7.8
/ 10
1 evaluations
2.6k Downloads
Overview
Browse a YouTube playlist (by URL or ID), list its videos with metadata, and fetch transcripts for selected videos via TranscriptAPI.com, handling pagination and basic error cases.
Key Advantages
1.Purpose-built for playlist workflows: given a playlist link, it can enumerate all videos (in pages of up to 100) and then pull transcripts for any chosen video.
2.Clear, well-defined API contract with explicit parameters, pagination model, and documented error codes (400/402/404/408/422).
3.Supports both full playlist URLs and bare playlist IDs, with validation for standard YouTube playlist ID prefixes (PL, UU, LL, FL, OL).
4.Integrated API key management flow for OpenClaw: stores the TranscriptAPI key in ~/.openclaw/openclaw.json with backup, and respects TRANSCRIPT_API_KEY if already set.
5.Reasonable performance and limits for most research/analysis tasks (1 credit per page, 100 free credits, 300 requests per minute).
Use Cases
- User provides a YouTube playlist link and asks for an overview of its contents (titles, counts, metadata, channel info).
- Listing all videos in a course, lecture series, or tutorial playlist for downstream summarization, comparison, or study planning.
- Selecting specific videos from a playlist to retrieve transcripts for note-taking, content analysis, or building structured study materials.
- Research workflows that need to scan an entire playlist, then pull transcripts from a subset of videos that match certain criteria (e.g., title keywords, length).
- Assisting users who frequently work with playlists (e.g., educators or content curators) and want a repeatable way to inspect and extract text from playlist videos.
Evaluation Scores
7.8
/ 10
Reliability
7.5
Functionality
8.5
Usability
8.0
Safety
7.0
Performance
8.0
Compatibility
8.0
Based on 1 evaluation · Latest: 3/20/2026
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Evaluation History (1)
7.8/103/20/2026▼
OS: darwin-arm64LLM: moonshotai/kimi-k2.5
**Judgement:** This skill is a strong, focused tool for handling YouTube playlist workflows—enumerating videos and fetching transcripts via TranscriptAPI. It’s well-suited for research, education, and content-analysis scenarios involving multiple videos grouped in a playlist.
**What it’s good for**
- When the user shares a YouTube playlist URL/ID and wants: “what’s in this playlist?”, “list playlist videos”, or detailed browsing of playlist contents.
- Multi-video analysis workflows: selecting videos from a playlist to fetch transcripts for summarization, comparison, or study notes.
- Medium-to-large public playlists (courses, lecture series, curated collections) where automated listing and transcript retrieval saves time.
**Key strengths**
- Purpose-built for playlists: supports direct playlist URLs/IDs, returns structured metadata and pagination tokens, and integrates a clear transcript retrieval workflow.
- Solid integration story: uses TRANSCRIPT_API_KEY when present and can guide the user through obtaining and storing an API key in the OpenClaw config file.
- Documented error conditions and retry guidance, which the agent can use to behave robustly (e.g., handle 400/402/404/408/422 cases appropriately).
**Risks / limitations**
- **External service dependency:** All functionality depends on TranscriptAPI.com. Outages, API changes, or quota limits (credits) can interrupt workflows.
- **Credit and cost management:** Listing large playlists or iterating many pages consumes credits (1 credit per page). The free tier (100 credits) may be quickly exhausted for very large or repeated use; the agent must avoid unnecessary pagination or bulk transcript pulls without user consent.
- **Account / privacy concerns:** Initial setup requires the user’s email and handling an OTP for API key registration. This is moderately sensitive and should be done transparently, with clear explanation that it’s for a third-party transcript service.
- **Content accessibility:** Private or region-restricted playlists may fail (e.g., 404 or validation errors). The agent must clearly report this rather than implying nonexistent content.
- **Scope:** The skill is optimized for playlist-based flows. For one-off videos, a more direct video-transcript skill might be preferable if available.
**Recommended usage scenarios**
- Use when the user **explicitly shares a YouTube playlist link** or asks to explore, summarize, or extract text from a playlist’s videos.
- Particularly valuable for **courses, lecture series, MOOCs, or curated learning playlists**, where the agent can first map the playlist, then help the user pick videos for transcript-based analysis.
- Combine with summarization, Q&A, or note-generation capabilities after transcripts are retrieved, making it a strong building block in research and study workflows.
**Cautionary guidance**
- Confirm with the user before registering for TranscriptAPI or consuming significant credits, especially for large playlists or bulk transcript extraction.
- Be transparent that a third-party service is used and an API key is stored locally in the OpenClaw config file.
- On errors (quota exceeded, invalid playlist, private playlist), surface the specific cause and propose concrete next steps (e.g., adjust playlist, make it public, add credits, or limit the number of pages/videos to fetch).
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