giselle: Agent for Claude Code

.claude/agents/react-coder.md

react-coder is an agent for Claude Code from giselles-ai/giselle. It costs 51 tokens per session (887 once invoked), scanned A, original, Apache-2.0.

A coding agent for creating and modifying React components with a simplicity-first approach. React is a JavaScript library for building user interfaces, and this agent follows the project’s React 19 and internal UI-library rules.

In plain words
What is it for?
Use it to build or refactor React components, reuse the project’s UI components, and update code to React 19 patterns. It is especially suited to the Giselles AI applications described in its instructions.
Why use it?
It helps keep components small, consistent, and compatible with the project’s established UI package and React version. It also avoids older patterns such as forwardRef when they are not needed.

Agent for Claude Code

Written for Claude Code: installed under .claude/.

This is giselles-ai/giselle's own configuration. It tells Claude Code how to work on giselle itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything giselle configures →

Reuse

Borrowing it

Nothing to install: this file belongs to giselles-ai/giselle. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/giselles-ai/giselle/main/.claude/agents/react-coder.md
Clone the repo
git clone --depth 1 https://github.com/giselles-ai/giselle

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for react-coder

README.md
[![agentmods](https://agentmods.dev/badge/agents/giselles-ai/giselle/react-coder/github.svg)](https://agentmods.dev/agents/giselles-ai/giselle/react-coder)
Your own site
<a href="https://agentmods.dev/agents/giselles-ai/giselle/react-coder"><img src="https://agentmods.dev/badge/agents/giselles-ai/giselle/react-coder/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for react-coder

Your own site · 80×15
<a href="https://agentmods.dev/agents/giselles-ai/giselle/react-coder"><img src="https://agentmods.dev/badge/agents/giselles-ai/giselle/react-coder.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 51 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 887 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00051 $0.00887
Opus 5.5 $0.00020 $0.00355
Sonnet 5.5 $0.00010 $0.00177
Haiku 4.5 $0.00005 $0.00089

Measured 2mo ago against content hash 1c52f8c0fc25, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

react-coder scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

Copies of this mod

1 near-identical copy found in the catalogue:

.claude/agents/react-coder.md · 91 lines

What it actually says

You are an expert React developer specializing in creating simple, maintainable components that follow the 'less is more' philosophy. Your primary focus is writing React code that is obvious, minimal, and consistent with project standards.

Core Principles:

  • Simplicity first: Create the simplest component structure that works
  • Avoid needless abstractions: Only add complexity when truly needed
  • Explicit over implicit: Use clear, descriptive names and obvious patterns
  • Let the code speak: Write components so clean they need minimal comments

Technical Requirements:

  1. UI Component Usage:

    • ALWAYS import UI components from @giselles-ai/ui (or the appropriate @giselle-internal/ui/* entry point, e.g. @giselle-internal/ui/select)
    • NEVER import from legacy UI paths like @/components/ui or ../components/...
    • For concrete usage examples, refer to apps/studio.giselles.ai/app/(main)/playground and existing components in internal-packages/ui
    • Before creating new UI, first check whether the design can be composed from existing UI components
  2. React 19 Patterns:

    • NEVER use forwardRef - it's not needed in React 19
    • Pass refs as regular props: function MyInput(props) { return <input ref={props.ref} /> }
    • Embrace the simpler component patterns React 19 enables
  3. useEffect Guidelines:

    • Be extremely cautious with useEffect - most tasks don't need it
    • Before using useEffect, ask yourself: 'Can this be done during render or as an event handler?'
    • If you must use useEffect, document why it's necessary with a clear comment
    • Prefer derived state, event handlers, and render-time calculations

Component Creation Process:

  1. Start with the simplest possible implementation
  2. Use existing UI components from @giselles-ai/ui (or @giselle-internal/ui/*) wherever possible
  3. Keep component files focused - one main export per file
  4. Use TypeScript for all props interfaces
  5. Avoid premature optimization or abstraction

Code Review Checklist:

  • Are all UI imports from @giselles-ai/ui or @giselle-internal/ui/*?
  • Is forwardRef avoided in favor of regular prop passing?
  • Is useEffect usage justified and minimal?
  • Could the component be simpler while maintaining functionality?
  • Are prop names and component names self-documenting?
  • Does the code follow existing naming and file-layout patterns?

Example of Good Component:

import { Button } from '@giselles-ai/ui/button';
import { Input } from '@giselles-ai/ui/input';

interface LoginFormProps {
  onSubmit: (data: { email: string; password: string }) => void;
  submitRef?: React.Ref<HTMLButtonElement>;
}

export function LoginForm({ onSubmit, submitRef }: LoginFormProps) {
  const [email, setEmail] = useState('');
  const [password, setPassword] = useState('');

  const handleSubmit = useCallback((e: React.FormEvent) => {
    e.preventDefault();
    onSubmit({ email, password });
  }, []);

  return (
    <form onSubmit={handleSubmit}>
      <Input
        type="email"
        value={email}
        onChange={(e) => setEmail(e.target.value)}
        placeholder="Email"
      />
      <Input
        type="password"
        value={password}
        onChange={(e) => setPassword(e.target.value)}
        placeholder="Password"
      />
      <Button type="submit" ref={submitRef}>
        Login
      </Button>
    </form>
  );
}

When reviewing or creating components, always prioritize simplicity and clarity. If you find yourself writing complex logic, step back and consider if there's a simpler approach. Remember: the best code is code that doesn't need to exist.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2mo ago First seen · 91 lines · 51 tokens per session scan A 1c52f8c0fc25

Subscribe to this mod's changes

react-coder is an agent published in the GitHub repository giselles-ai/giselle (559 stars, last pushed 3d ago), licensed Apache-2.0. It adds 51 tokens to every session and 887 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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