Structured Data
thedaviddias/Front-End-Checklist
A skill your agent uses when auditing metadata, crawlability, structured data, or indexability related to Add structured data markup.
Reviews the structural quality of code. An agent skill from mrinalwadhwa/fluent.
Apache-2.0Auto-check passed
Install Review Architecture
$ npx skills add mrinalwadhwa/fluent --skill review-architecture -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install mrinalwadhwa/fluent review-architecture --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/mrinalwadhwa/fluent.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/review-architecture .claude/skills/review-architecture && 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 "review-architecture" agent skill from https://github.com/mrinalwadhwa/fluent/tree/main/skills/review-architecture into .claude/skills/review-architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-architecture", 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/mrinalwadhwa/fluent/tree/main/skills/review-architectureType 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 mrinalwadhwa/fluent --skill review-architecture -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install mrinalwadhwa/fluent review-architecture --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mrinalwadhwa/fluent.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/review-architecture .agents/skills/review-architecture && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "review-architecture" agent skill from https://github.com/mrinalwadhwa/fluent/tree/main/skills/review-architecture into .agents/skills/review-architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-architecture", 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 mrinalwadhwa/fluent --skill review-architecture -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install mrinalwadhwa/fluent review-architecture --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mrinalwadhwa/fluent.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/review-architecture .cursor/skills/review-architecture && 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 "review-architecture" agent skill from https://github.com/mrinalwadhwa/fluent/tree/main/skills/review-architecture into .cursor/skills/review-architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-architecture", 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/mrinalwadhwa/fluent.git --path skills/review-architecture--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 mrinalwadhwa/fluent --skill review-architecture -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install mrinalwadhwa/fluent review-architecture --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mrinalwadhwa/fluent.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/review-architecture .gemini/skills/review-architecture && 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 "review-architecture" agent skill from https://github.com/mrinalwadhwa/fluent/tree/main/skills/review-architecture into .gemini/skills/review-architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-architecture", 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 mrinalwadhwa/fluent review-architectureInstalls 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 mrinalwadhwa/fluent --skill review-architecture -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/mrinalwadhwa/fluent.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/review-architecture .github/skills/review-architecture && 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 "review-architecture" agent skill from https://github.com/mrinalwadhwa/fluent/tree/main/skills/review-architecture into .github/skills/review-architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-architecture", 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 mrinalwadhwa/fluent --skill review-architecture -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install mrinalwadhwa/fluent review-architecture --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mrinalwadhwa/fluent.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/review-architecture .opencode/skills/review-architecture && 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 "review-architecture" agent skill from https://github.com/mrinalwadhwa/fluent/tree/main/skills/review-architecture into .opencode/skills/review-architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-architecture", 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
review-architecture- GitHub stars
- 111
- Token cost
- ~394 tokens
- SKILL.md length
- 190 words
- Files
- 4 (incl. references)
- Skills in repo
- 5
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Reviews the structural quality of code. An agent skill from mrinalwadhwa/fluent.
- Works in 5 steps: Read the code under review to understand… → Read references/architecture.md for… → For each in-scope structural choice → …
- Reviewing structural changes in a diff
- SKILL.md covers Purpose, Scope and Method
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Review Architecture is an agent skill from mrinalwadhwa/fluent. Reviews the structural quality of code. Use when reviewing structural changes in a diff, checking a new or edited module boundary, or auditing the architecture of a codebase.
Its SKILL.md is about 390 tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `references/architecture.md`, `references/shell-scripts.md` and `references/terminal-ui.md`).
The repository describes itself as: Fluent is a self-improving software factory. It autonomously turns your team's vision, ideas, bug reports, user feedback, production logs, and agent traces into working software. The licence is Apache-2.0.
When your agent uses it
- Reviewing structural changes in a diff
- Edited module boundary
- Auditing the architecture of a codebase
Example prompts
- “Use the review-architecture skill to review the structural quality of code. An agent skill from mrinalwadhwa/fluent”
- “/review-architecture”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Read the code under review to understand its structure — module boundaries, key abstractions, dependencies.
- Read references/architecture.md for architectural principles. Read any related guides it points to for the code under review.
- For each in-scope structural choice
- Check for anti-patterns from references/architecture.md.
- For each improvement, decide if it blocks shipping. Circular dependencies, god objects, and coupling that will block near-term work…
What it can do on your machine
Read from SKILL.md and the folder at commit be19732. 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.
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
Review Architecture loads about 394 tokens when it runs, and up to ~420 if it reads all its reference files. Until then it costs about 49 tokens; SKILL.md has 190 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 mrinalwadhwa/fluent at commit be19732, republished under its Apache-2.0 licence (© mrinalwadhwa). 190 words, ~394 tokens.
Download SKILL.mdSave it as
.claude/skills/review-architecture/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.- name
- review-architecture
- description
- Reviews the structural quality of code. Use when reviewing structural changes in a diff, checking a new or edited module boundary, or auditing the architecture of a codebase.
Purpose
Decide whether the code's architecture is fit to ship. Identify improvements that would make the codebase simpler, more coherent, and easier to change.
Scope
The invoking layer decides what's in scope. For a diff-scoped review, that's the structural choices in the diff. For a full-codebase audit, that's the codebase's overall structure. Even in a diff-scoped review, evaluate the changes in the context of the entire codebase — a boundary that looks fine in isolation can be wrong in context. Check each choice for structural quality and check the codebase as a whole for coherence.
Method
Read the code under review to understand its structure — module boundaries, key abstractions, dependencies.
