Production Audit
affaan-m/ECC
Local-evidence production readiness audit for shipped apps, pre-launch reviews, post-merge checks, and "what breaks in prod?" questions without sending repo data to an external audit service.
Reviews Agent Skills. An agent skill from mrinalwadhwa/fluent.
Apache-2.0Auto-check passed
Install Review Skills
$ npx skills add mrinalwadhwa/fluent --skill review-skills -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install mrinalwadhwa/fluent review-skills --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-skills .claude/skills/review-skills && 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-skills" agent skill from https://github.com/mrinalwadhwa/fluent/tree/main/skills/review-skills into .claude/skills/review-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-skills", 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-skillsType 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-skills -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install mrinalwadhwa/fluent review-skills --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-skills .agents/skills/review-skills && 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-skills" agent skill from https://github.com/mrinalwadhwa/fluent/tree/main/skills/review-skills into .agents/skills/review-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-skills", 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-skills -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install mrinalwadhwa/fluent review-skills --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-skills .cursor/skills/review-skills && 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-skills" agent skill from https://github.com/mrinalwadhwa/fluent/tree/main/skills/review-skills into .cursor/skills/review-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-skills", 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-skills--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-skills -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install mrinalwadhwa/fluent review-skills --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-skills .gemini/skills/review-skills && 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-skills" agent skill from https://github.com/mrinalwadhwa/fluent/tree/main/skills/review-skills into .gemini/skills/review-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-skills", 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-skillsInstalls 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-skills -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-skills .github/skills/review-skills && 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-skills" agent skill from https://github.com/mrinalwadhwa/fluent/tree/main/skills/review-skills into .github/skills/review-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-skills", 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-skills -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-skills --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-skills .opencode/skills/review-skills && 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-skills" agent skill from https://github.com/mrinalwadhwa/fluent/tree/main/skills/review-skills into .opencode/skills/review-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-skills", 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-skills- GitHub stars
- 111
- Token cost
- ~511 tokens
- SKILL.md length
- 262 words
- Files
- 3 (incl. references)
- Skills in repo
- 5
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Reviews Agent Skills. An agent skill from mrinalwadhwa/fluent.
- Works in 3 steps: Read references/skills.md for… → For each skill under review → For each improvement, decide if it…
- Auditing skills in a codebase
- SKILL.md covers Purpose, Scope and Method
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Review Skills is an agent skill from mrinalwadhwa/fluent. Reviews Agent Skills. Use when auditing skills in a codebase, checking a new or edited SKILL.md, or verifying that a skill follows the Agent Skills spec.
Its SKILL.md is about 510 tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `references/documentation.md` and `references/skills.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
- Auditing skills in a codebase
- Edited SKILL.md
- Verifying that a skill follows the Agent Skills spec
Example prompts
- “Use the review-skills skill to review Agent Skills. An agent skill from mrinalwadhwa/fluent”
- “/review-skills”
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- Read references/skills.md for skill-writing standards and references/documentation.md for writing quality.
- For each skill under review
- For each improvement, decide if it blocks shipping. Missing or invalid frontmatter, broken references, or instructions that contradict the…
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 Skills loads about 511 tokens when it runs, and up to ~527 if it reads all its reference files. Until then it costs about 42 tokens; SKILL.md has 262 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). 262 words, ~511 tokens.
Download SKILL.mdSave it as
.claude/skills/review-skills/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.- name
- review-skills
- description
- Reviews Agent Skills. Use when auditing skills in a codebase, checking a new or edited SKILL.md, or verifying that a skill follows the Agent Skills spec.
Purpose
Decide whether each skill under review is fit to ship. Identify improvements that would make a skill more discoverable, more efficient, or more likely to succeed at its purpose.
Scope
The invoking layer decides which skills to review: the changed skills for a diff-scoped review, or all skills for a full-codebase audit.
For each skill in scope, assess it as a whole: the SKILL.md, its supporting files under references/, scripts/, and assets/, and how the skill is invoked in its codebase. Skills can be invoked by name from a prompt template, through a hook, or by agent auto-activation.
