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aippocampus-ux

aippocampus-ux is a skill for Codex from Sapientropic/AIppocampus. It costs 96 tokens per session (1,215 once invoked), scanned A, original, Apache-2.0.

A set of guidelines for designing and building AIppocampus interfaces used by coding agents and people. It covers agent recall, tools, action and recovery cards, onboarding, demos, and issue triage.

In plain words
What is it for?
Use it when reviewing or implementing AIppocampus user experience, foreground surfaces, hooks, MCP or command-line tools, cards, onboarding, demos, or issue triage.
Why use it?
It helps make agent-facing screens clear, usable, source-backed, and recoverable instead of focused only on visual polish.

Skill for Codex

Written for Codex: agents/openai.yaml present.

not rated 5repo 2mo ago A scan 96 tokens original Apache-2.0

Good fit Use it when reviewing or implementing AIppocampus user experience, foreground surfaces, hooks, MCP or command-line tools, cards, onboarding, demos, or issue triage.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/sapientropic/aippocampus/aippocampus-ux
View source ↗ Sapientropic/AIppocampus aippocampus.com
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.

Any agent
npx skills add Sapientropic/AIppocampus --skill aippocampus-ux
Clone the repo
git clone --depth 1 https://github.com/Sapientropic/AIppocampus

Made for: 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 aippocampus-ux

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/sapientropic/aippocampus/aippocampus-ux"><img src="https://agentmods.dev/badge/skills/sapientropic/aippocampus/aippocampus-ux.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 96 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,215 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.
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 $0.00096 $0.01215
Opus 5.5 $0.00038 $0.00486
Sonnet 5.5 $0.00019 $0.00243
Haiku 4.5 $0.00010 $0.00121

Measured 2mo ago against content hash 16e2f5be09c7, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

aippocampus-ux 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.

skills/aippocampus-ux/SKILL.md · 118 lines

How it starts

The opening of the file, as written. The whole thing — 118 lines — stays where its author put it; the contents beside it link to each section on GitHub.

AIppocampus UX

Overview

Use this skill to make AIppocampus usable by a foreground agent on behalf of a human. The bar is not generic visual polish: AIppocampus UX should be clear like Linear, fast like Raycast, and integrable/recoverable like Stripe while preserving source-backed boundaries.

This is a product/agent-use skill, not a design-director critique. Optimize for the next agent being able to decide, pull the right source route, act, recover, and leave feedback without reading audit-scale internals.

For broad reviews, issue triage, or new foreground contracts, read references/agent-facing-ux-charter.md. For a tiny copy, CLI, or card fix, use the workflow below directly.

Workflow

  1. Reopen the task source.

    Use the current issue, PR, comments, docs, code, or CLI output before judging the surface. If older AIppocampus context may affect the work, use the normal AIppocampus orientation/recall route first. Treat route packets as navigation until source is opened.

  2. Classify the surface.

    Pick one primary class before recommending fields or tests:

    • foreground_agent_action: compact route, action card, hook hint, MCP/CLI result, or recovery card used by an active agent.
    • operator_debug: diagnostics, red lines, policy ledgers, run metadata, or private local detail for maintainers.
    • public_demo: public-safe docs, examples, screenshots, or first-run proof.
    • source_court: deepen/source-open output used for exact, public, stale, sensitive, disputed, or high-risk claims.
    • benchmark_report: evaluation, readiness, or evidence reports.
    • setup_onboarding: install, update, hook, provider, sync, or readiness flows.

  3. Map the agent journey.

    Use the Access / Context / Tools / Orchestration map:

    • Access: can the agent tell whether AIppocampus is installed, current, and callable in this host?
    • Context: does the agent receive a small useful continuity lead, not audit-scale JSON?
    • Tools: are recall, deepen, explain, feedback, setup, and recovery paths discoverable with clear scopes?
    • Orchestration: can a fresh agent complete recall -> deepen/source -> act -> feedback without inventing broad manual search first?

Read the full file on GitHub · 118 lines

Files

What ships with it

2 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.

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 · 118 lines · 96 tokens per session scan A 16e2f5be09c7

Subscribe to this mod's changes

aippocampus-ux is a skill published in the GitHub repository Sapientropic/AIppocampus (5 stars, last pushed 2mo ago), licensed Apache-2.0. It adds 96 tokens to every session and 1,215 once invoked, about $0.0004 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.

Building agentsDesign and UXcertum-et-verissimumsine-mendacioverum
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