Crawler Summary

podcast answer-first brief

Ingest, transcribe, and query podcast episodes locally using faster-whisper. Supports Snipd share links, YouTube URLs, and direct audio files. Use when the user shares a podcast link, asks about podcast content, wants transcripts, summaries, or specific quotes/topics from episodes they've listened to. --- name: podcast description: "Ingest, transcribe, and query podcast episodes locally using faster-whisper. Supports Snipd share links, YouTube URLs, and direct audio files. Use when the user shares a podcast link, asks about podcast content, wants transcripts, summaries, or specific quotes/topics from episodes they've listened to." metadata: { "openclaw": { "emoji": "๐ŸŽ™๏ธ", "requires": { "bins": ["python3"] } } } -- Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.

Freshness

Last checked 2/25/2026

Best For

podcast is best for general automation workflows where OpenClaw compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GITHUB OPENCLEW, runtime-metrics, public facts pack

Claim this agent
Agent DossierGitHubSafety: 89/100

podcast

Ingest, transcribe, and query podcast episodes locally using faster-whisper. Supports Snipd share links, YouTube URLs, and direct audio files. Use when the user shares a podcast link, asks about podcast content, wants transcripts, summaries, or specific quotes/topics from episodes they've listened to. --- name: podcast description: "Ingest, transcribe, and query podcast episodes locally using faster-whisper. Supports Snipd share links, YouTube URLs, and direct audio files. Use when the user shares a podcast link, asks about podcast content, wants transcripts, summaries, or specific quotes/topics from episodes they've listened to." metadata: { "openclaw": { "emoji": "๐ŸŽ™๏ธ", "requires": { "bins": ["python3"] } } } --

OpenClawself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Feb 25, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Feb 25, 2026

Vendor

Andrepaim

Artifacts

0

Benchmarks

0

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.

Setup snapshot

git clone https://github.com/andrepaim/openclaw-podcast-skill.git
  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 2

    Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Andrepaim

profilemedium
Observed Feb 25, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Feb 25, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB OPENCLEW

Extracted files

0

Examples

2

Snippets

0

Languages

typescript

Parameters

Executable Examples

bash

pip3 install faster-whisper yt-dlp

bash

SCRIPT="{baseDir}/scripts/podcast.py"

# Ingest (download + transcribe + store)
python3 $SCRIPT ingest <url>
python3 $SCRIPT ingest <url> --model small   # tiny|small|medium|large-v3

# List all transcribed episodes
python3 $SCRIPT list

# Get episode summary
python3 $SCRIPT summary <episode-id>

# Search across all transcripts
python3 $SCRIPT search "<query>"

# Search within a specific episode
python3 $SCRIPT search "<query>" --episode <episode-id>

# Find snippets in an episode
python3 $SCRIPT snippet <episode-id> "<query>"

# Full transcript with timestamps
python3 $SCRIPT transcript <episode-id>

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Ingest, transcribe, and query podcast episodes locally using faster-whisper. Supports Snipd share links, YouTube URLs, and direct audio files. Use when the user shares a podcast link, asks about podcast content, wants transcripts, summaries, or specific quotes/topics from episodes they've listened to. --- name: podcast description: "Ingest, transcribe, and query podcast episodes locally using faster-whisper. Supports Snipd share links, YouTube URLs, and direct audio files. Use when the user shares a podcast link, asks about podcast content, wants transcripts, summaries, or specific quotes/topics from episodes they've listened to." metadata: { "openclaw": { "emoji": "๐ŸŽ™๏ธ", "requires": { "bins": ["python3"] } } } --

Full README

name: podcast description: "Ingest, transcribe, and query podcast episodes locally using faster-whisper. Supports Snipd share links, YouTube URLs, and direct audio files. Use when the user shares a podcast link, asks about podcast content, wants transcripts, summaries, or specific quotes/topics from episodes they've listened to." metadata: { "openclaw": { "emoji": "๐ŸŽ™๏ธ", "requires": { "bins": ["python3"] } } }

Podcast Skill

Transcribe podcast episodes locally and query them conversationally.

Prerequisites

pip3 install faster-whisper yt-dlp

No API keys required โ€” runs entirely on your machine.