When an agent picks among skills based on their descriptions, an overlap can cause it to pick the wrong one. Compare each in-scope skill's description against sibling skills invoked the same way, including siblings that aren't part of this review.
Method
Read
references/skills.mdfor skill-writing standards andreferences/documentation.mdfor writing quality.For each skill under review:
- Read the SKILL.md and files under
references/,scripts/, andassets/. - Understand how the skill is invoked in its codebase — by name from a prompt template, through a hook, or by agent auto-activation.
- Compare descriptions against siblings invoked the same way.
- Identify improvements using the standards in
references/skills.md(skill-writing) andreferences/documentation.md(writing quality).
- Read the SKILL.md and files under
For each improvement, decide if it blocks shipping. Missing or invalid frontmatter, broken references, or instructions that contradict the invoking layer's specifications (output format, error handling) typically block. Lighter versions — a vague but present description, load triggers that could be sharper, duplication that's aligned rather than conflicting — and style issues typically don't.
© 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 2 other files (references) in skills/review-skills of mrinalwadhwa/fluent.
- SKILL.md
- references/documentation.md
- references/skills.md
Open the folder on GitHubat commit be19732
Compare with similar skills
Review Skills 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 Skills this skillmrinalwadhwa/fluent | 111 | — | ~511 | Automated safety check: Pass | Apache-2.0 | |
| Production Auditaffaan-m/ECC | 277k | 1 repos | ~1.9k | Automated safety check: Pass | MIT | |
| Audited Boundary Checkmohitagw15856/pm-claude-skills | 1.4k | — | ~1.8k | Automated safety check: Pass | MIT | |
| Audit Dependenciespayloadcms/payload | 45k | — | ~2.8k | Automated safety check: Pass | MIT | |
| Aims Auditalirezarezvani/claude-skills | 28k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Soroban Contract Auditsickn33/agentic-awesome-skills | 47k | 1 repos | ~1.4k | Automated safety check: Pass | MIT |
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Audit Dependencies
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Aims Audit
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Soroban Contract Audit
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Questions about Review Skills
What does Review Skills do?
Reviews Agent Skills. An agent skill from mrinalwadhwa/fluent. Review Skills is an agent skill from mrinalwadhwa/fluent. Reviews Agent Skills.
When should I use Review Skills?
Review Skills fits situations like: auditing skills in a codebase; edited SKILL.md; verifying that a skill follows the Agent Skills spec.
How do I install Review Skills in Claude Code?
Run `npx skills add mrinalwadhwa/fluent --skill review-skills -a claude-code`. Or copy the skill folder (skills/review-skills in mrinalwadhwa/fluent) into .claude/skills/review-skills in your project. Claude Code loads it when a task matches its description.
How do I install Review Skills in Codex?
Run `npx skills add mrinalwadhwa/fluent --skill review-skills -a codex`. Or copy the skill folder (skills/review-skills in mrinalwadhwa/fluent) into .agents/skills/review-skills in your project. Codex loads it when a task matches its description.
Can I use Review Skills 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-skills -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-skills, .gemini/skills/review-skills, .github/skills/review-skills and .opencode/skills/review-skills in your project.
What does Review Skills need to run?
SKILL.md names no scripts, command-line tools or credentials: Review Skills is instructions for the agent only.
Does Review Skills 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 Skills 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 Skills use?
Review Skills 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 Skills use?
About 511 tokens (SKILL.md is roughly 2k 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 16 tokens, read only when the agent opens those files.
What are the alternatives to Review Skills?
Skills that share tags, products or a category with Review Skills: Production Audit (affaan-m/ECC, 277k stars), Audited Boundary Check (mohitagw15856/pm-claude-skills, 1.4k stars), Audit Dependencies (payloadcms/payload, 45k stars) and Aims Audit (alirezarezvani/claude-skills, 28k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Review Skills?
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.