Agent skill

Building Chat Interfaces

by aiskillstore in aiskillstore/marketplace

Build AI chat interfaces with custom backends, authentication, and context injection.

No licenceAuto-check passedBackend & APIs

Install Building Chat Interfaces

skills CLI
$ npx skills add aiskillstore/marketplace --skill building-chat-interfaces -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install aiskillstore/marketplace building-chat-interfaces --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/asmayaseen/building-chat-interfaces .claude/skills/building-chat-interfaces && rm -rf skills-src

Use ~/.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/

Facts

Skill name
building-chat-interfaces
GitHub stars
430
Token cost
~2.4k tokens
SKILL.md length
221 words
Files
5 (incl. scripts, references)
Skills in repo
1,044
Repo updated
First seen
Licence
None found

At a glance

Build AI chat interfaces with custom backends, authentication, and context injection.

  • Works in 6 steps: ChatKit Server with Custom Agent → Database Persistence → JWT/JWKS Authentication → …
  • Integrating chat UI with AI agents
  • SKILL.md covers Quick Start, Core Architecture, Backend Patterns and Frontend Patterns, plus 7 more sections
  • Runs Python scripts from its folder; calls uv, npm and python3; reaches cdn.platform.openai.com

What it does

Building Chat Interfaces is an agent skill from aiskillstore/marketplace. Build AI chat interfaces with custom backends, authentication, and context injection. Use when integrating chat UI with AI agents, adding auth to chat, injecting user/page context, or implementing httpOnly cookie proxies. Covers ChatKitServer, useChatKit, and MCP auth patterns. NOT when building simple chatbots without persistence or custom agent integration.

Its SKILL.md is about 2.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including scripts and reference files (for example `references/chatkit-integration-patterns.md`, `references/nextjs-httponly-proxy.md` and `scripts/verify.py`).

It sits in Backend & APIs, covering Authentication, Chatbots and conversational support and MCP servers. It works with Model Context Protocol. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.

When your agent uses it

  • Integrating chat UI with AI agents
  • Adding auth to chat
  • Injecting user/page context
  • Implementing httpOnly cookie proxies

Example prompts

  • “/building-chat-interfaces”

Requirements

  • Python 3
  • Node.js

Workflow steps

6 steps, taken from the step headings in SKILL.md.

  1. ChatKit Server with Custom Agent
  2. Database Persistence
  3. JWT/JWKS Authentication
  4. Custom Fetch Interceptor
  5. Page Context Extraction
  6. Script Loading Detection

What it can do on your machine

Read from SKILL.md and the folder at commit 755bc35. 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

    Ships 1 file in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • uv
    • npm
    • python3

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • cdn.platform.openai.com

    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

Building Chat Interfaces loads about 2.4k tokens when it runs, and up to ~5k if it reads all its reference files. Until then it costs about 97 tokens; SKILL.md has 221 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~97
When it runs · the whole SKILL.md, loaded when a task matches
~2.4k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~5k

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); the scripts in this folder are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 221 words (~2,384 tokens).

“Build production-grade AI chat interfaces with custom backend integration.”

— opening of SKILL.md by aiskillstore
name
building-chat-interfaces

Read the full SKILL.md on GitHub

Files

SKILL.md and 4 other files (scripts, references) in skills/asmayaseen/building-chat-interfaces of aiskillstore/marketplace.

  • SKILL.md
  • references/chatkit-integration-patterns.md
  • references/nextjs-httponly-proxy.md
  • scripts/verify.py
  • skill-report.json

Open the folder on GitHubat commit 755bc35

Compare with similar skills

Building Chat Interfaces 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.

Building Chat Interfaces compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Building Chat Interfaces this skillaiskillstore/marketplace430—~2.4kAutomated safety check: PassNone
MCP API Key AuthenticationYourdaylight/stock_datasource189—~1.2kAutomated safety check: PassMIT
Atlassiansanjay3290/ai-skills431—~1.6kAutomated safety check: PassApache-2.0
Spring Security ConfigurationAmplicode/spring-skills126—~4.3kAutomated safety check: PassNone
API Authcyanheads/pubmed-mcp-server156—~2.7kAutomated safety check: PassApache-2.0
Thegraph Token MCP Skillholon-run/uxc116—~1.2kAutomated safety check: PassMIT

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Categories

Questions about Building Chat Interfaces

What does Building Chat Interfaces do?

Build AI chat interfaces with custom backends, authentication, and context injection. Building Chat Interfaces is an agent skill from aiskillstore/marketplace. Build AI chat interfaces with custom backends, authentication, and context injection.

When should I use Building Chat Interfaces?

Building Chat Interfaces fits situations like: integrating chat UI with AI agents; adding auth to chat; injecting user/page context; implementing httpOnly cookie proxies.

How do I install Building Chat Interfaces in Claude Code?

Run `npx skills add aiskillstore/marketplace --skill building-chat-interfaces -a claude-code`. Or copy the skill folder (skills/asmayaseen/building-chat-interfaces in aiskillstore/marketplace) into .claude/skills/building-chat-interfaces in your project. Claude Code loads it when a task matches its description.

How do I install Building Chat Interfaces in Codex?

Run `npx skills add aiskillstore/marketplace --skill building-chat-interfaces -a codex`. Or copy the skill folder (skills/asmayaseen/building-chat-interfaces in aiskillstore/marketplace) into .agents/skills/building-chat-interfaces in your project. Codex loads it when a task matches its description.

Can I use Building Chat Interfaces 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 aiskillstore/marketplace --skill building-chat-interfaces -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/building-chat-interfaces, .gemini/skills/building-chat-interfaces, .github/skills/building-chat-interfaces and .opencode/skills/building-chat-interfaces in your project.

What does Building Chat Interfaces need to run?

Going by SKILL.md and its folder, Building Chat Interfaces needs Python for the scripts in its folder and the command-line tools its instructions call (uv, npm and python3). Our summary lists: Python 3; Node.js.

Does Building Chat Interfaces access the network?

SKILL.md names 1 domain. In commands or code: cdn.platform.openai.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Building Chat Interfaces 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Building Chat Interfaces use?

No licence was found for Building Chat Interfaces or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Building Chat Interfaces use?

About 2.4k tokens (SKILL.md is roughly 9.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.6k tokens, read only when the agent opens those files.

What are the alternatives to Building Chat Interfaces?

Skills that share tags, products or a category with Building Chat Interfaces: MCP API Key Authentication (Yourdaylight/stock_datasource, 189 stars), Atlassian (sanjay3290/ai-skills, 431 stars), Spring Security Configuration (Amplicode/spring-skills, 126 stars) and API Auth (cyanheads/pubmed-mcp-server, 156 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Building Chat Interfaces?

aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 430 GitHub stars. The repository holds 1,044 skills in this directory. The repository was last updated on October 9, 2026.

Source: aiskillstore/marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.