interactive-ui

interactive-ui is a skill for Claude Code, Codex from saidsef/mcp-github-pr-issue-analyser. It costs 18 tokens per session (958 once invoked), scanned A, original, Apache-2.0.

A skill for asking users to choose from buttons or for displaying GitHub data in an interactive panel. It requires a client that supports MCP user interfaces.

In plain words
What is it for?
Use it for confirmations, option selection, and GitHub pull-request or issue analysis panels.
Why use it?
It helps agents collect a clear choice or present structured information without relying only on a long text response.

Skill for Claude CodeCodex

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.

agentmods
npx agentmods add skills/saidsef/mcp-github-pr-issue-analyser/interactive-ui
Any agent
npx skills add saidsef/mcp-github-pr-issue-analyser --skill interactive-ui
Clone the repo
git clone --depth 1 https://github.com/saidsef/mcp-github-pr-issue-analyser

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 interactive-ui

README.md
[![agentmods](https://agentmods.dev/badge/skills/saidsef/mcp-github-pr-issue-analyser/interactive-ui.svg)](https://agentmods.dev/skills/saidsef/mcp-github-pr-issue-analyser/interactive-ui)
Your own site
<a href="https://agentmods.dev/skills/saidsef/mcp-github-pr-issue-analyser/interactive-ui"><img src="https://agentmods.dev/badge/skills/saidsef/mcp-github-pr-issue-analyser/interactive-ui.svg" alt="Measured on agentmods" height="20"></a>
Per session 18 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 958 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00018 $0.00958
Opus 5 $0.00009 $0.00479
Sonnet 5 $0.00004 $0.00192
Haiku 4.5 $0.00002 $0.00096

Measured 4d ago against content hash 32c6843a2cbd, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

interactive-ui 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 4d 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.

src/mcp_github/skills/interactive-ui/SKILL.md · 105 lines

How it starts

The opening of the file, as written. The whole thing — 105 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Interactive UI

Two ways to put something in front of the user: a set of buttons to choose from, or a rendered panel built from Prefab components.

Prerequisites

  • A client that renders MCP UI. Text-only clients will not show these
  • No GitHub token, since neither tool calls GitHub

Choosing Between Them

choose when the answer is one of a few known options and you need the user to pick. github_pr_issue_analyser_ui when you have data worth showing as something other than a wall of text.

Neither replaces a plain answer. A single fact belongs in the reply.

choose

Parameter Type Default Description
prompt str - The question put to the user
options list[str] - The options to show as buttons
title str | None None Heading for the card, falls back to the provider default

The user clicks one option and the selection comes back into the conversation as a message. Nothing is returned to you directly, so treat the click as the user's next turn and carry on from it.

This is the right way to get confirmation before anything irreversible. The merge step in the pr-management skill requires an explicit yes from the user, and merge_pr does not prompt on its own, so ask here first:

choose(
  prompt="Merge PR #123 into main with a squash commit?",
  options=["Merge it", "Not yet"],
  title="Confirm merge",
)

It also suits picking a target when a search returned several, such as which of four open PRs to review, or which release version to tag.

Keep the options short enough to read on a button and make them distinct. Do not offer an option you are not prepared to act on.

github_pr_issue_analyser_ui

Parameter Type Default Description
code str - Prefab Python source to execute
data str | dict | None None Initial data, as a dict or a JSON string

The code runs in a Pyodide WASM sandbox and renders as a streaming UI. Import everything you use, and make PrefabApp the outermost context manager so the panel renders progressively as the code is written:

Read the full file on GitHub · 105 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. 4d ago First seen · 105 lines · 18 tokens per session scan A 32c6843a2cbd

Subscribe to this mod's changes

interactive-ui is a skill published in the GitHub repository saidsef/mcp-github-pr-issue-analyser (6 stars, last pushed 2d ago), licensed Apache-2.0. It adds 18 tokens to every session and 958 once invoked, about $0.0001 per session on Opus 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 2026-08-31.

Related

Other skills, from other repositories

atelier

Two-agent post-generation quality gate for vibe-coded applications. Deterministic, gradeable ruleset enforcing UI/UX design-system craft and backend architectural soundness.

anshrajore/atelier-mcp · 34 tokens

mcp-dino

Skill "mcp-dino" from shennawardana23/mcp-dino, covering skill.md — dino-mcp development skills, skill: build & run, quick build (go only, uses existing ui), full build (vite ui + go) and run in dev mode (verbose).

shennawardana23/mcp-dino · 0 tokens

agentcore-investigation

Investigate Bedrock AgentCore runtime sessions via CloudWatch Logs Insights — resolve session/trace IDs, query OTEL spans, filter noise, build timelines. Use when debugging AgentCore agent sessions, tracing tool calls, or analyzing latency.

awslabs/mcp · 52 tokens

amazon aurora dsql

Deprecated compatibility redirect for Aurora DSQL guidance. Use when a request concerns DSQL, Aurora DSQL, distributed SQL, DSQL schemas, migrations, queries, authentication, performance, or application development.

awslabs/mcp · 46 tokens

resolve-pr-comments-stack

Resolve unresolved PR review comments across an entire Graphite (gt) stack of many PRs, bottom-up, in one working directory. Use when asked to "go through this stack and resolve comments", "clean up review comments across the whole stack", or given a list/range of PR numbers that form (or partially form) a gt stack.…

maximhq/bifrost · 99 tokens

split-commit-into-stack

Split one oversized commit or branch into a stack of independently reviewable Graphite (gt) PRs - deciding what genuinely separates, what is atomic and must stay whole, and proving each lower PR builds and passes without the ones above it. Use when asked to "split this PR", "this commit is too big", "break this into a…

maximhq/bifrost · 96 tokens