Code Review And Security Audit
hiroshiyui/GuilelessBopomofo
Review code for quality, correctness, and security vulnerabilities.
Audit architecture, dead code, duplication, type confusion, and code smells across a codebase.
Install Architectural Analysis
$ npx skills add pedronauck/skills --skill architectural-analysis -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install pedronauck/skills architectural-analysis --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/pedronauck/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/mine/architectural-analysis .claude/skills/architectural-analysis && 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 "architectural-analysis" agent skill from https://github.com/pedronauck/skills/tree/main/skills/mine/architectural-analysis into .claude/skills/architectural-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "architectural-analysis", 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/pedronauck/skills/tree/main/skills/mine/architectural-analysisType 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 pedronauck/skills --skill architectural-analysis -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install pedronauck/skills architectural-analysis --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pedronauck/skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/mine/architectural-analysis .agents/skills/architectural-analysis && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "architectural-analysis" agent skill from https://github.com/pedronauck/skills/tree/main/skills/mine/architectural-analysis into .agents/skills/architectural-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "architectural-analysis", 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 pedronauck/skills --skill architectural-analysis -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install pedronauck/skills architectural-analysis --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pedronauck/skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/mine/architectural-analysis .cursor/skills/architectural-analysis && 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 "architectural-analysis" agent skill from https://github.com/pedronauck/skills/tree/main/skills/mine/architectural-analysis into .cursor/skills/architectural-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "architectural-analysis", 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/pedronauck/skills.git --path skills/mine/architectural-analysis--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 pedronauck/skills --skill architectural-analysis -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install pedronauck/skills architectural-analysis --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pedronauck/skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/mine/architectural-analysis .gemini/skills/architectural-analysis && 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 "architectural-analysis" agent skill from https://github.com/pedronauck/skills/tree/main/skills/mine/architectural-analysis into .gemini/skills/architectural-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "architectural-analysis", 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 pedronauck/skills architectural-analysisInstalls 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 pedronauck/skills --skill architectural-analysis -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/pedronauck/skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/mine/architectural-analysis .github/skills/architectural-analysis && 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 "architectural-analysis" agent skill from https://github.com/pedronauck/skills/tree/main/skills/mine/architectural-analysis into .github/skills/architectural-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "architectural-analysis", 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 pedronauck/skills --skill architectural-analysis -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install pedronauck/skills architectural-analysis --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pedronauck/skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/mine/architectural-analysis .opencode/skills/architectural-analysis && 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 "architectural-analysis" agent skill from https://github.com/pedronauck/skills/tree/main/skills/mine/architectural-analysis into .opencode/skills/architectural-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "architectural-analysis", 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
architectural-analysis- GitHub stars
- 634
- Used in
- 1 other repo
- Token cost
- ~524 tokens
- SKILL.md length
- 233 words
- Files
- 4 (incl. references, assets)
- Skills in repo
- 65
- Repo updated
- First seen
- Licence
- None found
At a glance
Audit architecture, dead code, duplication, type confusion, and code smells across a codebase.
- Works in 6 steps: Resolve scope from the request/context.… → Prioritize signals: dead exports,… → Trace usage before declaring code dead,… → …
- Tasks that involve Refactoring
- Calls rg
- Tasks that involve Security review
What it does
Architectural Analysis is an agent skill from pedronauck/skills. Audit architecture, dead code, duplication, type confusion, and code smells across a codebase. Excludes formatting, performance profiling, security audits, and feature-level reviews.
Its SKILL.md is about 520 tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including reference files and assets (for example `assets/report-template.md`, `assets/summary-template.md` and `references/detection-catalog.md`).
It sits in Security, covering Refactoring and Security review. The repository describes itself as: My personal favorite skills.
When your agent uses it
- Tasks that involve Refactoring
- Tasks that involve Security review
Example prompts
- “/architectural-analysis”
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Resolve scope from the request/context. Map entry points and relevant dependencies with rg --files, scoped rg searches, and available…
- Prioritize signals: dead exports, duplicated responsibilities, cycles, confused ownership/types, and expensive change patterns. Read the…
- Trace usage before declaring code dead, including dynamic loading, reflection, framework hooks, tests, and published APIs. An unreferenced…
- Confirm each material finding in source. Explain the behavior or maintenance cost, cite paths/lines, state uncertainty, and propose the…
- Match report size to the request. For a broad audit, use assets/report-template.md as an adaptable outline and save…
- Summarize the important findings and evidence. Existing source and summary templates are optional presentation aids, not two required…
What it can do on your machine
Read from SKILL.md and the folder at commit 0422940. 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:
rg
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
Architectural Analysis loads about 524 tokens when it runs, and up to ~1.4k if it reads all its reference files. Until then it costs about 51 tokens; SKILL.md has 233 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 233 words (~524 tokens).
