffolding a bwai project — runs the full startup-goal workflow then recommends the right boilerplate and outputs the exact bwai new command to run.
Deploy Vercel
johnku2011/boilerplates-with-ai-skills
A skill your agent uses when deploying or configuring this project on Vercel — env vars, build settings, serverless limits, and production checks for Next.js or Express.
Express API Design
johnku2011/boilerplates-with-ai-skills
A skill your agent uses when adding or changing routes, middleware, or error handling in this Express.js API, to keep endpoints consistent, validated, and testable.
Questions about Bwai Security Gate
What does Bwai Security Gate do?
Run the SkillSpector safety gate on this project's installed skills before merge or release. Bwai Security Gate is an agent skill from johnku2011/boilerplates-with-ai-skills. Run the SkillSpector safety gate on this project's installed skills before merge or release.
How do I install Bwai Security Gate in Claude Code?
Run `npx skills add johnku2011/boilerplates-with-ai-skills --skill bwai-security-gate -a claude-code`. Or copy the skill folder (shared/workflows/bwai-delivery/skills/bwai-security-gate in johnku2011/boilerplates-with-ai-skills) into .claude/skills/bwai-security-gate in your project. Claude Code loads it when a task matches its description.
How do I install Bwai Security Gate in Codex?
Run `npx skills add johnku2011/boilerplates-with-ai-skills --skill bwai-security-gate -a codex`. Or copy the skill folder (shared/workflows/bwai-delivery/skills/bwai-security-gate in johnku2011/boilerplates-with-ai-skills) into .agents/skills/bwai-security-gate in your project. Codex loads it when a task matches its description.
Can I use Bwai Security Gate 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 johnku2011/boilerplates-with-ai-skills --skill bwai-security-gate -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/bwai-security-gate, .gemini/skills/bwai-security-gate, .github/skills/bwai-security-gate and .opencode/skills/bwai-security-gate in your project.
What does Bwai Security Gate need to run?
Going by SKILL.md and its folder, Bwai Security Gate needs the command-line tools its instructions call (uv).
Does Bwai Security Gate access the network?
SKILL.md names 1 domain. In commands or code: github.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.
Is Bwai Security Gate 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 Bwai Security Gate use?
Bwai Security Gate 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 Bwai Security Gate use?
About 217 tokens (SKILL.md is roughly 868 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 Bwai Security Gate?
Skills that share tags, products or a category with Bwai Security Gate: Skill Release Gate (rohitg00/ai-engineering-from-scratch, 66k stars), Gate Tests (vercel/next.js, 143k stars), Generating Python Installer (affaan-m/ECC, 275k stars) and Gate (plugin87/ux-ui-agent-skills, 1.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Bwai Security Gate?
johnku2011 (a GitHub user) maintains it in johnku2011/boilerplates-with-ai-skills, which has 240 GitHub stars. The repository holds 18 skills in this directory. The repository was last updated on August 24, 2026.
Source: johnku2011/boilerplates-with-ai-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.