Agent skill

Axhub Prototype Context

by lintendo in lintendo/Axhub-Skills

A skill your agent uses when an annotated prototype URL exposes PRD, directory, annotation, or source context that an AI Agent needs for review, implementation planning, production work, source…

MITAuto-check passedProduct & Project Management

Install Axhub Prototype Context

skills CLI
$ npx skills add lintendo/Axhub-Skills --skill axhub-prototype-context -a claude-code

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

GitHub CLI
$ gh skill install lintendo/Axhub-Skills axhub-prototype-context --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/lintendo/Axhub-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/axhub-prototype-context .claude/skills/axhub-prototype-context && 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
axhub-prototype-context
GitHub stars
127
Token cost
~684 tokens
SKILL.md length
287 words
Files
2 (incl. references)
Skills in repo
13
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when an annotated prototype URL exposes PRD, directory, annotation, or source context that an AI Agent needs for review, implementation planning, production work, source…

  • Works in 5 steps: Open the requested annotated prototype… → Wait until the app renders, then poll… → Evaluate and return that value. Do not… → …
  • An annotated prototype URL exposes PRD
  • SKILL.md covers Workflow, What To Report and Data Shape
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Axhub Prototype Context is an agent skill from lintendo/Axhub-Skills. Use when an annotated prototype URL exposes PRD, directory, annotation, or source context that an AI Agent needs for review, implementation planning, production work, source handoff, or optional review-report submission.

Its SKILL.md is about 680 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/review-report-submission.md`).

It sits in Product & Project Management, covering PRD writing. The licence is MIT.

When your agent uses it

  • An annotated prototype URL exposes PRD
  • Source context that an AI Agent needs for review
  • Implementation planning
  • Production work

Example prompts

  • “/axhub-prototype-context”

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. Open the requested annotated prototype URL with Playwright, Browser, Chrome, or an equivalent tool that can evaluate page JavaScript.
  2. Wait until the app renders, then poll briefly for window.AXHUB_ANNOTATION_SOURCE.
  3. Evaluate and return that value. Do not modify the object or write anything back to window.
  4. If the value is missing, report the URL, page title, relevant console errors, and that the annotated prototype context snapshot was not…
  5. If the user asks to submit a review report back to Axhub Make, read references/review-report-submission.md.

What it can do on your machine

Read from SKILL.md and the folder at commit 1e1c5bc. 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

    No scripts in the folder and no shell commands in SKILL.md (its code samples are javascript and typescript).

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

  • Network

    No URLs in SKILL.md.

    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

Axhub Prototype Context loads about 684 tokens when it runs, and up to ~1.7k if it reads all its reference files. Until then it costs about 61 tokens; SKILL.md has 287 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~61
When it runs · the whole SKILL.md, loaded when a task matches
~684
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.7k

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); files beside SKILL.md are not scanned.

SKILL.md

The full file from lintendo/Axhub-Skills at commit 1e1c5bc, republished under its MIT licence (© lintendo). 287 words, ~684 tokens.

Download SKILL.mdSave it as .claude/skills/axhub-prototype-context/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
axhub-prototype-context
description
Use when an annotated prototype URL exposes PRD, directory, annotation, or source context that an AI Agent needs for review, implementation planning, production work, source handoff, or optional review-report submission.

Annotated Prototype Context

Read the published context from an annotated prototype so an AI Agent can understand its pages, PRD, annotations, and available source before continuing with review or production work. Treat the page as read-only unless the user asks to submit a review report back to Axhub Make.

Workflow

  1. Open the requested annotated prototype URL with Playwright, Browser, Chrome, or an equivalent tool that can evaluate page JavaScript.
  2. Wait until the app renders, then poll briefly for window.__AXHUB_ANNOTATION_SOURCE__.
  3. Evaluate and return that value. Do not modify the object or write anything back to window.
  4. If the value is missing, report the URL, page title, relevant console errors, and that the annotated prototype context snapshot was not published.
  5. If the user asks to submit a review report back to Axhub Make, read references/review-report-submission.md.

Minimal page evaluation:

js
await page.waitForFunction(() => window.__AXHUB_ANNOTATION_SOURCE__, { timeout: 10000 });
const source = await page.evaluate(() => window.__AXHUB_ANNOTATION_SOURCE__);

What To Report

  • Directory / PRD outline from source.directory.
  • Markdown or PRD entries from directory nodes with type: "markdown".
  • Annotation count and the important node fields: id, title, pageId, locator, annotationText, aiPrompt, color, and controls.
  • Source handoff from source.source when present. Report root and manifest; when source is needed, read the manifest and relevant files via root.
  • Mention whether images are attached by checking images.length; do not download images unless the user asks.

