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.
Use the unprimed sub agent as a second set of eyes before accepting visual work — MANDATORY before declaring any user-reported visual bug fixed or claiming a visual change verified; primed eyes pass…
$ npx skills add dzhng/skills --skill screenshot-critique -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install dzhng/skills screenshot-critique --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/dzhng/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/visual/screenshot-critique .claude/skills/screenshot-critique && 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 "screenshot-critique" agent skill from https://github.com/dzhng/skills/tree/main/skills/visual/screenshot-critique into .claude/skills/screenshot-critique/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "screenshot-critique", 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/dzhng/skills/tree/main/skills/visual/screenshot-critiqueType 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 dzhng/skills --skill screenshot-critique -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install dzhng/skills screenshot-critique --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dzhng/skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/visual/screenshot-critique .agents/skills/screenshot-critique && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "screenshot-critique" agent skill from https://github.com/dzhng/skills/tree/main/skills/visual/screenshot-critique into .agents/skills/screenshot-critique/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "screenshot-critique", 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 dzhng/skills --skill screenshot-critique -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install dzhng/skills screenshot-critique --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dzhng/skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/visual/screenshot-critique .cursor/skills/screenshot-critique && 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 "screenshot-critique" agent skill from https://github.com/dzhng/skills/tree/main/skills/visual/screenshot-critique into .cursor/skills/screenshot-critique/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "screenshot-critique", 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/dzhng/skills.git --path skills/visual/screenshot-critique--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 dzhng/skills --skill screenshot-critique -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install dzhng/skills screenshot-critique --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dzhng/skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/visual/screenshot-critique .gemini/skills/screenshot-critique && 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 "screenshot-critique" agent skill from https://github.com/dzhng/skills/tree/main/skills/visual/screenshot-critique into .gemini/skills/screenshot-critique/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "screenshot-critique", 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 dzhng/skills screenshot-critiqueInstalls 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 dzhng/skills --skill screenshot-critique -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/dzhng/skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/visual/screenshot-critique .github/skills/screenshot-critique && 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 "screenshot-critique" agent skill from https://github.com/dzhng/skills/tree/main/skills/visual/screenshot-critique into .github/skills/screenshot-critique/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "screenshot-critique", 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 dzhng/skills --skill screenshot-critique -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install dzhng/skills screenshot-critique --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dzhng/skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/visual/screenshot-critique .opencode/skills/screenshot-critique && 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 "screenshot-critique" agent skill from https://github.com/dzhng/skills/tree/main/skills/visual/screenshot-critique into .opencode/skills/screenshot-critique/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "screenshot-critique", 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.
screenshot-critiqueUse the unprimed sub agent as a second set of eyes before accepting visual work — MANDATORY before declaring any user-reported visual bug fixed or claiming a visual change verified; primed eyes pass…
Screenshot Critique is an agent skill from dzhng/skills. Use the unprimed sub agent as a second set of eyes before accepting visual work — MANDATORY before declaring any user-reported visual bug fixed or claiming a visual change verified; primed eyes pass defects fresh eyes catch.
Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows, covering Subagents. The repository describes itself as: Reusable AI agent skills for software factories: explore ideas, write specs, implement, review, and run autonomous research. Works with Claude Code, Codex, and other… The licence is MIT.
6 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit d513228. It shows what the files ask for, not the result of running them.
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.
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.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Screenshot Critique loads about 1.6k tokens when it runs. Until then it costs about 61 tokens; SKILL.md has 777 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.
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.
The full file from dzhng/skills at commit d513228, republished under its MIT licence (© dzhng). 777 words, ~1,568 tokens.
.claude/skills/screenshot-critique/SKILL.md (or your agent's skills folder).Use an unprimed sub-agent as a second set of eyes before accepting visual work.
