Agent skill

Wjs Looping Feedback

Install Wjs Looping Feedback

skills CLI

$ npx skills add jianshuo/claude-skills --skill wjs-looping-feedback -a claude-code

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

GitHub CLI

$ gh skill install jianshuo/claude-skills wjs-looping-feedback --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/jianshuo/claude-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/wjs-looping-feedback .claude/skills/wjs-looping-feedback && 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/

Paste into Claude Code

Install the "wjs-looping-feedback" agent skill from https://github.com/jianshuo/claude-skills/tree/main/wjs-looping-feedback into .claude/skills/wjs-looping-feedback/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wjs-looping-feedback", 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

$skill-installer install https://github.com/jianshuo/claude-skills/tree/main/wjs-looping-feedback

Type 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.

skills CLI

$ npx skills add jianshuo/claude-skills --skill wjs-looping-feedback -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install jianshuo/claude-skills wjs-looping-feedback --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/jianshuo/claude-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/wjs-looping-feedback .agents/skills/wjs-looping-feedback && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "wjs-looping-feedback" agent skill from https://github.com/jianshuo/claude-skills/tree/main/wjs-looping-feedback into .agents/skills/wjs-looping-feedback/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wjs-looping-feedback", 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.

skills CLI

$ npx skills add jianshuo/claude-skills --skill wjs-looping-feedback -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install jianshuo/claude-skills wjs-looping-feedback --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/jianshuo/claude-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/wjs-looping-feedback .cursor/skills/wjs-looping-feedback && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "wjs-looping-feedback" agent skill from https://github.com/jianshuo/claude-skills/tree/main/wjs-looping-feedback into .cursor/skills/wjs-looping-feedback/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wjs-looping-feedback", 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

$ gemini skills install https://github.com/jianshuo/claude-skills.git --path wjs-looping-feedback

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add jianshuo/claude-skills --skill wjs-looping-feedback -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install jianshuo/claude-skills wjs-looping-feedback --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/jianshuo/claude-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/wjs-looping-feedback .gemini/skills/wjs-looping-feedback && rm -rf skills-src

Use ~/.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/

Paste into Gemini CLI

Install the "wjs-looping-feedback" agent skill from https://github.com/jianshuo/claude-skills/tree/main/wjs-looping-feedback into .gemini/skills/wjs-looping-feedback/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wjs-looping-feedback", 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.

GitHub CLI

$ gh skill install jianshuo/claude-skills wjs-looping-feedback

Installs 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).

skills CLI

$ npx skills add jianshuo/claude-skills --skill wjs-looping-feedback -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/jianshuo/claude-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/wjs-looping-feedback .github/skills/wjs-looping-feedback && rm -rf skills-src

Use ~/.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/

Paste into GitHub Copilot

Install the "wjs-looping-feedback" agent skill from https://github.com/jianshuo/claude-skills/tree/main/wjs-looping-feedback into .github/skills/wjs-looping-feedback/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wjs-looping-feedback", 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.

skills CLI

$ npx skills add jianshuo/claude-skills --skill wjs-looping-feedback -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install jianshuo/claude-skills wjs-looping-feedback --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/jianshuo/claude-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/wjs-looping-feedback .opencode/skills/wjs-looping-feedback && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "wjs-looping-feedback" agent skill from https://github.com/jianshuo/claude-skills/tree/main/wjs-looping-feedback into .opencode/skills/wjs-looping-feedback/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wjs-looping-feedback", 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: wjs-looping-feedback
GitHub stars: 131
Token cost: ~760 tokens
SKILL.md length: 352 words
Files: 16 (incl. scripts, references, assets)
Skills in repo: 38
Repo updated: Aug 20, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

Works in 4 steps: A floating feedback button (prefills a… → .github/workflows/feedback.yml —… → /_feedback dashboard — every suggestion,… → …
Which GitHub Actions turns into an automatic code change via Claude Code
SKILL.md covers What it installs, How it works, To install and Scope (route 1)
Runs JavaScript scripts from its folder; calls claude; needs ANTHROPIC_API_KEY and GITHUB_TOKEN

What it does

Wjs Looping Feedback is an agent skill from jianshuo/claude-skills. Use when the user wants to add an in-site feedback loop to a website repo — a floating "提个建议" button where allowlisted visitors submit suggestions that become a GitHub Issue, which GitHub Actions turns into an automatic code change via Claude Code, auto-merges and deploys, and records on a /feedback dashboard with one-click revert. Triggers — "给网站加个反馈对话框", "提一句话就自动改网站", "装上反馈闭环", "feedback loop", "/wjs-looping-feedback".

Its SKILL.md is about 760 tokens, which your agent loads only when the skill is triggered. The skill folder holds 19 other files, including scripts, reference files and assets (for example `README.md`, `assets/INSTRUCTIONS.md` and `assets/config.sample.json`).

