Readwise Highlight Search

SkillSearch

ALWAYS use when the user wants something out of their own reading library, "what did I highlight about X", "search my highlights", "find in readwise", "my notes on X", "did I save anything on Y", "what have I read about Z", "find that quote I saved", "pull quotes from my reading", "who was it that said X". Use proactively before answering from memory whenever the user refers to their own reading or annotations. NOT for conversational summarizing across highlights (readwise-chat), listing or saving Reader documents (readwise-docs), or cleanup (readwise-prune).

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Readwise Highlight Search skill

What this skill tells your AI

The instructions your AI receives, as published by edwinhu/workflows in skills/readwise-search/SKILL.md and read by ahel’s review.

What this skill carries — grep references/ for any subject the names below miss: !d=${CLAUDE_SKILL_DIR}; command -v skill-toc >/dev/null 2>&1 && exec skill-toc "$d"; s=$HOME/.claude/skills/plugin-utils/bin/skill-toc; [ -x "$s" ] && exec "$s" "$d"; echo "(skill-toc unavailable: references and scripts are NOT listed here — install the plugin-utils plugin, or start a new session so its bin/ reaches PATH)"

Decision Tree

1. Do you know the EXACT document or author?
   YES -> Use fulltext filters (--full-text-queries)
   NO  -> Use vector search (semantic query)
2. Need document-level results (not highlights)?
   YES -> Use `readwise reader-search-documents --query "term"`
          or `readwise reader-list-documents` with --tag or --category filters
   NO  -> Use `readwise readwise-search-highlights`
3. Need keyword-exact match in highlight text?
   YES -> Use `readwise-custom highlights --search "term"` (v2 API)
   NO  -> Use vector search

Quick Reference

Vector + Fulltext Search (Highlights) — Official CLI

# Semantic search
readwise readwise-search-highlights --vector-search-term "fiduciary duty broker-dealer"

# With fulltext filters
readwise readwise-search-highlights --vector-search-term "regulation" \
  --full-text-queries '[{"field_name": "document_author", "search_term": "Jackson"}]'

# JSON output for piping
readwise readwise-search-highlights --vector-search-term "query" --json

Fulltext filter fields (via --full-text-queries JSON array):

field_nameSearches
document_authorDocument author name
document_titleDocument title
highlight_noteHighlight notes/annotations
highlight_plaintextHighlight text content
highlight_tagsTags on highlights

Document Search (Hybrid) — Official CLI

# Hybrid search across document content
readwise reader-search-documents --query "proxy advisors"

# With filters
readwise reader-search-documents --query "regulation" --author-search "Jackson" --category-in article
readwise reader-search-documents --query "proxy" --tags-in "corps" --location-in later,archive

# By tag (no search, just filter)
readwise reader-list-documents --tag "proxy advisors" --json

# By category and location
readwise reader-list-documents --category article --location archive

# Recent updates
readwise reader-list-documents --updated-after 2026-01-01T00:00:00Z --limit 20

Keyword Highlight Search — Custom CLI

# Exact text search across highlights (v2 API)
readwise-custom highlights --search "fiduciary" --limit 20 --json

When to Use Each

NeedCommandCLI
Semantic/conceptual highlight searchreadwise readwise-search-highlights --vector-search-term "query"Official
Hybrid document content searchreadwise reader-search-documents --query "term"Official
Keyword-exact match in highlightsreadwise-custom highlights --search "term"Custom
Documents by tagreadwise reader-list-documents --tag "X"Official
Specific documentreadwise reader-get-document-details --document-id <id>Official

Output Format

Use --json for structured output. JSON search results include a score field (higher = more relevant, >0.01 typically meaningful).

Signals

GitHub stars
21
Forks
4
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
readwise-search
Source
github.com/edwinhu/workflows