Read
references/architecture.mdfor architectural principles. Read any related guides it points to for the code under review.For each in-scope structural choice:
- Evaluate against the principles in
references/architecture.md. - Identify improvements.
- Evaluate against the principles in
Check for anti-patterns from
references/architecture.md.For each improvement, decide if it blocks shipping. Circular dependencies, god objects, and coupling that will block near-term work typically block. Small simplifications, naming preferences, and style choices typically don't.
The invoking layer may add checks in addition to those above.
© mrinalwadhwa, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 3 other files (references) in skills/review-architecture of mrinalwadhwa/fluent.
- SKILL.md
- references/architecture.md
- references/shell-scripts.md
- references/terminal-ui.md
Open the folder on GitHubat commit be19732
Compare with similar skills
Review Architecture 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 |
|---|---|---|---|---|---|---|
| Review Architecture this skillmrinalwadhwa/fluent | 111 | — | ~394 | Automated safety check: Pass | Apache-2.0 | |
| Structured Datathedaviddias/Front-End-Checklist | 74k | — | ~420 | Automated safety check: Pass | MIT | |
| Bio Structural Biology Modern Structure PredictionFreedomIntelligence/OpenClaw-Medical-Skills | 3.1k | 1 repos | ~2.5k | Automated safety check: Pass | None | |
| List Structurethedaviddias/Front-End-Checklist | 74k | — | ~438 | Automated safety check: Pass | MIT | |
| Bio Structural Biology Structure IoGPTomics/bioSkills | 1.2k | 1 repos | ~4k | Automated safety check: Pass | MIT | |
| Bio Structural Biology Structure NavigationGPTomics/bioSkills | 1.2k | 1 repos | ~3.7k | Automated safety check: Pass | MIT |
Similar skills
Bio Structural Biology Modern Structure Prediction
FreedomIntelligence/OpenClaw-Medical-Skills
Predict protein structures using modern ML models including AlphaFold3, ESMFold, Chai-1, and Boltz-1.
List Structure
thedaviddias/Front-End-Checklist
A skill your agent uses when reviewing rendered HTML, interactive components, or design-system patterns related to Use correct list structure.
Bio Structural Biology Structure Io
GPTomics/bioSkills
Reads, writes, downloads, and converts macromolecular structures with Biopython Bio.PDB.
Bio Structural Biology Structure Navigation
GPTomics/bioSkills
Navigate the Bio.PDB SMCRA hierarchy (Structure-Model-Chain-Residue-Atom) safely, surfacing the heterogeneity it hides by default.
Bio Structural Biology Structure Preparation
GPTomics/bioSkills
Prepares a deposited or predicted structure for docking, molecular dynamics, or electrostatics by adding hydrogens, assigning protonation and tautomer states, and filling missing atoms and short…
More from mrinalwadhwa/fluent
Review Documentation
mrinalwadhwa/fluent
Reviews the accuracy and writing quality of documentation. An agent skill from mrinalwadhwa/fluent.
Review Skills
mrinalwadhwa/fluent
Reviews Agent Skills. An agent skill from mrinalwadhwa/fluent.
Review Behaviors
mrinalwadhwa/fluent
Reviews the quality and coherence of behavior statements. An agent skill from mrinalwadhwa/fluent.
Review Tests
mrinalwadhwa/fluent
Reviews test quality and coverage. An agent skill from mrinalwadhwa/fluent.
Questions about Review Architecture
What does Review Architecture do?
Reviews the structural quality of code. An agent skill from mrinalwadhwa/fluent. Review Architecture is an agent skill from mrinalwadhwa/fluent. Reviews the structural quality of code.
When should I use Review Architecture?
Review Architecture fits situations like: reviewing structural changes in a diff; edited module boundary; auditing the architecture of a codebase.
How do I install Review Architecture in Claude Code?
Run `npx skills add mrinalwadhwa/fluent --skill review-architecture -a claude-code`. Or copy the skill folder (skills/review-architecture in mrinalwadhwa/fluent) into .claude/skills/review-architecture in your project. Claude Code loads it when a task matches its description.
How do I install Review Architecture in Codex?
Run `npx skills add mrinalwadhwa/fluent --skill review-architecture -a codex`. Or copy the skill folder (skills/review-architecture in mrinalwadhwa/fluent) into .agents/skills/review-architecture in your project. Codex loads it when a task matches its description.
Can I use Review Architecture 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 mrinalwadhwa/fluent --skill review-architecture -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/review-architecture, .gemini/skills/review-architecture, .github/skills/review-architecture and .opencode/skills/review-architecture in your project.
What does Review Architecture need to run?
SKILL.md names no scripts, command-line tools or credentials: Review Architecture is instructions for the agent only.
Does Review Architecture 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 Review Architecture 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 Review Architecture use?
Review Architecture is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Review Architecture use?
About 394 tokens (SKILL.md is roughly 1.6k 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 26 tokens, read only when the agent opens those files.
What are the alternatives to Review Architecture?
Skills that share tags, products or a category with Review Architecture: Structured Data (thedaviddias/Front-End-Checklist, 74k stars), Bio Structural Biology Modern Structure Prediction (FreedomIntelligence/OpenClaw-Medical-Skills, 3.1k stars), List Structure (thedaviddias/Front-End-Checklist, 74k stars) and Bio Structural Biology Structure Io (GPTomics/bioSkills, 1.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Review Architecture?
mrinalwadhwa (a GitHub user) maintains it in mrinalwadhwa/fluent, which has 111 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on October 11, 2026.
Source: mrinalwadhwa/fluent on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.