It sits in DevOps & Cloud, covering CI/CD. It works with GitHub and GitHub Actions. The repository describes itself as: 13 Claude Code skills for video production (transcribe / translate / dub / multicam / subtitles / reframe) + WeChat publishing. Compatible with Claude Code, OpenAI Codex CLI… The licence is MIT.

When your agent uses it

Which GitHub Actions turns into an automatic code change via Claude Code
Auto-merges and deploys
Records on a /feedback dashboard with one-click revert
/wjs-looping-feedback

Example prompts

“给网站加个反馈对话框”
“提一句话就自动改网站”
“装上反馈闭环”
“/wjs-looping-feedback”

Requirements

Node.js
A credential in ANTHROPIC_API_KEY
A credential in GITHUB_TOKEN

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

A floating feedback button (prefills a GitHub Issue — no backend, no keys client-side).
.github/workflows/feedback.yml — allowlist gate → Claude Code Action → auto-commit →
/_feedback dashboard — every suggestion, what Claude did, commit, status, one-click revert.
.feedback/ runtime: feedback-lib.mjs, feedback-finalize.mjs, INSTRUCTIONS.md,

What it can do on your machine

Read from SKILL.md and the folder at commit b2690f5. 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
Ships 1 file in scripts/ (JavaScript), which the agent can run.
Shell commands in SKILL.md call:
- claude
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 these keys or tokens, usually read from environment variables:
- ANTHROPIC_API_KEY
- GITHUB_TOKEN
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Wjs Looping Feedback loads about 760 tokens when it runs, and up to ~2.3k if it reads all its reference files. Until then it costs about 112 tokens; SKILL.md has 352 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~112
When it runs · the whole SKILL.md, loaded when a task matches: ~760
With references · SKILL.md plus every file in references/, read only if the agent opens them: ~2.3k

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); the scripts in this folder are not scanned.

SKILL.md

The full file from jianshuo/claude-skills at commit b2690f5, republished under its MIT licence (© jianshuo). 352 words, ~760 tokens.

Download SKILL.mdSave it as .claude/skills/wjs-looping-feedback/SKILL.md (or your agent's skills folder). This skill also uses 15 other files; get the full folder from GitHub.

name: wjs-looping-feedback
description: Use when the user wants to add an in-site feedback loop to a website repo — a floating "提个建议" button where allowlisted visitors submit suggestions that become a GitHub Issue, which GitHub Actions turns into an automatic code change via Claude Code, auto-merges and deploys, and records on a /_feedback dashboard with one-click revert. Triggers — "给网站加个反馈对话框", "提一句话就自动改网站", "装上反馈闭环", "feedback loop", "/wjs-looping-feedback".

wjs-looping-feedback

Installs a self-driving feedback loop into any website repo. Runs entirely on the repo owner's own GitHub Actions, authenticated with their Pro/Max OAuth token or their own ANTHROPIC_API_KEY — no extra service or backend.

What it installs

A floating feedback button (prefills a GitHub Issue — no backend, no keys client-side).
.github/workflows/feedback.yml — allowlist gate → Claude Code Action → auto-commit → push to main (auto-deploy) → ledger + dashboard update → close issue.
/_feedback dashboard — every suggestion, what Claude did, commit, status, one-click revert.
.feedback/ runtime: feedback-lib.mjs, feedback-finalize.mjs, INSTRUCTIONS.md, feedback-ledger.json, config.json.

How it works

visitor clicks button → fills suggestion → prefilled GitHub Issue (label feedback) → Actions checks the author is in FEEDBACK_ALLOWLIST (else closes the issue) → Claude Code edits the site per .feedback/INSTRUCTIONS.md → workflow commits to main, updates the ledger + dashboard → the deploy ships it → the issue gets a comment with the commit and a link to /_feedback. Revert is the same loop driven by a revert: #N issue.

Deploy triggering — read before you install (common gotcha)

The workflow pushes to main with the built-in GITHUB_TOKEN. Two cases:

External push-deploy host (Cloudflare Pages git-connect, Vercel, Netlify): their webhook fires on every push, so the bot's commit deploys automatically. Nothing to do.
Deploy is itself a GitHub Actions workflow in the SAME repo (e.g. GitHub Pages via Actions): GitHub deliberately does NOT let a GITHUB_TOKEN push trigger another workflow (recursion prevention), so the deploy workflow's on: push will NOT fire — the change lands on main but never goes live. Bridge it by adding a workflow_run trigger to the deploy workflow (see references/install.md step 4.5).

Show full SKILL.md (93 more words)Show less

To install

Read references/install.md and follow it in the target repo. It detects the site type (Hugo / Next.js / Astro / static), copies assets, injects the widget, and asks the user for exactly two things: the allowlist of GitHub usernames and the auth (Pro/Max OAuth token via claude setup-token, or an ANTHROPIC_API_KEY).

Scope (route 1)

Runs in the user's own repo with their own auth. Submitters need a GitHub account; only allowlisted authors trigger work. Not a hosted service — no anonymous submit, no billing, no multi-tenant. (A future GitHub-App packaging would reuse every asset here.)

