OpenBot: Skill for Claude Code

.claude/skills/openbot-data-access/SKILL.md

openbot-data-access is a skill for Claude Code from CopilotKit/OpenBot. It costs 189 tokens per session (4,603 once invoked), scanned A, original, MIT.

A project-specific rulebook for how the OpenBot browser application communicates with its server. It requires reads and writes to use shared client, query, and mutation files in a defined structure.

In plain words
What is it for?
Use it when adding screens or server data access, creating query keys, adding API reads or writes, or changing code under app/src.
Why use it?
It prevents data requests from being scattered through interface components, making authentication, errors, and request behaviour easier to manage consistently.

Skill for Claude Code

Written for Claude Code: installed under .claude/.

This is CopilotKit/OpenBot's own configuration. It tells Claude Code how to work on OpenBot 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 OpenBot configures →

About the project

OpenBot is a local template for AI coworkers that operate an assigned browser, files, and approved tools, while previewing and recording their actions. Developers clone and customize it to run AG-UI agents as supervised coworkers on their own machines. The catalogue contains two skills for working with the project.

CopilotKit/OpenBot · 10,255 stars · on GitHub · copilotkit.ai

Reuse

Borrowing it

Nothing to install: this file belongs to CopilotKit/OpenBot. 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/CopilotKit/OpenBot/main/.claude/skills/openbot-data-access/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/CopilotKit/OpenBot

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 openbot-data-access

README.md
[![agentmods](https://agentmods.dev/badge/skills/copilotkit/openbot/openbot-data-access/github.svg)](https://agentmods.dev/skills/copilotkit/openbot/openbot-data-access)
Your own site
<a href="https://agentmods.dev/skills/copilotkit/openbot/openbot-data-access"><img src="https://agentmods.dev/badge/skills/copilotkit/openbot/openbot-data-access/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 openbot-data-access

Your own site · 80×15
<a href="https://agentmods.dev/skills/copilotkit/openbot/openbot-data-access"><img src="https://agentmods.dev/badge/skills/copilotkit/openbot/openbot-data-access.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 189 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,603 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. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
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 $0.00189 $0.04603
Opus 5.5 $0.00076 $0.01841
Sonnet 5.5 $0.00038 $0.00921
Haiku 4.5 $0.00019 $0.00460

Measured 2mo ago against content hash 39aac85348d6, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

openbot-data-access 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.

.claude/skills/openbot-data-access/SKILL.md · 293 lines

How it starts

The opening of the file, as written. The whole thing — 293 lines — stays where its author put it; the contents beside it link to each section on GitHub.

OpenBot Data Access

When To Use

This skill applies to any change under app/src that moves data between the browser and the API server. It fires on new screens, new endpoints, new query keys, and on any diff that introduces fetch anywhere but app/src/lib/client.ts.

It does not cover server handlers under server/, zod form schemas (lib/<entity>/form.ts), or page layout. It does cover lib/copilot/: the conversation itself streams over AG-UI, but the tool calls a Bot makes during a turn are ordinary authenticated requests and go through the client like everything else.

The Shape

Every entity the browser knows about owns a directory under app/src/lib/:

app/src/lib/
  client.ts      # the only fetch in the app
  <entity>/
    queries.ts   # read types, key factory, queryOptions factories
    mutations.ts # input type, mutationOptions factories
    form.ts      # zod schema (a different skill's territory)

client.ts owns the transport: credentials, the JSON content type, body serialisation, and turning a failed status into an Error carrying the server's own message. It owns nothing about meaning — the envelope key and the sentence a person reads stay at the call site, because those are facts about one endpoint rather than about requests in general.

client<T>(path, key, options?): Promise<T>    // parsed, and `key` unwrapped
client(path, options?): Promise<Response>     // for a caller that only needed it to work
tryClient(path, options?): Promise<Response>  // never throws; the status is the answer

options is { method?, body?, fallback?, signal? }. body is serialised by the client, which is also what sets the content type — so a caller passes an object, never a string. Passing JSON.stringify(x) sends a JSON string of a JSON string, which no endpoint accepts.

Three kinds of request

Not everything crossing the wire is cached state, and the shape follows from which kind it is.

  1. A cached read is a queryOptions factory in queries.ts. It has a key, and something can invalidate it.
  2. A write somebody asked for is a mutationOptions factory in mutations.ts. It invalidates on success.
  3. Everything else is a plain exported function, living beside the factories for its entity. A verdict about this moment (decideComponent, testAgentConnection), a tool call during a Bot's turn (callPluginTool, the computer control surface), a frame of a screen, a step inside another write (storeMcpToken). These fail closed and return a value rather than throwing, because a refusal is usually the answer. Giving one a cache key would create a key nothing reads and an invalidation nothing triggers.

Read the full file on GitHub · 293 lines

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 · 293 lines · 189 tokens per session scan A 39aac85348d6

Subscribe to this mod's changes

openbot-data-access is a skill published in the GitHub repository CopilotKit/OpenBot (10,255 stars, last pushed today), licensed MIT. It adds 189 tokens to every session and 4,603 once invoked, about $0.0008 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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