Policy Lookup logo

Policy Lookup

OrganizationPopular
anthropics
policy-lookup

Find and explain company policies in plain language. Trigger with "what's our PTO policy", "can I work remotely from another country", "how do expenses work", or any plain-language question about benefits, travel, leave, or handbook rules.

Overview

Publisheranthropics
Repositoryknowledge-work-plugins
Skill namepolicy-lookup
Stars
25.9K
Forks
3K
Bundled files
Instructions only
LicenseApache-2.0
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by anthropics on GitHub. Read the source before you install it.

Installation

Install the Policy Lookup AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/anthropics/knowledge-work-plugins/tree/main/human-resources/skills/policy-lookup
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/anthropics/knowledge-work-plugins.git /tmp/knowledge-work-plugins
mkdir -p .claude/skills
cp -r /tmp/knowledge-work-plugins/human-resources/skills/policy-lookup .claude/skills/policy-lookup
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Policy Lookup in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Policy Lookup on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Policy Lookup is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

/policy-lookup

If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.

Look up and explain company policies in plain language. Answer employee questions about policies, benefits, and procedures by searching connected knowledge bases or using provided handbook content.

Usage

/policy-lookup $ARGUMENTS

Search for policies matching: $ARGUMENTS

How It Works

┌─────────────────────────────────────────────────────────────────┐
│                    POLICY LOOKUP                                   │
├─────────────────────────────────────────────────────────────────┤
│  STANDALONE (always works)                                       │
│  ✓ Ask any policy question in plain language                    │
│  ✓ Paste your employee handbook and I'll search it              │
│  ✓ Get clear, jargon-free answers                               │
├─────────────────────────────────────────────────────────────────┤
│  SUPERCHARGED (when you connect your tools)                      │
│  + Knowledge base: Search handbook and policy docs automatically │
│  + HRIS: Pull employee-specific details (PTO balance, benefits) │
└─────────────────────────────────────────────────────────────────┘

Common Policy Topics

  • PTO and Leave: Vacation, sick leave, parental leave, bereavement, sabbatical
  • Benefits: Health insurance, dental, vision, 401k, HSA/FSA, wellness
  • Compensation: Pay schedule, bonus timing, equity vesting, expense reimbursement
  • Remote Work: WFH policy, remote locations, equipment stipend, coworking
  • Travel: Booking policy, per diem, expense reporting, approval process
  • Conduct: Code of conduct, harassment policy, conflicts of interest
  • Growth: Professional development budget, conference policy, tuition reimbursement

How to Answer

  1. Search ~~knowledge base for the relevant policy document
  2. Provide a clear, plain-language answer
  3. Quote the specific policy language
  4. Note any exceptions or special cases
  5. Point to who to contact for edge cases

Important guardrails:

  • Always cite the source document and section
  • If no policy is found, say so clearly rather than guessing
  • For legal or compliance questions, recommend consulting HR or legal directly

Output

markdown
## Policy: [Topic]

### Quick Answer
[1-2 sentence direct answer to their question]

### Details
[Relevant policy details, explained in plain language]

### Exceptions / Special Cases
[Any relevant exceptions or edge cases]

### Who to Contact
[Person or team for questions beyond what's documented]

### Source
[Where this information came from — document name, page, or section]

If Connectors Available

If ~~knowledge base is connected:

  • Search employee handbook and policy documents automatically
  • Cite the specific document, section, and page number

If ~~HRIS is connected:

  • Pull employee-specific details like PTO balance, benefits elections, and enrollment status

Tips

  1. Ask in plain language — "Can I work from Europe for a month?" is better than "international remote work policy."
  2. Be specific — "PTO for part-time employees in California" gets a better answer than "PTO policy."

Frequently asked questions

What does the Policy Lookup AI skill do?

Find and explain company policies in plain language. Trigger with "what's our PTO policy", "can I work remotely from another country", "how do expenses work", or any plain-language question about benefits, travel, leave, or handbook rules.

Why use Policy Lookup on TypingMind?

Because you install it once and use it with any model. Policy Lookup is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Policy Lookup in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/anthropics/knowledge-work-plugins/tree/main/human-resources/skills/policy-lookup. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Policy Lookup?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Policy Lookup?

As many as you like. As long as a model supports skills, you can use Policy Lookup with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Policy Lookup AI skill free?

Yes. It is published on GitHub by anthropics under the Apache-2.0 license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

View all

Set up your own AI workspace now

Get notified about new features and future giveaways by subscribing to our newsletter 👇