Claude Code Agent Development
anthropics/claude-plugins-official
Explains how to write agents for Claude Code plugins: the markdown file with YAML frontmatter, trigger descriptions, model and color settings, and system prompt design.
以 subagent 启动的 UI 挑剔用户评审。Use when the user, AGENTS, or the current task requires “挑剔的用户”.
Install Picky User
$ npx skills add zly2006/zhihu-plus-plus --skill picky-user -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install zly2006/zhihu-plus-plus picky-user --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/zly2006/zhihu-plus-plus.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/picky-user .claude/skills/picky-user && 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 "picky-user" agent skill from https://github.com/zly2006/zhihu-plus-plus/tree/master/.agents/skills/picky-user into .claude/skills/picky-user/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "picky-user", 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/zly2006/zhihu-plus-plus/tree/master/.agents/skills/picky-userType 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 zly2006/zhihu-plus-plus --skill picky-user -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install zly2006/zhihu-plus-plus picky-user --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zly2006/zhihu-plus-plus.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/picky-user .agents/skills/picky-user && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "picky-user" agent skill from https://github.com/zly2006/zhihu-plus-plus/tree/master/.agents/skills/picky-user into .agents/skills/picky-user/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "picky-user", 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 zly2006/zhihu-plus-plus --skill picky-user -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install zly2006/zhihu-plus-plus picky-user --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zly2006/zhihu-plus-plus.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/picky-user .cursor/skills/picky-user && 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 "picky-user" agent skill from https://github.com/zly2006/zhihu-plus-plus/tree/master/.agents/skills/picky-user into .cursor/skills/picky-user/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "picky-user", 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/zly2006/zhihu-plus-plus.git --path .agents/skills/picky-user--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 zly2006/zhihu-plus-plus --skill picky-user -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install zly2006/zhihu-plus-plus picky-user --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zly2006/zhihu-plus-plus.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/picky-user .gemini/skills/picky-user && 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 "picky-user" agent skill from https://github.com/zly2006/zhihu-plus-plus/tree/master/.agents/skills/picky-user into .gemini/skills/picky-user/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "picky-user", 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 zly2006/zhihu-plus-plus picky-userInstalls 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 zly2006/zhihu-plus-plus --skill picky-user -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/zly2006/zhihu-plus-plus.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/picky-user .github/skills/picky-user && 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 "picky-user" agent skill from https://github.com/zly2006/zhihu-plus-plus/tree/master/.agents/skills/picky-user into .github/skills/picky-user/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "picky-user", 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 zly2006/zhihu-plus-plus --skill picky-user -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install zly2006/zhihu-plus-plus picky-user --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zly2006/zhihu-plus-plus.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/picky-user .opencode/skills/picky-user && 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 "picky-user" agent skill from https://github.com/zly2006/zhihu-plus-plus/tree/master/.agents/skills/picky-user into .opencode/skills/picky-user/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "picky-user", 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
picky-user- GitHub stars
- 4.2k
- Token cost
- ~744 tokens
- SKILL.md length
- 113 words
- Files
- 2
- Skills in repo
- 11
- Repo updated
- First seen
- Licence
- CC-BY-NC-4.0
At a glance
以 subagent 启动的 UI 挑剔用户评审。Use when the user, AGENTS, or the current task requires “挑剔的用户”.
- Works in 3 steps: 必须以 subagent 方式启动，推荐… → 主 agent 不能自己模仿“挑剔的用户”并跳过 subagent。 → 这个 skill 的目标不是凑数，而是用两个真实用户视角给出高质量反馈。
- The current task requires 挑剔的用户
- SKILL.md covers 核心约束, 启动前必须读取记忆, 你要扮演的两个用户 and 检查流程, plus 4 more sections
- Calls python3
What it does
Picky User is an agent skill from zly2006/zhihu-plus-plus. 以 subagent 启动的 UI 挑剔用户评审。Use when the user, AGENTS, or the current task requires “挑剔的用户”. 该 skill 会分别扮演新用户与老用户，对界面的 self explain、明确性、直觉性、效率、布局和操作习惯提出高标准意见；默认给出 5-10 条有效建议，必要时结合 ui-test 与截图检查，并把意见记入 .memory/YYYY-MM-DD/picky-user。
Its SKILL.md is about 740 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).
It sits in Agent Workflows, covering Subagents. The repository describes itself as: Zhihu++ | 知乎++: Ad-free, low cost, AI powered zhihu android 3rd-party client. 去广告、占用低、AI大模型的新时代知乎安卓端体验.
When your agent uses it
- The current task requires 挑剔的用户
- Tasks that involve Subagents
Example prompts
- “/picky-user”
Requirements
- Python 3
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- 必须以 subagent 方式启动，推荐 spawn_agent(agent_type="designer")；若任务更偏批判性评审，可用 critic。
- 主 agent 不能自己模仿“挑剔的用户”并跳过 subagent。
- 这个 skill 的目标不是凑数，而是用两个真实用户视角给出高质量反馈。
What it can do on your machine
Read from SKILL.md and the folder at commit 2daa669. 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:
python3
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
Picky User loads about 744 tokens when it runs. Until then it costs about 60 tokens; SKILL.md has 113 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
Its licence (CC-BY-NC-4.0) doesn't allow us to republish the file, so here is its outline and opening line. It has 113 words (~744 tokens).
