Agentic UI Development
antdigital-ai/agentic-ui
Guides development workflow, design system, scripts, and component inventory for @ant-design/agentic-ui.
Write the AGENTS.md that tells coding agents how to use this design system: where things live, sourced rules, how to check work, what not to do; Claude, Cursor or Copilot pointers on request.
$ npx skills add murphytrueman/design-system-ops --skill agent-instructions -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install murphytrueman/design-system-ops agent-instructions --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/murphytrueman/design-system-ops.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/agent-instructions .claude/skills/agent-instructions && 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 "agent-instructions" agent skill from https://github.com/murphytrueman/design-system-ops/tree/main/skills/agent-instructions into .claude/skills/agent-instructions/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-instructions", 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/murphytrueman/design-system-ops/tree/main/skills/agent-instructionsType 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 murphytrueman/design-system-ops --skill agent-instructions -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install murphytrueman/design-system-ops agent-instructions --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/murphytrueman/design-system-ops.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/agent-instructions .agents/skills/agent-instructions && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "agent-instructions" agent skill from https://github.com/murphytrueman/design-system-ops/tree/main/skills/agent-instructions into .agents/skills/agent-instructions/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-instructions", 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 murphytrueman/design-system-ops --skill agent-instructions -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install murphytrueman/design-system-ops agent-instructions --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/murphytrueman/design-system-ops.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/agent-instructions .cursor/skills/agent-instructions && 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 "agent-instructions" agent skill from https://github.com/murphytrueman/design-system-ops/tree/main/skills/agent-instructions into .cursor/skills/agent-instructions/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-instructions", 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/murphytrueman/design-system-ops.git --path skills/agent-instructions--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 murphytrueman/design-system-ops --skill agent-instructions -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install murphytrueman/design-system-ops agent-instructions --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/murphytrueman/design-system-ops.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/agent-instructions .gemini/skills/agent-instructions && 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 "agent-instructions" agent skill from https://github.com/murphytrueman/design-system-ops/tree/main/skills/agent-instructions into .gemini/skills/agent-instructions/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-instructions", 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 murphytrueman/design-system-ops agent-instructionsInstalls 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 murphytrueman/design-system-ops --skill agent-instructions -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/murphytrueman/design-system-ops.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/agent-instructions .github/skills/agent-instructions && 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 "agent-instructions" agent skill from https://github.com/murphytrueman/design-system-ops/tree/main/skills/agent-instructions into .github/skills/agent-instructions/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-instructions", 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 murphytrueman/design-system-ops --skill agent-instructions -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install murphytrueman/design-system-ops agent-instructions --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/murphytrueman/design-system-ops.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/agent-instructions .opencode/skills/agent-instructions && 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 "agent-instructions" agent skill from https://github.com/murphytrueman/design-system-ops/tree/main/skills/agent-instructions into .opencode/skills/agent-instructions/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-instructions", 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.
agent-instructionsWrite the AGENTS.md that tells coding agents how to use this design system: where things live, sourced rules, how to check work, what not to do; Claude, Cursor or Copilot pointers on request.
Agent Instructions is an agent skill from murphytrueman/design-system-ops. Write the AGENTS.md that tells coding agents how to use this design system: where things live, sourced rules, how to check work, what not to do; Claude, Cursor or Copilot pointers on request. Triggers: AGENTS.md for our system, make it AI-navigable, agent instructions. Inventory: codebase-index.
Its SKILL.md is about 2.3k 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 Agent instruction files and Design systems. The repository describes itself as: Claude Code skills for the work that keeps a design system alive. The licence is MIT.
5 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit f167898. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteGrepGlobBash(cat:*)Bash(find:*)Bash(head:*)Bash(ls:*)From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
npxFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use npx, which can reach the network depending on how they are called.
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.
Agent Instructions loads about 2.3k tokens when it runs. Until then it costs about 79 tokens; SKILL.md has 986 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 murphytrueman/design-system-ops at commit f167898, republished under its MIT licence (© murphytrueman). 986 words, ~2,256 tokens.
.claude/skills/agent-instructions/SKILL.md (or your agent's skills folder).A skill for writing the file coding agents actually read: an AGENTS.md at the repository root that tells an agent where the system's parts live, which rules apply and where each rule comes from, how to check its work, and what not to do. It links to the machine-readable files other skills produce (.ai/index/, .ai/metadata/, decision pages, token files) rather than copying them, so there is one place to keep current.
Confirm that every path in this skill's frontmatter references: exists relative to this SKILL.md. If any is missing, stop: the install is incomplete, usually because a flattening installer (for example npx skills install) dropped the repo-root knowledge-notes/ directory. Tell the user to reinstall by a method in 1-INSTALL.md and run verify-install.sh from the install root. Proceed without the references only if the user explicitly says to, and then say in the output that it was produced without the pack's reference material.