“Audit the requested scope and report concrete design problems. An audit alone is read-only; existing explicit authorization to apply findings can include remediation. Use the project's boundaries and public compatibility policy when judging a design.”
- name
- architectural-analysis
- disable-model-invocation
- true
- metadata.author
- Pedro Nauck
- metadata.github
- https://github.com/pedronauck
- metadata.repository
- https://github.com/pedronauck/skills
Files
SKILL.md and 3 other files (references, assets) in skills/mine/architectural-analysis of pedronauck/skills.
- SKILL.md
- assets/report-template.md
- assets/summary-template.md
- references/detection-catalog.md
Open the folder on GitHubat commit 0422940
Used in 2 other repositories
We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in pedronauck/skills, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Architectural Analysis 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 |
|---|---|---|---|---|---|---|
| Architectural Analysis this skillpedronauck/skills | 634 | 1 repos | ~524 | Automated safety check: Pass | None | |
| Code Review And Security Audithiroshiyui/GuilelessBopomofo | 135 | — | ~1.6k | Automated safety check: Pass | GPL-3.0 | |
| Tool Defs Analysiscyanheads/pubmed-mcp-server | 156 | — | ~4.8k | Automated safety check: Pass | Apache-2.0 | |
| AuditMadAppGang/claude-code | 285 | — | ~3.3k | Automated safety check: Pass | MIT | |
| Native Dependency Updatemono/SkiaSharp | 5.6k | — | ~4.1k | Automated safety check: Pass | MIT | |
| Skillward AuditFangcun-AI/SkillWard | 143 | — | ~2.9k | Automated safety check: Pass | Custom licence |
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Tool Defs Analysis
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Audit
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Native Dependency Update
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Update native dependencies (libpng, libexpat, zlib, libwebp, harfbuzz, freetype, libjpeg-turbo, etc.) in SkiaSharp's Skia fork.
Skillward Audit
Fangcun-AI/SkillWard
Security-audit a third-party skill bundle (folder with SKILL.md, or .zip / .tar.gz archive) before installing it, using the SkillWard cloud scanner.
Security Audit
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Checks a codebase for hardcoded secrets, vulnerable dependencies, weak input handling, weak authentication and unsafe transport settings before deployment or merge.
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Related
Categories
Questions about Architectural Analysis
What does Architectural Analysis do?
Audit architecture, dead code, duplication, type confusion, and code smells across a codebase. Architectural Analysis is an agent skill from pedronauck/skills. Audit architecture, dead code, duplication, type confusion, and code smells across a codebase.
When should I use Architectural Analysis?
Architectural Analysis fits situations like: tasks that involve Refactoring; tasks that involve Security review.
How do I install Architectural Analysis in Claude Code?
Run `npx skills add pedronauck/skills --skill architectural-analysis -a claude-code`. Or copy the skill folder (skills/mine/architectural-analysis in pedronauck/skills) into .claude/skills/architectural-analysis in your project. Claude Code loads it when a task matches its description.
How do I install Architectural Analysis in Codex?
Run `npx skills add pedronauck/skills --skill architectural-analysis -a codex`. Or copy the skill folder (skills/mine/architectural-analysis in pedronauck/skills) into .agents/skills/architectural-analysis in your project. Codex loads it when a task matches its description.
Can I use Architectural Analysis 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 pedronauck/skills --skill architectural-analysis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/architectural-analysis, .gemini/skills/architectural-analysis, .github/skills/architectural-analysis and .opencode/skills/architectural-analysis in your project.
What does Architectural Analysis need to run?
Going by SKILL.md and its folder, Architectural Analysis needs the command-line tools its instructions call (rg).
Does Architectural Analysis 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 Architectural Analysis 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 Architectural Analysis use?
No licence was found for Architectural Analysis or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Architectural Analysis use?
About 524 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. Its references folder adds about 919 tokens, read only when the agent opens those files.
What are the alternatives to Architectural Analysis?
Skills that share tags, products or a category with Architectural Analysis: Code Review And Security Audit (hiroshiyui/GuilelessBopomofo, 135 stars), Tool Defs Analysis (cyanheads/pubmed-mcp-server, 156 stars), Audit (MadAppGang/claude-code, 285 stars) and Native Dependency Update (mono/SkiaSharp, 5.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Architectural Analysis?
pedronauck (a GitHub user) maintains it in pedronauck/skills, which has 634 GitHub stars. The repository holds 65 skills in this directory. The repository was last updated on September 14, 2026.
Source: pedronauck/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.