LaunchKit · 2026
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Semantic quote search with source transparency.

3
1.1k downloads
by @quotewisio

Setup & Installation

openclaw skills install @quotewisio/quotewise

Or with the ClawHub CLI, for registry-managed skill folders outside a full OpenClaw workspace:

npx clawhub install quotewise

Version History

v1.0.2Feb 8, 2026 - Version note by skill developer:

- Added User-Agent header to `mcporter` setup instructions for improved agent identification. - Updated anonymous access policy: reduced free usage from 100 requests/hour to 20 requests/day. - Provided guidance for agents on custom User-Agent formatting. - Minor improvements to authentication setup documentation.

What This Skill Does

Semantic quote search across 600K quotes, finding matches by concept rather than keyword. Every result includes source attribution via QuoteSightings, and known misattributions are filtered out. Anonymous access works without signup; authentication unlocks collections and higher rate limits.

Unlike web search, it uses semantic embeddings to match meaning rather than keywords and surfaces verified source sightings without hallucinated citations.

When to use it

  • Verifying who actually said a half-remembered quote
  • Finding thematic quotes for a speech or presentation
  • Filtering quotes to fit a tweet or character limit
  • Discovering quotes from a specific book or author on a topic
  • Saving and organizing favorite quotes in personal collections

Example Workflow

Here's how your AI assistant might use this skill in practice.

INPUT

User asks: Who actually said 'be the change you wish to see in the world'?

AGENT
  1. 1Call quotewise.who_said with the quote text
  2. 2Receive confidence score and primary attribution result
  3. 3Check QuoteSightings data for documented source evidence
  4. 4Return attribution with confidence level and any known alternative attributions
OUTPUT

Confidence percentage, identified originator, and source sightings showing where the quote was documented

Requirements

Accounts, API keys, or tools you or your AI assistant may need to set up while using this skill.

QUOTEWISE_API_KEY environment variable (optional, required for collections and higher rate limits — obtain at quotewise.io/plans)