Agent skill

Frontend Review Weekly

by mizchi in mizchi/skills

A skill your agent uses for the weekly AI review. An agent skill from mizchi/skills.

No licenceAuto-check passedFrontend & Design

Install Frontend Review Weekly

skills CLI
$ npx skills add mizchi/skills --skill frontend-review-weekly -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install mizchi/skills frontend-review-weekly --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/mizchi/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/frontend-review-weekly .claude/skills/frontend-review-weekly && rm -rf skills-src

Use ~/.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/

Facts

Skill name
frontend-review-weekly
GitHub stars
360
Token cost
~1.4k tokens
SKILL.md length
636 words
Files
2
Skills in repo
69
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses for the weekly AI review. An agent skill from mizchi/skills.

  • Works in 6 steps: raw data collection → 5: architecture review (run when… → perspective review (parallel) → …
  • The weekly AI review
  • SKILL.md covers Procedure, Trend Monitoring, AI / Human Responsibility Split and Boundaries, plus 1 more section
  • Calls gh; reaches jser.info

What it does

Frontend Review Weekly is an agent skill from mizchi/skills. Use for the weekly AI review. Orchestrates all frontend-review- skills in order, dispatches the 5 perspective sub-skills in parallel, diffs against last week's KPIs, and produces a weekly report that feeds the ratchet.

Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `README.md`).

It sits in Frontend & Design, covering OKRs and executive reporting. The repository describes itself as: Agent skills by mizchi, distributed via APM.

When your agent uses it

  • The weekly AI review
  • Tasks that involve OKRs and executive reporting

Example prompts

  • “/frontend-review-weekly”

Workflow steps

6 steps, taken from the step headings in SKILL.md.

  1. raw data collection
  2. 5: architecture review (run when findings are suspected)
  3. perspective review (parallel)
  4. KPI diff and ratchet
  5. repeat-finding detection
  6. report

What it can do on your machine

Read from SKILL.md and the folder at commit 62f5808. 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:

    • gh

    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:

    • jser.info

    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

Frontend Review Weekly loads about 1.4k tokens when it runs. Until then it costs about 61 tokens; SKILL.md has 636 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~61
When it runs · the whole SKILL.md, loaded when a task matches
~1.4k

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 636 words (~1,364 tokens).

“You are running the weekly AI review. Your job is NOT to make new judgments — it's to:”

— opening of SKILL.md by mizchi
name
frontend-review-weekly

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file in frontend-review-weekly of mizchi/skills.

  • SKILL.md
  • README.md

Open the folder on GitHubat commit 62f5808

Compare with similar skills

Frontend Review Weekly 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.

Frontend Review Weekly compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Frontend Review Weekly this skillmizchi/skills360—~1.4kAutomated safety check: PassNone
Flowai Live Dashboard Templatenexu-io/open-design100k—~865Automated safety check: PassApache-2.0
Ads Funnelzubair-trabzada/ai-ads-claude268—~6.6kAutomated safety check: PassMIT
Dating Websanqiufong/slides-from-anything1321 repos~965Automated safety check: PassApache-2.0
Stepinfo 3Dbenchflow-ai/skillsbench1.8k—~757Automated safety check: PassApache-2.0
Product Skillsalirezarezvani/claude-skills28k—~2.6kAutomated safety check: PassMIT

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Questions about Frontend Review Weekly

What does Frontend Review Weekly do?

A skill your agent uses for the weekly AI review. An agent skill from mizchi/skills. Frontend Review Weekly is an agent skill from mizchi/skills. Use for the weekly AI review.

When should I use Frontend Review Weekly?

Frontend Review Weekly fits situations like: the weekly AI review; tasks that involve OKRs and executive reporting.

How do I install Frontend Review Weekly in Claude Code?

Run `npx skills add mizchi/skills --skill frontend-review-weekly -a claude-code`. Or copy the skill folder (frontend-review-weekly in mizchi/skills) into .claude/skills/frontend-review-weekly in your project. Claude Code loads it when a task matches its description.

How do I install Frontend Review Weekly in Codex?

Run `npx skills add mizchi/skills --skill frontend-review-weekly -a codex`. Or copy the skill folder (frontend-review-weekly in mizchi/skills) into .agents/skills/frontend-review-weekly in your project. Codex loads it when a task matches its description.

Can I use Frontend Review Weekly 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 mizchi/skills --skill frontend-review-weekly -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/frontend-review-weekly, .gemini/skills/frontend-review-weekly, .github/skills/frontend-review-weekly and .opencode/skills/frontend-review-weekly in your project.

What does Frontend Review Weekly need to run?

Going by SKILL.md and its folder, Frontend Review Weekly needs the command-line tools its instructions call (gh).

Does Frontend Review Weekly access the network?

SKILL.md names 1 domain. In commands or code: jser.info; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Frontend Review Weekly 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 Frontend Review Weekly use?

No licence was found for Frontend Review Weekly or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Frontend Review Weekly use?

About 1.4k tokens (SKILL.md is roughly 5.5k 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 Frontend Review Weekly?

Skills that share tags, products or a category with Frontend Review Weekly: Flowai Live Dashboard Template (nexu-io/open-design, 100k stars), Ads Funnel (zubair-trabzada/ai-ads-claude, 268 stars), Dating Web (sanqiufong/slides-from-anything, 132 stars) and Stepinfo 3D (benchflow-ai/skillsbench, 1.8k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Frontend Review Weekly?

mizchi (a GitHub user) maintains it in mizchi/skills, which has 360 GitHub stars. The repository holds 69 skills in this directory. The repository was last updated on October 2, 2026.

Source: mizchi/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.