Agents working in a codebase read a small set of conventional files first: AGENTS.md, CLAUDE.md, .cursor/rules/, .github/copilot-instructions.md. Design system knowledge that isn't reachable from one of those is invisible at the moment it matters: the agent picks a component, types a colour, or writes a test from what it can see, and what it can see is props and values, not intent. The design system loses the argument it never got to make.
The fix is not more files in .ai/. It is one short file the agent will read, with pointers to the rest, and rules that are the team's own. Long instruction files get skimmed; unsourced rules get treated as suggestions or, worse, as policy the team never set.
This skill writes instructions; it doesn't build the inventory (codebase-index), the per-component metadata (metadata-schema-generator), the token docs (token-documentation) or the choosing-between pages (component-decision-tree). It links to those when they exist and names them as the next step when they don't. If the system has no components, tokens or docs to point at yet, there is nothing to instruct; say so.
If .ds-ops-config.yml exists, follow the configuration-and-recurring knowledge note (../../knowledge-notes/configuration-and-recurring.md). This skill reads:
system.name, system.framework, system.styling, system.component_paths, system.tokensagent_instructions.path — where to write the file (default AGENTS.md at the repo root)agent_instructions.pointers — extra entry points to write, each a one-line file that says "read AGENTS.md" (default: none; ask)Look before writing. Record the path of each thing found, or that it wasn't found:
AGENTS.md, CLAUDE.md, .cursor/rules/*, .github/copilot-instructions.md, .windsurfrules, a docs/ai/ folder. If any exists, this skill updates it: keep what the files confirm, replace what they contradict, and say what changed. Never write a second file that competes with one the team already maintains..ai/index/ (inventory and graph), .ai/metadata/ (per-component props, a11y contracts), .ai/decision-trees/ or the markdown choosing pages, .ai/tokens/ if token-documentation wrote one.CONTRIBUTING.md; CHANGELOG.md.declaration-strict-value rule, no-restricted-imports, jsx-a11y), lint and test scripts in package.json, CI workflow names. These are the rules that are already true; the file should tell the agent to run them.Every rule in the file carries its source in brackets: a file path, a URL, a decision record id, or team when the user stated it in this session. A rule with no source is not written as a rule. If it's worth keeping, it goes in a final "Proposed, not yet policy" list with a one-line reason, for the team to accept or delete. Agents treat the file as the system's actual policy; an invented rule becomes policy the moment it's written down. See "Every figure and fact needs a source" in the output-discipline note.
Keep it under about 150 lines. Real paths, real names, no placeholders except [confirm: …] where the team hasn't answered, listed at the top. Structure:
# Working with [System name]
Still to confirm: [list of `[confirm: …]`, or "none"]
## What this is
[Two sentences: what the system provides, who owns it, the docs URL.]
## Where things live
- Components: `src/components/` — exported from `src/index.ts`
- Tokens: `tokens/*.tokens.json` (DTCG), consumed as CSS custom properties from `src/styles/tokens.css`
- Component inventory and dependency graph: `.ai/index/` (run `codebase-index` to refresh)
- Per-component props and accessibility contracts: `.ai/metadata/`
- Choosing between components: `docs/choosing/` [or "not written yet"]
- Docs / Storybook: [URL]
## Use these, not those
- Use exported components from the package; don't re-implement or copy source. [CONTRIBUTING.md#local-components]
- Use semantic tokens (`--color-action-primary`, `--space-inset-md`), never raw values and never primitives (`--color-blue-500`). [tokens/README.md]
- When a component or variant doesn't exist: [the contribution route]. Don't build a local one. [CONTRIBUTING.md]
## Rules
[One line each, each with a source. Only what the team has actually written down or stated.]
## Accessibility
[The system's guarantee and standard, with source; where per-component contracts live; what stays the consumer's job.]
## Check your work
- `npm run lint` (ESLint: `no-restricted-imports`, `jsx-a11y`; Stylelint: `declaration-strict-value`)
- `npm test`
- [any design-system-specific check, from package.json]
## Don't
[Three to six concrete don'ts with sources, e.g. no `!important` on token-driven properties, no `jest.mock` of the design system package.]
## Proposed, not yet policy
[Unsourced rules the team should accept or delete, each with a one-line reason. Delete this section when empty.]Write the content from Step 1's findings. Where a section has nothing to say (no .ai/metadata/, no accessibility policy), write the honest one-liner ("not written yet; run metadata-schema-generator") rather than inventing a contract.
Some tools read their own file first. If agent_instructions.pointers lists them, or the user asks, write each as a pointer, never a copy, so AGENTS.md stays the single source:
CLAUDE.md: "Read AGENTS.md before working with the design system.".cursor/rules/design-system.mdc: frontmatter with alwaysApply: true and the same one line..github/copilot-instructions.md: the same one line.If one of these already exists with its own content, append the pointer; don't replace the file.
.ai/ and docs artefacts the file points at, and which don't exist yet[confirm]package.json, not aspirational ones© murphytrueman, 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/agent-instructions of murphytrueman/design-system-ops.
