chatkit-integration

chatkit-integration is a skill for Claude Code, Codex from mjunaidca/mjs-agent-skills. It costs 66 tokens per session (6,422 once invoked), scanned A, original, no licence file.

A setup guide for connecting OpenAI ChatKit to a custom backend. It covers server setup, React components, authentication, passing context, and saving data in a database.

In plain words
What is it for?
Use it when adding ChatKit to an application with a React interface and custom backend.
Why use it?
It helps connect the chat interface, server, user identity, and stored conversation data into one application.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

Good fit Use it when adding ChatKit to an application with a React interface and custom backend.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/mjunaidca/mjs-agent-skills/chatkit-integration
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add mjunaidca/mjs-agent-skills --skill chatkit-integration
Clone the repo
git clone --depth 1 https://github.com/mjunaidca/mjs-agent-skills

Made for: Claude Code, Codex.

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 chatkit-integration

README.md
[![agentmods](https://agentmods.dev/badge/skills/mjunaidca/mjs-agent-skills/chatkit-integration/github.svg)](https://agentmods.dev/skills/mjunaidca/mjs-agent-skills/chatkit-integration)
Your own site
<a href="https://agentmods.dev/skills/mjunaidca/mjs-agent-skills/chatkit-integration"><img src="https://agentmods.dev/badge/skills/mjunaidca/mjs-agent-skills/chatkit-integration/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 chatkit-integration

Your own site · 80×15
<a href="https://agentmods.dev/skills/mjunaidca/mjs-agent-skills/chatkit-integration"><img src="https://agentmods.dev/badge/skills/mjunaidca/mjs-agent-skills/chatkit-integration.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 66 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 6,422 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown 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 $0.00066 $0.06422
Opus 5.5 $0.00026 $0.02569
Sonnet 5.5 $0.00013 $0.01284
Haiku 4.5 $0.00007 $0.00642

Measured 1mo ago against content hash 66b1eaf72277, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

chatkit-integration scanned grade A with 1 finding 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 1mo 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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

return fetch(url, {
docs/taskflow-vault/skills/engineering/chatkit-integration/SKILL.md · 799 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Files

What ships with it

2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 1mo ago First seen · 799 lines · 66 tokens per session scan A 66b1eaf72277

Subscribe to this mod's changes

chatkit-integration is a skill published in the GitHub repository mjunaidca/mjs-agent-skills (27 stars, last pushed 2mo ago), with no licence file. It adds 66 tokens to every session and 6,422 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

Related

Other skills, from other repositories

langbot-dev

Develop, build, and debug the LangBot core backend and web frontend. Use when working inside the LangBot repository — backend (Python/Quart, src/langbot/pkg), the Vite/React web UI, HTTP API controllers/services, Alembic migrations, or the MCP server. Covers the dev environment (uv, pnpm), repo layout, the API auth…

langbot-app/LangBot · 136 tokens

apply-comments

Apply pending @slide-comment markers written by the open-slide inspector tool. Use when the user asks to "apply comments", "process slide comments", "apply the inspector comments", or references markers left inside slides/ /index.tsx.

1weiho/open-slide · 52 tokens

ai-image-creator

Generate, edit-from-reference, or analyze images with AI via OpenRouter (Gemini, GPT Image, Seedream, Qwen, MAI, Grok, FLUX.2, Recraft, Muse, Riverflow; Cloudflare AI Gateway BYOK). Also analyze a video (--analyze-video, read-only — no video generated) into a text description for video prompts. Use when the user asks…

centminmod/my-claude-code-setup · 141 tokens

audit-session-metrics

Audit a session-metrics JSON export for token-usage waste and produce a plain-English findings report. Trigger when the user runs /audit-session-metrics, when session-metrics suggests an audit after an HTML export, or when the user asks to audit / review / find waste in a saved session-metrics JSON. Two modes: "quick"…

centminmod/my-claude-code-setup · 147 tokens

vercel-react-best-practices

React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance…

calesthio/OpenMontage · 67 tokens

session-metrics

Tally Claude Code session token usage and cost estimates from the raw JSONL conversation log. Trigger when the user asks about session cost, token usage, API spend, cache hit rate, input/output tokens, or wants a breakdown of how much a Claude Code session has cost. Also trigger for "how much have we spent", "show me…

centminmod/my-claude-code-setup · 182 tokens