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 aj-geddes/useful-ai-prompts --skill information-architecturegit clone --depth 1 https://github.com/aj-geddes/useful-ai-promptsWrote 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/aj-geddes/useful-ai-prompts/information-architecture)<a href="https://agentmods.dev/skills/aj-geddes/useful-ai-prompts/information-architecture"><img src="https://agentmods.dev/badge/skills/aj-geddes/useful-ai-prompts/information-architecture/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/aj-geddes/useful-ai-prompts/information-architecture"><img src="https://agentmods.dev/badge/skills/aj-geddes/useful-ai-prompts/information-architecture.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket pass
- Snyk 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 | $0.00031 | $0.00534 |
| Opus 5 | $0.00015 | $0.00267 |
| Sonnet 5 | $0.00006 | $0.00107 |
| Haiku 4.5 | $0.00003 | $0.00053 |
Grade A, and why
information-architecture 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 10d 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 — 101 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Information Architecture
Table of Contents
Overview
Information Architecture creates logical structures that help users find and understand information easily.
When to Use
- Website or app redesign
- Large information spaces (documentation, e-commerce)
- Navigation structure planning
- Taxonomy and categorization
- Search functionality design
- User journey mapping
Quick Start
Minimal working example:
IA Process:
1. Research & Discovery
- Interview users about mental models
- Card sorting sessions (open and closed)
- Analyze current usage patterns
- Competitive analysis
2. Structure Development
- Create organization scheme (hierarchical, faceted, etc.)
- Define categories and relationships
- Build taxonomy
- Plan navigation
3. Wireframing
- Sitemap creation
- Navigation structure
- Page templates
- User flows
4. Validation
- User testing with prototypes
- Tree testing (navigation only)
- Iterate based on feedback
// ... (see reference guides for full implementation)
Reference Guides
Detailed implementations in the references/ directory:
| Guide | Contents |
|---|---|
| Card Sorting & Taxonomy | Card Sorting & Taxonomy |
| Sitemap & Navigation Structure | Sitemap & Navigation Structure |
| Search & Discovery | Search & Discovery |
Best Practices
✅ DO
- Start with user research
- Conduct card sorting studies
- Use user mental models
- Keep hierarchy 3 levels deep max
- Use clear, simple labels
- Enable multiple ways to find content
- Test navigation with users
- Update based on usage data
- Document taxonomy
- Provide search functionality
❌ DON'T
- Impose organizational structure without research
- Use jargon or technical terms
- Make hierarchy too deep
- Bury important content
- Rely only on navigation (provide search)
- Change navigation frequently
- Create ambiguous labels
- Forget about edge cases
- Ignore accessibility
- Assume desktop-only navigation
What ships with it
5 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 10d ago First seen · 101 lines · 31 tokens per session scan A 266bd5299a3b
information-architecture is a skill published in the GitHub repository aj-geddes/useful-ai-prompts (339 stars, last pushed 6mo ago), licensed MIT. It adds 31 tokens to every session and 534 once invoked, about $0.0002 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 2026-09-03.
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