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.
npx skills add saidsef/mcp-github-pr-issue-analyser --skill interactive-uigit clone --depth 1 https://github.com/saidsef/mcp-github-pr-issue-analyserWrote 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.
[](https://agentmods.dev/skills/saidsef/mcp-github-pr-issue-analyser/interactive-ui)<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/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.
<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="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00018 | $0.01073 |
| Opus 5.5 | $0.00007 | $0.00429 |
| Sonnet 5.5 | $0.00004 | $0.00215 |
| Haiku 4.5 | $0.00002 | $0.00107 |
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 6d 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.
How it starts
The opening of the file, as written. The whole thing — 110 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
chooseorgithub_pr_issue_analyser_ui, thoughgithub_search_prefab_componentsreturns plain text and works anywhere - No GitHub token, since none of the three tools here 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, where
a user is there to click. The merge step in the pr-management skill asks before
github_merge_pr, which does not prompt on its own, and names any check that is
not passing so the user can merge anyway:
choose(
prompt="Checks on PR #123 are failing (lint, test). Merge into main anyway with a squash commit?",
options=["Merge anyway", "Not yet"],
title="Confirm merge",
)
A click on Merge anyway is the user's answer, so call github_merge_pr on it.
An unattended run has nobody to click, and choose waits for one, so skip it
there and follow the request that started the run.
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.
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.
- 6d ago Changed · +5 lines 2927e28713e0
- 1mo ago Changed c4f47b9703cc
- 1mo ago Changed edc6b378a4d9
- 1mo ago First seen · 105 lines · 18 tokens per session scan A 32c6843a2cbd
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 1,073 once invoked, about $0.0001 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 2026-08-31.
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