LaunchKit · 2026
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podsips-search

Search podcast transcripts and retrieve episode data via the PodSips API.

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by @snook550

Setup & Installation

openclaw skills install @snook550/podsips-search

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

npx clawhub install podsips-search

What This Skill Does

Searches podcast transcripts using semantic search via the PodSips API. Returns matching chunks with speaker names, timestamps, and episode metadata. Full transcripts and contextual lookups around specific timestamps are also available.

Semantic search across indexed transcripts lets you locate specific statements in audio without manually scrubbing through episodes.

When to use it

  • Finding what a specific guest said on a podcast
  • Researching a topic across multiple podcast episodes
  • Pulling a full transcript for summarization or analysis
  • Citing a specific podcast moment with speaker and timestamp
  • Checking whether a podcast series exists in the PodSips database

Example Workflow

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

INPUT

User asks: What has been said about AGI timelines on tech podcasts?

AGENT
  1. 1Calls the search endpoint with query 'AGI timelines'
  2. 2Parses grouped results by episode, extracting chunk text and speaker names
  3. 3Replaces raw speaker tags with resolved identities from the speakers array
  4. 4Fetches transcript context around the most relevant timestamp for additional detail
  5. 5Presents excerpts with episode name, series name, speaker, and timestamp
OUTPUT

A set of transcript excerpts from matching episodes, each attributed to a speaker with episode name and timestamp for verification

Requirements

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

PODSIPS_API_KEY environment variablePodSips developer account at developer.podsips.com