- name
- picky-user
- license
- CC BY-NC-SA 4.0
Files
SKILL.md and 1 other file in .agents/skills/picky-user of zly2006/zhihu-plus-plus.
- SKILL.md
- agents/openai.yaml
Open the folder on GitHubat commit 2daa669
Compare with similar skills
Picky User 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 |
|---|---|---|---|---|---|---|
| Picky User this skillzly2006/zhihu-plus-plus | 4.2k | — | ~744 | Automated safety check: Pass | CC-BY-NC-4.0 | |
| Claude Code Agent Developmentanthropics/claude-plugins-official | 38k | 8 repos | ~2.8k | Automated safety check: Pass | Apache-2.0 | |
| Subagent Driven DevelopmentAsvarox/allkaraoke | 261 | 38 repos | ~1.2k | Automated safety check: Pass | None | |
| Dispatching Parallel Agentsultralisp/ultralisp | 258 | 41 repos | ~1.5k | Automated safety check: Pass | None | |
| Paseo Advisor Second Opiniongetpaseo/paseo | 20k | 1 repos | ~756 | Automated safety check: Pass | Custom licence | |
| Task Observerrebelytics/one-skill-to-rule-them-all | 3.2k | 1 repos | ~12k | Automated safety check: Pass | CC-BY-4.0 |
Similar skills
- Official
Subagent Driven Development
Asvarox/allkaraoke
A skill your agent uses when executing implementation plans with independent tasks in the current session
Dispatching Parallel Agents
ultralisp/ultralisp
A skill your agent uses when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
Paseo Advisor Second Opinion
getpaseo/paseo
Launches one separate agent through Paseo to give a second opinion on the current task, with a self-contained briefing and no permission to edit files.
Task Observer
rebelytics/one-skill-to-rule-them-all
Monitors task execution for skill improvement opportunities.
O2 Review Loop
openobserve/openobserve
Splits a change into planner, coder and independent reviewer roles: you confirm a spec, a subagent implements it, and a separate reviewer checks each round's local WIP commit.
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Audit, add, migrate, or remove Zhihu++ Android instrument tests under app/src/androidTest.
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Manage screenshots and other visual assets for GitHub pull requests.
Launch On Device
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Build, install, and launch the Zhihu++ Android app on a connected device using ADB.
Release Latex Fork
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Release the LaTeX fork used by Zhihu++. An agent skill from zly2006/zhihu-plus-plus.
Zhihu Parallel PR Workflow
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Coordinate Zhihu++ issue implementation and pull requests when the user explicitly asks for subagents or when multiple independent issues or scopes have real parallel value.
Related
Categories
Questions about Picky User
What does Picky User do?
以 subagent 启动的 UI 挑剔用户评审。Use when the user, AGENTS, or the current task requires “挑剔的用户”. Picky User is an agent skill from zly2006/zhihu-plus-plus. 以 subagent 启动的 UI 挑剔用户评审。Use when the user, AGENTS, or the current task requires “挑剔的用户”.
When should I use Picky User?
Picky User fits situations like: the current task requires 挑剔的用户; tasks that involve Subagents.
How do I install Picky User in Claude Code?
Run `npx skills add zly2006/zhihu-plus-plus --skill picky-user -a claude-code`. Or copy the skill folder (.agents/skills/picky-user in zly2006/zhihu-plus-plus) into .claude/skills/picky-user in your project. Claude Code loads it when a task matches its description.
How do I install Picky User in Codex?
Run `npx skills add zly2006/zhihu-plus-plus --skill picky-user -a codex`. Or copy the skill folder (.agents/skills/picky-user in zly2006/zhihu-plus-plus) into .agents/skills/picky-user in your project. Codex loads it when a task matches its description.
Can I use Picky User 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 zly2006/zhihu-plus-plus --skill picky-user -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/picky-user, .gemini/skills/picky-user, .github/skills/picky-user and .opencode/skills/picky-user in your project.
What does Picky User need to run?
Going by SKILL.md and its folder, Picky User needs the command-line tools its instructions call (python3). Our summary lists: Python 3.
Does Picky User 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 Picky User 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 Picky User use?
Picky User is published under the CC-BY-NC-4.0 licence (declared in SKILL.md).
How many tokens does Picky User use?
About 744 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.
What are the alternatives to Picky User?
Skills that share tags, products or a category with Picky User: Claude Code Agent Development (anthropics/claude-plugins-official, 38k stars), Subagent Driven Development (Asvarox/allkaraoke, 261 stars), Dispatching Parallel Agents (ultralisp/ultralisp, 258 stars) and Paseo Advisor Second Opinion (getpaseo/paseo, 20k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Picky User?
zly2006 (a GitHub user) maintains it in zly2006/zhihu-plus-plus, which has 4,206 GitHub stars. The repository holds 11 skills in this directory. The repository was last updated on October 7, 2026.
Source: zly2006/zhihu-plus-plus on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.