Files

SKILL.md and 15 other files (scripts, references, assets) in wjs-looping-feedback of jianshuo/claude-skills.

SKILL.md
.gitignore
README.md
assets/INSTRUCTIONS.md
assets/config.sample.json
assets/feedback-finalize.mjs
assets/feedback-ledger.json
assets/feedback-lib.mjs
assets/feedback-widget.html
assets/feedback.yml
package.json
references/install.md
scripts/detect-site.mjs
tests/detect-site.test.mjs
tests/finalize.test.mjs
tests/lib.test.mjs

Open the folder on GitHubat commit b2690f5

Compare with similar skills

Wjs Looping Feedback 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.

Wjs Looping Feedback compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Wjs Looping Feedback this skilljianshuo/claude-skills	131	—	~760	Automated safety check: Pass	MIT	1 mo ago
Nushellccusage/ccusage	19k	—	~938	Automated safety check: Pass	Custom licence	today
Make GitHub Actions Workflowdotnet/efcore	15k	—	~2.1k	Automated safety check: Pass	MIT	today
AI News RadarLearnPrompt/ai-news-radar	1.8k	—	~2.5k	Automated safety check: Notes	MIT	today
Clawsweeperopenclaw/openclaw	392k	—	~3k	Automated safety check: Pass	MIT	today
ONNX Runtime CI Managementmicrosoft/onnxruntime	22k	—	~4.1k	Automated safety check: Pass	MIT	today

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Works with

Questions about Wjs Looping Feedback

What does Wjs Looping Feedback do?

A skill your agent uses when the user wants to add an in-site feedback loop to a website repo — a floating "提个建议" button where allowlisted visitors submit suggestions that become a GitHub Issue…. Wjs Looping Feedback is an agent skill from jianshuo/claude-skills. Use when the user wants to add an in-site feedback loop to a website repo — a floating "提个建议" button where allowlisted visitors submit suggestions that become a GitHub Issue, which GitHub Actions turns into an automatic code change via Claude Code, auto-merges and deploys, and records on a /feedback dashboard with one-click revert.

When should I use Wjs Looping Feedback?

Wjs Looping Feedback fits situations like: which GitHub Actions turns into an automatic code change via Claude Code; auto-merges and deploys; records on a /feedback dashboard with one-click revert; /wjs-looping-feedback.

How do I install Wjs Looping Feedback in Claude Code?

Run `npx skills add jianshuo/claude-skills --skill wjs-looping-feedback -a claude-code`. Or copy the skill folder (wjs-looping-feedback in jianshuo/claude-skills) into .claude/skills/wjs-looping-feedback in your project. Claude Code loads it when a task matches its description.

How do I install Wjs Looping Feedback in Codex?

Run `npx skills add jianshuo/claude-skills --skill wjs-looping-feedback -a codex`. Or copy the skill folder (wjs-looping-feedback in jianshuo/claude-skills) into .agents/skills/wjs-looping-feedback in your project. Codex loads it when a task matches its description.

Can I use Wjs Looping Feedback 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 jianshuo/claude-skills --skill wjs-looping-feedback -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/wjs-looping-feedback, .gemini/skills/wjs-looping-feedback, .github/skills/wjs-looping-feedback and .opencode/skills/wjs-looping-feedback in your project.

What does Wjs Looping Feedback need to run?

Going by SKILL.md and its folder, Wjs Looping Feedback needs JavaScript for the scripts in its folder, the command-line tools its instructions call (claude) and credentials named ANTHROPIC_API_KEY and GITHUB_TOKEN. Our summary lists: Node.js; A credential in ANTHROPIC_API_KEY; A credential in GITHUB_TOKEN.

Does Wjs Looping Feedback 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 Wjs Looping Feedback 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Wjs Looping Feedback use?

Wjs Looping Feedback is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Wjs Looping Feedback use?

About 760 tokens (SKILL.md is roughly 3k 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 1.5k tokens, read only when the agent opens those files.

What are the alternatives to Wjs Looping Feedback?

Skills that share tags, products or a category with Wjs Looping Feedback: Nushell (ccusage/ccusage, 19k stars), Make GitHub Actions Workflow (dotnet/efcore, 15k stars), AI News Radar (LearnPrompt/ai-news-radar, 1.8k stars) and Clawsweeper (openclaw/openclaw, 392k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Wjs Looping Feedback?

jianshuo (a GitHub user) maintains it in jianshuo/claude-skills, which has 131 GitHub stars. The repository holds 38 skills in this directory. The repository was last updated on August 20, 2026.

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

Install Wjs Looping Feedback

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

wjs-looping-feedback

What it installs

How it works

Deploy triggering — read before you install (common gotcha)

To install

Scope (route 1)

Files

Compare with similar skills

Similar skills

More from jianshuo/claude-skills

Related

Questions about Wjs Looping Feedback