usemoss/moss/zo-skill

Claude Code and agent skill by usemoss/moss

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Sub-10ms semantic search for Zo via Moss. Create indexes, add documents, and query them with semantic and keyword search. Use when users want to search through documents, knowledge bases, or any text content.

Install

npx vskill@latest install usemoss/moss/zo-skill

SKILL.md

Moss Search

Sub-10ms semantic search. Run from anywhere:

bash
bash /home/workspace/Skills/moss-search/scripts/moss.sh load-index support-docs
bash /home/workspace/Skills/moss-search/scripts/moss.sh search support-docs "how long do refunds take?"
bash /home/workspace/Skills/moss-search/scripts/moss.sh create-index my-docs '[{"id":"1","text":"Refunds take 3-5 days."}]'

Commands

load-index

Download an index into memory for sub-10ms local queries. Always call this before searching an index for the first time.

bash
bash /home/workspace/Skills/moss-search/scripts/moss.sh load-index <index-name>

Examples:

bash
bash /home/workspace/Skills/moss-search/scripts/moss.sh load-index support-docs
bash /home/workspace/Skills/moss-search/scripts/moss.sh load-index code-docs
search

Search a loaded index. Sub-10ms after load-index.

bash
bash /home/workspace/Skills/moss-search/scripts/moss.sh search <index-name> "<query>" [top_k]

Examples:

bash
bash /home/workspace/Skills/moss-search/scripts/moss.sh search support-docs "how do I get a refund"
bash /home/workspace/Skills/moss-search/scripts/moss.sh search code-docs "authentication middleware" 10
create-index

Create a new index with initial documents.

bash
bash /home/workspace/Skills/moss-search/scripts/moss.sh create-index <index-name> '<json-docs-array>'

Example:

bash
bash /home/workspace/Skills/moss-search/scripts/moss.sh create-index faq '[{"id":"1","text":"Refunds take 3-5 business days."},{"id":"2","text":"Contact support@example.com for help."}]'
list-indexes

List all available indexes.

bash
bash /home/workspace/Skills/moss-search/scripts/moss.sh list-indexes
add-docs

Add documents to an existing index.

bash
bash /home/workspace/Skills/moss-search/scripts/moss.sh add-docs <index-name> '<json-docs-array>'

Example:

bash
bash /home/workspace/Skills/moss-search/scripts/moss.sh add-docs faq '[{"id":"3","text":"Free shipping on orders over $50."}]'
delete-docs

Delete documents by ID.

bash
bash /home/workspace/Skills/moss-search/scripts/moss.sh delete-docs <index-name> '["id1","id2"]'
get-docs

Retrieve documents from an index.

bash
bash /home/workspace/Skills/moss-search/scripts/moss.sh get-docs <index-name>
bash /home/workspace/Skills/moss-search/scripts/moss.sh get-docs <index-name> '["id1","id2"]'
delete-index

Delete an entire index.

bash
bash /home/workspace/Skills/moss-search/scripts/moss.sh delete-index <index-name>

For Zo

On every new conversation
  1. Run moss.sh list-indexes to see what indexes are available.
  2. Run moss.sh load-index <index> for each index the user is likely to need.
  3. Run moss.sh search <index> "<keywords>" to surface relevant context from the user's first message.
  4. Weave relevant results into your response naturally.

Skip the startup load for vague openers like "hey" or "what's up".

When to search
  • User asks about information that might be in an indexed collection
  • User references prior documents, notes, or knowledge base content
  • You are about to give advice and relevant indexed context may exist
  • Earlier search results were weak — try 2-3 alternate keyword queries
When to create/update indexes
  • User explicitly asks: "index this", "add this to search", "create an index"
  • User provides documents, notes, or data they want searchable
  • User wants to build a knowledge base or FAQ
Using search results
  • Use relevant results naturally — cite them inline
  • If a result conflicts with what the user says, mention it: "The indexed docs say X — has that changed?"
  • If no relevant results are found, proceed normally

Behavior summary

User signalAction
New conversation startsmoss.sh list-indexes then moss.sh load-index + moss.sh search relevant indexes
"Search for..." / "Find..." / "Look up..."moss.sh search <index> "<query>" (load-index first if not loaded)
"Index this" / "Add to search"moss.sh add-docs <index> '<docs>'
"Create an index" / "New collection"moss.sh create-index <name> '<docs>'
"Delete this document"moss.sh delete-docs <index> '["id"]'
"Remove this index"moss.sh delete-index <index>
"What indexes do I have?"moss.sh list-indexes
"Show me the documents in..."moss.sh get-docs <index>

Security

  • Security scanPassed, 100 of 100Pattern checks on the skill's files.
  • Model reviewNot runA model review is scheduled for the next rescan.

See the full security report

Quality evaluation

  • Task evaluationNot runNo evaluation yet. Run one in Skill Studio.

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Source

Popularity

Repository stars
438
Repository forks
56
7-day trend score
30

Stars and forks are for the whole GitHub repository, not this skill alone. Not refreshed yet.

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