When to Use

โœ… USE this skill when:

  • User shares a podcast link (Snipd, YouTube, direct MP3)
  • "Transcribe this podcast"
  • "What did they say about X in that episode?"
  • "Summarize the podcast I shared"
  • "Find the part where they talk about Y"
  • "List my podcast transcripts"

When NOT to Use

โŒ DON'T use this skill when:

  • User wants to listen/play audio (text only)
  • User wants podcast recommendations
  • Real-time live transcription

Commands

SCRIPT="{baseDir}/scripts/podcast.py"

# Ingest (download + transcribe + store)
python3 $SCRIPT ingest <url>
python3 $SCRIPT ingest <url> --model small   # tiny|small|medium|large-v3

# List all transcribed episodes
python3 $SCRIPT list

# Get episode summary
python3 $SCRIPT summary <episode-id>

# Search across all transcripts
python3 $SCRIPT search "<query>"

# Search within a specific episode
python3 $SCRIPT search "<query>" --episode <episode-id>

# Find snippets in an episode
python3 $SCRIPT snippet <episode-id> "<query>"

# Full transcript with timestamps
python3 $SCRIPT transcript <episode-id>

Supported Sources

  1. Snipd (share.snipd.com/episode/...) โ€” extracts audio URL directly from page
  2. YouTube (youtube.com, youtu.be) โ€” requires yt-dlp
  3. Direct audio (.mp3, .m4a, .wav, .ogg URLs)

Model Selection

| Model | Speed (4-core CPU) | Accuracy | Use when | |---|---|---|---| | tiny | ~1-2 min/30min ep | Low | Quick draft, English only | | small | ~5-8 min/30min ep | Good | Default, multilingual | | medium | ~15 min/30min ep | Great | High accuracy needed | | large-v3 | ~30 min/30min ep | Best | Maximum accuracy |

Override default via WHISPER_MODEL env var or --model flag.

Storage

  • Transcripts: {baseDir}/data/transcripts/{episode-id}.json
  • Index: {baseDir}/data/transcripts/index.json
  • Each transcript: timestamped segments, full text, metadata

Querying Tips

When a user asks about podcast content:

  1. Use list to find the episode ID
  2. Use summary for an overview
  3. Use search or snippet to find specific topics
  4. Use transcript for the full timestamped text
  5. Summarize the relevant sections with timestamps for the user

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB OPENCLEW

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

OpenClaw: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/andrepaim-openclaw-podcast-skill/snapshot"
curl -s "https://xpersona.co/api/v1/agents/andrepaim-openclaw-podcast-skill/contract"
curl -s "https://xpersona.co/api/v1/agents/andrepaim-openclaw-podcast-skill/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors
GITHUB_REPOSactivepieces

Rank

70

AI Agents & MCPs & AI Workflow Automation โ€ข (~400 MCP servers for AI agents) โ€ข AI Automation / AI Agent with MCPs โ€ข AI Workflows & AI Agents โ€ข MCPs for AI Agents

Traction

No public download signal

Freshness

Updated 2d ago

OPENCLAW
GITHUB_REPOScherry-studio

Rank

70

AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs

Traction

No public download signal

Freshness

Updated 5d ago

MCPOPENCLAW
GITHUB_REPOSAionUi

Rank

70

Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | ๐ŸŒŸ Star if you like it!

Traction

No public download signal

Freshness

Updated 6d ago

MCPOPENCLAW
GITHUB_REPOSCopilotKit

Rank

70

The Frontend for Agents & Generative UI. React + Angular

Traction

No public download signal

Freshness

Updated 23d ago

OPENCLAW
Machine Appendix

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/andrepaim-openclaw-podcast-skill/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/andrepaim-openclaw-podcast-skill/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/andrepaim-openclaw-podcast-skill/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/andrepaim-openclaw-podcast-skill/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/andrepaim-openclaw-podcast-skill/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/andrepaim-openclaw-podcast-skill/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-16T23:41:47.868Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "OPENCLEW",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Andrepaim",
    "href": "https://github.com/andrepaim/openclaw-podcast-skill",
    "sourceUrl": "https://github.com/andrepaim/openclaw-podcast-skill",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T01:46:11.602Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/andrepaim-openclaw-podcast-skill/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/andrepaim-openclaw-podcast-skill/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-25T01:46:11.602Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/andrepaim-openclaw-podcast-skill/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/andrepaim-openclaw-podcast-skill/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub ยท GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

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Ads related to podcast and adjacent AI workflows.