lookup-topic

lookup-topic is a skill for Claude Code from Smart-AI-Memory/attune-ai. It costs 46 tokens per session (585 once invoked), scanned A, original, Apache-2.0.

A tool for opening one help topic at increasing levels of detail: a concept overview, step-by-step task guidance, and a full reference.

In plain words
What is it for?
Use it to open a topic, request more detail, reset the lookup, or explore a specific documentation template.
Why use it?
It helps developers move from understanding an unfamiliar subject to applying it without searching through unrelated documentation.

Skill for Claude Code

Written for Claude Code: argument-hint in frontmatter. Also seen: names the AskUserQuestion tool.

Part of the attune-help plugin — 4 skills shipped together

Good fit Use it to open a topic, request more detail, reset the lookup, or explore a specific documentation template.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/smart-ai-memory/attune-ai/lookup-topic
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 Smart-AI-Memory/attune-ai --skill lookup-topic
Clone the repo
git clone --depth 1 https://github.com/Smart-AI-Memory/attune-ai

Made for: Claude Code.

Or install attune-help, the plugin that ships this one along with the rest of its 4 skills.

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 lookup-topic

README.md
[![agentmods](https://agentmods.dev/badge/skills/smart-ai-memory/attune-ai/lookup-topic/github.svg)](https://agentmods.dev/skills/smart-ai-memory/attune-ai/lookup-topic)
Your own site
<a href="https://agentmods.dev/skills/smart-ai-memory/attune-ai/lookup-topic"><img src="https://agentmods.dev/badge/skills/smart-ai-memory/attune-ai/lookup-topic/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 lookup-topic

Your own site · 80×15
<a href="https://agentmods.dev/skills/smart-ai-memory/attune-ai/lookup-topic"><img src="https://agentmods.dev/badge/skills/smart-ai-memory/attune-ai/lookup-topic.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 46 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 585 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. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
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 $0.00046 $0.00585
Opus 5 $0.00023 $0.00293
Sonnet 5 $0.00009 $0.00117
Haiku 4.5 $0.00005 $0.00059

Measured 6d ago against content hash 11b7bf58c694, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

lookup-topic 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.

plugins/attune-help/skills/lookup-topic/SKILL.md · 73 lines

What it actually says

Lookup Topic

Progressive depth lookup for a single topic. Uses the lookup_topic MCP tool. Each repeat call on the same topic escalates from concept (what is it, when to use) to task (step-by-step) to reference (full detail).

When to use

  • User asks "what is X" or "look up X"
  • User says "tell me more" after a previous lookup — advances depth
  • User says "start over" or "reset X" — resets session then looks up
  • User wants to explore a specific topic without browsing a full list

Scoping

If no topic is provided, use AskUserQuestion:

question: "Which topic do you want to look up?"
header: "lookup-topic"
options:
  - label: "I know the topic slug"
    description: "I'll provide it directly (e.g. progressive-depth, security)"
  - label: "Show me what's available"
    description: "Route to lookup-list first, then pick"

If the user picks the second option, route to lookup-list.

Execution

  1. Call the MCP tool lookup_topic with:
    • topic — the slug from the user
    • template_dir.help/templates if the project has one, otherwise omit (uses bundled templates)
    • user_id — default mcp-session
  2. If the result's success is false, surface the error and suggest lookup-list to find valid slugs.
  3. Print the rendered field as-is.
  4. Append a hint based on depth_level:
    • 0 (concept): "Say 'tell me more' for step-by-step instructions"
    • 1 (task): "Say 'tell me more' for the full reference"
    • 2 (reference): "That's the full reference — say 'reset' to start over"

Reset behavior

If the user says "start over" or "reset":

  1. Call lookup_reset with the same user_id
  2. Then call lookup_topic with the topic — will return concept again

Output Format

## <topic>

<rendered content from the MCP tool>

*(concept view — say 'tell me more' for next depth level)*

**Tags:** help-system, ux

Keep it minimal. The rendered content usually includes its own heading and structure.

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. 6d ago First seen · 73 lines · 46 tokens per session scan A 11b7bf58c694

Subscribe to this mod's changes

lookup-topic is a skill published in the GitHub repository Smart-AI-Memory/attune-ai (10 stars, last pushed today), licensed Apache-2.0. It adds 46 tokens to every session and 585 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.

Related

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