Copilot Code Coach
timothywarner/chatgptclass
Socratic coding tutor powered by GitHub Copilot. An agent skill from timothywarner/chatgptclass.
Review code for quality, correctness, and security vulnerabilities.
$ npx skills add hiroshiyui/GuilelessBopomofo --skill code-review-and-security-audit -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install hiroshiyui/GuilelessBopomofo code-review-and-security-audit --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/hiroshiyui/GuilelessBopomofo.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/code-review-and-security-audit .claude/skills/code-review-and-security-audit && 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 "code-review-and-security-audit" agent skill from https://github.com/hiroshiyui/GuilelessBopomofo/tree/master/.claude/skills/code-review-and-security-audit into .claude/skills/code-review-and-security-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-review-and-security-audit", 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/hiroshiyui/GuilelessBopomofo/tree/master/.claude/skills/code-review-and-security-auditType 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 hiroshiyui/GuilelessBopomofo --skill code-review-and-security-audit -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install hiroshiyui/GuilelessBopomofo code-review-and-security-audit --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hiroshiyui/GuilelessBopomofo.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/code-review-and-security-audit .agents/skills/code-review-and-security-audit && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "code-review-and-security-audit" agent skill from https://github.com/hiroshiyui/GuilelessBopomofo/tree/master/.claude/skills/code-review-and-security-audit into .agents/skills/code-review-and-security-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-review-and-security-audit", 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 hiroshiyui/GuilelessBopomofo --skill code-review-and-security-audit -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install hiroshiyui/GuilelessBopomofo code-review-and-security-audit --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hiroshiyui/GuilelessBopomofo.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/code-review-and-security-audit .cursor/skills/code-review-and-security-audit && 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 "code-review-and-security-audit" agent skill from https://github.com/hiroshiyui/GuilelessBopomofo/tree/master/.claude/skills/code-review-and-security-audit into .cursor/skills/code-review-and-security-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-review-and-security-audit", 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/hiroshiyui/GuilelessBopomofo.git --path .claude/skills/code-review-and-security-audit--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 hiroshiyui/GuilelessBopomofo --skill code-review-and-security-audit -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install hiroshiyui/GuilelessBopomofo code-review-and-security-audit --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hiroshiyui/GuilelessBopomofo.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/code-review-and-security-audit .gemini/skills/code-review-and-security-audit && 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 "code-review-and-security-audit" agent skill from https://github.com/hiroshiyui/GuilelessBopomofo/tree/master/.claude/skills/code-review-and-security-audit into .gemini/skills/code-review-and-security-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-review-and-security-audit", 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 hiroshiyui/GuilelessBopomofo code-review-and-security-auditInstalls 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 hiroshiyui/GuilelessBopomofo --skill code-review-and-security-audit -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/hiroshiyui/GuilelessBopomofo.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/code-review-and-security-audit .github/skills/code-review-and-security-audit && 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 "code-review-and-security-audit" agent skill from https://github.com/hiroshiyui/GuilelessBopomofo/tree/master/.claude/skills/code-review-and-security-audit into .github/skills/code-review-and-security-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-review-and-security-audit", 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 hiroshiyui/GuilelessBopomofo --skill code-review-and-security-audit -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install hiroshiyui/GuilelessBopomofo code-review-and-security-audit --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hiroshiyui/GuilelessBopomofo.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/code-review-and-security-audit .opencode/skills/code-review-and-security-audit && 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 "code-review-and-security-audit" agent skill from https://github.com/hiroshiyui/GuilelessBopomofo/tree/master/.claude/skills/code-review-and-security-audit into .opencode/skills/code-review-and-security-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-review-and-security-audit", 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.
code-review-and-security-auditReview code for quality, correctness, and security vulnerabilities.
Code Review And Security Audit is an agent skill from hiroshiyui/GuilelessBopomofo. Review code for quality, correctness, and security vulnerabilities. Use when the user asks to review code, audit for security issues, or check for bugs and anti-patterns.
Its SKILL.md is about 1.6k 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 Development, covering Code review, Security review and Refactoring. It works with Android. The repository describes itself as: Guileless Bopomofo - A Bopomofo (Zhuyin) software keyboard (aka input method editor) on Android, which is utilizing libchewing for intelligent phonetic processing. 樸實注音鍵盤是… The licence is GPL-3.0.
2 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit e41eac5. 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.
Shell commands in SKILL.md call:
gitFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.
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.
Code Review And Security Audit loads about 1.6k tokens when it runs. Until then it costs about 50 tokens; SKILL.md has 748 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 hiroshiyui/GuilelessBopomofo at commit e41eac5, republished under its GPL-3.0 licence (© hiroshiyui). 748 words, ~1,599 tokens.
.claude/skills/code-review-and-security-audit/SKILL.md (or your agent's skills folder).You are performing code review and security auditing for Guileless Bopomofo.
This skill covers two complementary concerns:
!! unless justified.if/when/try nesting that harms readability; consider early returns or extraction.var or global mutable collections.when/if-else chains that switch on type can often be replaced with polymorphic dispatch.let/apply/also scope functions, destructuring, extension functions, buildList/buildString.lifecycleScope, repeatOnLifecycle, or LifecycleObserver to reduce manual lifecycle bookkeeping.keys/virtual/ vs keys/physical/), suggest a shared base or utility.This project bridges Kotlin and native C/C++ via JNI. Pay special attention to:
FindClass, GetMethodID return values).app/src/main/cpp/libchewing_android_jni.cpp as the primary JNI surface.addJavascriptInterface usage.Runtime.exec() or ProcessBuilder.Report findings using this structure:
Issues that must be fixed — security vulnerabilities, crashes, data loss risks.