Data Shape

ts
type AnnotationSourceRuntimeSnapshot = {
  directory: AnnotationDirectory | null;
  nodes: AnnotationNode[];
  source?: {
    root?: string;
    manifest?: string;
  };
};
  • directory.nodes is the prototype tree. Node types are folder, route, link, and markdown.
  • nodes is the full annotation list, independent of current page, selected state, and color filter.
  • Each annotation node includes id, index, optional title, optional pageId, locator, aiPrompt, annotationText, hasMarkdown, color, images, optional controls, createdAt, and updatedAt.
  • source is only a source-code discovery reference. In HTML published with source included, manifest points to source/manifest.json; resolve its paths relative to source.root.

© lintendo, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file (references) in skills/axhub-prototype-context of lintendo/Axhub-Skills.

  • SKILL.md
  • references/review-report-submission.md

Open the folder on GitHubat commit 1e1c5bc

Compare with similar skills

Axhub Prototype Context 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.

Axhub Prototype Context compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Axhub Prototype Context this skilllintendo/Axhub-Skills127—~684Automated safety check: PassMIT
CCPM Project Managementautomazeio/ccpm8.4k—~1.1kAutomated safety check: PassMIT
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Trellis Brainstormanjiemo/SunnyBeach1787 repos~4kAutomated safety check: PassApache-2.0
Adversarial Speczscole/adversarial-spec5561 repos~8.3kAutomated safety check: NotesMIT
Ralph Tui Create Beads Rustsubsy/ralph-tui2.5k1 repos~2.8kAutomated safety check: PassMIT

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Questions about Axhub Prototype Context

What does Axhub Prototype Context do?

A skill your agent uses when an annotated prototype URL exposes PRD, directory, annotation, or source context that an AI Agent needs for review, implementation planning, production work, source…. Axhub Prototype Context is an agent skill from lintendo/Axhub-Skills. Use when an annotated prototype URL exposes PRD, directory, annotation, or source context that an AI Agent needs for review, implementation planning, production work, source handoff, or optional review-report submission.

When should I use Axhub Prototype Context?

Axhub Prototype Context fits situations like: an annotated prototype URL exposes PRD; source context that an AI Agent needs for review; implementation planning; production work.

How do I install Axhub Prototype Context in Claude Code?

Run `npx skills add lintendo/Axhub-Skills --skill axhub-prototype-context -a claude-code`. Or copy the skill folder (skills/axhub-prototype-context in lintendo/Axhub-Skills) into .claude/skills/axhub-prototype-context in your project. Claude Code loads it when a task matches its description.

How do I install Axhub Prototype Context in Codex?

Run `npx skills add lintendo/Axhub-Skills --skill axhub-prototype-context -a codex`. Or copy the skill folder (skills/axhub-prototype-context in lintendo/Axhub-Skills) into .agents/skills/axhub-prototype-context in your project. Codex loads it when a task matches its description.

Can I use Axhub Prototype Context 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 lintendo/Axhub-Skills --skill axhub-prototype-context -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/axhub-prototype-context, .gemini/skills/axhub-prototype-context, .github/skills/axhub-prototype-context and .opencode/skills/axhub-prototype-context in your project.

What does Axhub Prototype Context need to run?

SKILL.md names no scripts, command-line tools or credentials: Axhub Prototype Context is instructions for the agent only.

Does Axhub Prototype Context access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Axhub Prototype Context 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. Review the folder before installing.

What licence does Axhub Prototype Context use?

Axhub Prototype Context is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Axhub Prototype Context use?

About 684 tokens (SKILL.md is roughly 2.7k 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 1.1k tokens, read only when the agent opens those files.

What are the alternatives to Axhub Prototype Context?

Skills that share tags, products or a category with Axhub Prototype Context: CCPM Project Management (automazeio/ccpm, 8.4k stars), Ralph Tui Create Beads (subsy/ralph-tui, 2.5k stars), Trellis Brainstorm (anjiemo/SunnyBeach, 178 stars) and Adversarial Spec (zscole/adversarial-spec, 556 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Axhub Prototype Context?

lintendo (a GitHub user) maintains it in lintendo/Axhub-Skills, which has 127 GitHub stars. The repository holds 13 skills in this directory. The repository was last updated on August 21, 2026.

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