Open the folder on GitHubat commit f167898
Agent Instructions 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 |
|---|---|---|---|---|---|---|
| Agent Instructions this skillmurphytrueman/design-system-ops | 203 | — | ~2.3k | Automated safety check: Pass | MIT | |
| Agentic UI Developmentantdigital-ai/agentic-ui | 224 | — | ~555 | Automated safety check: Pass | MIT | |
| Drydock Repo Harness SetupYeachan-Heo/oh-my-claudecode | 40k | — | ~5.2k | Automated safety check: Pass | MIT | |
| ReflectNikiforovAll/claude-code-rules | 141 | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | |
| Research Setupbrycewang-stanford/Auto-Empirical-Research-Skills | 4.5k | — | ~1.2k | Automated safety check: Pass | Custom licence | |
| Improve UI Audit and Plansibelick/ui-skills | 9.5k | — | ~2k | Automated safety check: Pass | MIT |
antdigital-ai/agentic-ui
Guides development workflow, design system, scripts, and component inventory for @ant-design/agentic-ui.
Yeachan-Heo/oh-my-claudecode
Sets up a shared repo environment for people and agents: CLAUDE.md, a CONTEXT.md glossary, ADRs, standards and a design-system folder, and audits drift with --check.
NikiforovAll/claude-code-rules
Analyze a Claude Code session for "wrong-turn" moments (corrections, retries, waste, reversals, dead-ends) and produce an interactive HTML dashboard with copy-able recommendations (CLAUDE.md rules…
brycewang-stanford/Auto-Empirical-Research-Skills
Interactive setup wizard that configures a new project for the social-science-research plugin.
ibelick/ui-skills
Audits one product surface against its own design evidence and writes self-contained implementation plans for another agent, without touching product source.
evalstate/fast-agent
A skill your agent uses to generate well-branded interfaces and assets for fast-agent, either for production or throwaway prototypes/mocks/etc.
murphytrueman/design-system-ops
Write a six-section prose description (purpose, props, anti-patterns, composition, accessibility, examples) for a Figma component's description field so LLMs read it via MCP.
murphytrueman/design-system-ops
Write release notes, a migration guide and a team announcement for a design system change that is already decided, scaled to its impact.
murphytrueman/design-system-ops
Generate machine-readable index files in .ai/index/ (component inventory, uses/usedBy graph, stats) for AI agents.
murphytrueman/design-system-ops
Generate tested jscodeshift/postcss codemods for design system migrations: token renames, prop renames or removals, import paths, component swaps.
murphytrueman/design-system-ops
Audit prop APIs across a component library: naming consistency, boolean/default patterns, type coverage, exported types, breaking changes between versions.
murphytrueman/design-system-ops
Write "choosing between" pages (docs/choosing/) that route an intent to the right component via narrowing questions; YAML trees on request.
Categories
Write the AGENTS.md that tells coding agents how to use this design system: where things live, sourced rules, how to check work, what not to do; Claude, Cursor or Copilot pointers on request. Agent Instructions is an agent skill from murphytrueman/design-system-ops.md that tells coding agents how to use this design system: where things live, sourced rules, how to check work, what not to do; Claude, Cursor or Copilot pointers on request.
Agent Instructions fits situations like: tasks that involve Agent instruction files; tasks that involve Design systems.
Run `npx skills add murphytrueman/design-system-ops --skill agent-instructions -a claude-code`. Or copy the skill folder (skills/agent-instructions in murphytrueman/design-system-ops) into .claude/skills/agent-instructions in your project. Claude Code loads it when a task matches its description.
Run `npx skills add murphytrueman/design-system-ops --skill agent-instructions -a codex`. Or copy the skill folder (skills/agent-instructions in murphytrueman/design-system-ops) into .agents/skills/agent-instructions 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 murphytrueman/design-system-ops --skill agent-instructions -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/agent-instructions, .gemini/skills/agent-instructions, .github/skills/agent-instructions and .opencode/skills/agent-instructions in your project.
Going by SKILL.md and its folder, Agent Instructions needs the command-line tools its instructions call (npx). Our summary lists: Node.js. Its frontmatter pre-approves these tools: Read, Write, Grep, Glob, Bash(cat:*), Bash(find:*), Bash(head:*), Bash(ls:*).
SKILL.md contains no URLs. Its commands use npx, which can reach the network depending on how they are called. 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.
Agent Instructions is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.3k tokens (SKILL.md is roughly 9k 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 Agent Instructions: Agentic UI Development (antdigital-ai/agentic-ui, 224 stars), Drydock Repo Harness Setup (Yeachan-Heo/oh-my-claudecode, 40k stars), Reflect (NikiforovAll/claude-code-rules, 141 stars) and Research Setup (brycewang-stanford/Auto-Empirical-Research-Skills, 4.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
murphytrueman (a GitHub user) maintains it in murphytrueman/design-system-ops, which has 203 GitHub stars. The repository holds 36 skills in this directory. The repository was last updated on September 24, 2026.
Source: murphytrueman/design-system-ops on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.