Issues that should be fixed — logic bugs, thread safety concerns, code smell.
Suggestions for improvement — style, readability, minor optimizations.
For each finding, include:
Chewing.kt:42)When invoked without arguments, review recently changed files:
git diff --name-only HEAD~5When invoked with a specific scope (file, directory, or component name), focus the review on that area.
For a full audit, systematically review:
app/src/main/cpp/)GuilelessBopomofoService.kt)Chewing.kt, ChewingBridge.kt)KeyboardPanel.kt)AndroidManifest.xml, ProGuard rules)gradle/libs.versions.toml)© hiroshiyui, GPL-3.0. 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 .claude/skills/code-review-and-security-audit of hiroshiyui/GuilelessBopomofo.
Open the folder on GitHubat commit e41eac5
Code Review And Security Audit 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 |
|---|---|---|---|---|---|---|
| Code Review And Security Audit this skillhiroshiyui/GuilelessBopomofo | 135 | — | ~1.6k | Automated safety check: Pass | GPL-3.0 | |
| Copilot Code Coachtimothywarner/chatgptclass | 143 | — | ~1.9k | Automated safety check: Pass | Custom licence | |
| Expert Code ReviewerGulajavaMinistudio/Mayukai-Theme | 139 | — | ~1.4k | Automated safety check: Pass | MIT | |
| Code Review Specialistluongnv89/claude-howto | 42k | — | ~764 | Automated safety check: Pass | MIT | |
| Verdaccio Code Reviewverdaccio/verdaccio | 18k | — | ~853 | Automated safety check: Pass | MIT | |
| Bug Huntercodexstar69/bug-hunter | 519 | — | ~5k | Automated safety check: Pass | MIT |
timothywarner/chatgptclass
Socratic coding tutor powered by GitHub Copilot. An agent skill from timothywarner/chatgptclass.
GulajavaMinistudio/Mayukai-Theme
Language-agnostic workflow for code reviews and security audits against Clean Code/SOLID principles, generating formal refactoring plans.
luongnv89/claude-howto
Reviews code for security, performance, quality and maintainability, using a checklist, a finding template and two metrics scripts.
verdaccio/verdaccio
Reviews a verdaccio diff, branch or PR against the repository's review guide, verifies each finding in the code and reports only actionable issues.
codexstar69/bug-hunter
Precision-first adversarial bug hunting for runtime, logic, data, concurrency, and security defects.
ZaxbyHub/opencode-swarm
Runs an evidence-gated, quote-grounded audit of a codebase for security, QA, accessibility, performance and more, and writes a verified report without changing source files.
hiroshiyui/GuilelessBopomofo
Commit code changes and push via Git. An agent skill from hiroshiyui/GuilelessBopomofo.
hiroshiyui/GuilelessBopomofo
Writing/updating project documentation (README, PRIVACY-POLICY, NOTICES, changelogs) and maintaining F-Droid metadata.
hiroshiyui/GuilelessBopomofo
Release engineering tasks including version bumping, building release APKs, creating git tags, writing changelogs, and preparing F-Droid releases.
Works with
Categories
Review code for quality, correctness, and security vulnerabilities. Code Review And Security Audit is an agent skill from hiroshiyui/GuilelessBopomofo. Review code for quality, correctness, and security vulnerabilities.
Code Review And Security Audit fits situations like: the user asks to review code; audit for security issues; check for bugs and anti-patterns.
Run `npx skills add hiroshiyui/GuilelessBopomofo --skill code-review-and-security-audit -a claude-code`. Or copy the skill folder (.claude/skills/code-review-and-security-audit in hiroshiyui/GuilelessBopomofo) into .claude/skills/code-review-and-security-audit in your project. Claude Code loads it when a task matches its description.
Run `npx skills add hiroshiyui/GuilelessBopomofo --skill code-review-and-security-audit -a codex`. Or copy the skill folder (.claude/skills/code-review-and-security-audit in hiroshiyui/GuilelessBopomofo) into .agents/skills/code-review-and-security-audit 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 hiroshiyui/GuilelessBopomofo --skill code-review-and-security-audit -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/code-review-and-security-audit, .gemini/skills/code-review-and-security-audit, .github/skills/code-review-and-security-audit and .opencode/skills/code-review-and-security-audit in your project.
Going by SKILL.md and its folder, Code Review And Security Audit needs the command-line tools its instructions call (git).
SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. 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.
Code Review And Security Audit is published under the GPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.6k tokens (SKILL.md is roughly 6.4k 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 Code Review And Security Audit: Copilot Code Coach (timothywarner/chatgptclass, 143 stars), Expert Code Reviewer (GulajavaMinistudio/Mayukai-Theme, 139 stars), Code Review Specialist (luongnv89/claude-howto, 42k stars) and Verdaccio Code Review (verdaccio/verdaccio, 18k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
hiroshiyui (a GitHub user) maintains it in hiroshiyui/GuilelessBopomofo, which has 135 GitHub stars. The repository holds 4 skills in this directory. The repository was last updated on September 27, 2026.
Source: hiroshiyui/GuilelessBopomofo on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.