This is for visual defects, not pixel metrics; pair it with
compare-screenshots when you also need numbers — including on a single shot
with nothing to compare against, whose scene metrics say whether the frame has
any content in it at all.
fork_context: false; pass only the full
images, the crops, and a short neutral task. Include the approved reference
and user requirements when judging fidelity; withhold history, implementation
details, prior verdicts and the expected answer.Use this shape, replacing the bracketed surface and attaching local images:
Fresh visual critique task. You have no project backstory and should only
inspect the supplied screenshots and crops. First inspect the full screenshot
for context, then inspect each crop at zoomed scale. Look for concrete
visual/layout defects in [surface], especially unit/prop depth ordering,
layering, shadows, selection-marker contrast, ground-plane perspective,
flag/pole attachment, label style/icons, blur, scale, lighting, artifacts,
missing models, terrain feature readability, roads, water, and scan
readability. Do not assume these are correct. Return a concise list of issues
you can see, with confidence and whether the issue is visible in the full image,
the crop, or both.Spawn config:
agent_type: explorerfork_context: falselocal_image items© dzhng, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/visual/screenshot-critique of dzhng/skills.
Open the folder on GitHubat commit d513228
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders. This page covers the copy in dzhng/skills, which our catalogue first saw on October 7, 2026.
Screenshot Critique 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 |
|---|---|---|---|---|---|---|
| Screenshot Critique this skilldzhng/skills | 1k | — | ~1.6k | Automated safety check: Pass | MIT | |
| Claude Code Agent Developmentanthropics/claude-plugins-official | 38k | 7 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 | |
| Reflect on Session Learningscursor/plugins | 11k | 5 repos | ~1.2k | Automated safety check: Pass | None | |
| Paseo Advisor Second Opiniongetpaseo/paseo | 20k | 1 repos | ~756 | Automated safety check: Pass | Custom licence |
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.
Asvarox/allkaraoke
A skill your agent uses when executing implementation plans with independent tasks in the current session
ultralisp/ultralisp
A skill your agent uses when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
cursor/plugins
Starts three parallel reviewer subagents over the current conversation transcript, then turns their findings into concrete edits to existing skills.
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.
rebelytics/one-skill-to-rule-them-all
Monitors task execution for skill improvement opportunities.
dzhng/skills
Compare screenshots against the intended design, distinguishing approved references from historical baselines.
dzhng/skills
Use Claude Code as an independent claude -p subagent when the user explicitly asks for Claude, wants a second-agent opinion from Claude, or asks to delegate a well-scoped task to Claude.
dzhng/skills
Refactor cleanly instead of layering sediment. An agent skill from dzhng/skills.
dzhng/skills
Create or revise agent skills. An agent skill from dzhng/skills.
dzhng/skills
Use the local Codex CLI as an independent second agent. An agent skill from dzhng/skills.
dzhng/skills
Audit or rewrite AGENTS.md so it holds only lasting principles.
Categories
Use the unprimed sub agent as a second set of eyes before accepting visual work — MANDATORY before declaring any user-reported visual bug fixed or claiming a visual change verified; primed eyes pass…. Screenshot Critique is an agent skill from dzhng/skills. Use the unprimed sub agent as a second set of eyes before accepting visual work — MANDATORY before declaring any user-reported visual bug fixed or claiming a visual change verified; primed eyes pass defects fresh eyes catch.
Screenshot Critique fits situations like: tasks that involve Subagents.
Run `npx skills add dzhng/skills --skill screenshot-critique -a claude-code`. Or copy the skill folder (skills/visual/screenshot-critique in dzhng/skills) into .claude/skills/screenshot-critique in your project. Claude Code loads it when a task matches its description.
Run `npx skills add dzhng/skills --skill screenshot-critique -a codex`. Or copy the skill folder (skills/visual/screenshot-critique in dzhng/skills) into .agents/skills/screenshot-critique in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add dzhng/skills --skill screenshot-critique -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/screenshot-critique, .gemini/skills/screenshot-critique, .github/skills/screenshot-critique and .opencode/skills/screenshot-critique in your project.
SKILL.md names no scripts, command-line tools or credentials: Screenshot Critique is instructions for the agent only.
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.
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.
Screenshot Critique is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.6k tokens (SKILL.md is roughly 6.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Screenshot Critique: 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 Reflect on Session Learnings (cursor/plugins, 11k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
dzhng (a GitHub user) maintains it in dzhng/skills, which has 1,022 GitHub stars. The repository holds 27 skills in this directory. The repository was last updated on October 5, 2026.
Source: dzhng/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.