GitHub repository access in containerized environments using REST API and credential detection. Use when git clone fails, or when accessing private repos/writing files via API.
日本語の概要は準備中です。原文の説明を表示しています。
Control Spotify playback and manage playlists via MCP server. Use when user requests playing music, controlling Spotify, creating playlists, searching songs, or managing their Spotify library.
インストールする前に、エージェントに与えられる指示の中身を確認できます。
Control Spotify playback, search for music, and manage playlists using the Spotify MCP Server with full user account access.
Invoke this skill when users request:
CRITICAL: This skill requires user-provided credentials. The user must complete a one-time setup:
Create Spotify Developer Application
http://127.0.0.1:8888/callbackObtain Refresh Token
references/setup-guide.md)Configure Credentials
SPOTIFY_CLIENT_ID: From Spotify Developer DashboardSPOTIFY_CLIENT_SECRET: From Spotify Developer DashboardSPOTIFY_REFRESH_TOKEN: From helper script outputAlternative: Credentials can also be provided via a Project Knowledge file. Ensure the file contains a .env style block with the keys above.
Without these credentials, the skill cannot function. If credentials are missing, guide the user through the setup process detailed in references/setup-guide.md.
The Spotify MCP Server must be installed in the compute environment. Use the provided installation script which handles cloning, patching, and building the server.
# Run the installation script
bash scripts/install-mcp-server.sh
Configure the MCP client to connect to the Spotify MCP server. Note the logic to support credentials from Project Knowledge.
from mcp import Client
import asyncio
import re
# 1. Try to get credentials from skill configuration
env_vars = {
"SPOTIFY_CLIENT_ID": credentials.get("SPOTIFY_CLIENT_ID"),
"SPOTIFY_CLIENT_SECRET": credentials.get("SPOTIFY_CLIENT_SECRET"),
"SPOTIFY_REFRESH_TOKEN": credentials.get("SPOTIFY_REFRESH_TOKEN")
}
# 2. If missing, look in Project Knowledge / Context for .env style block
if not all(env_vars.values()):
# Heuristic: Scan context/files for VAR=VALUE patterns
# (Pseudo-code: Implement based on available context access)
pass
# Server configuration
mcp_config = {
"command": "node",
"args": ["/home/claude/spotify-mcp-server/build/index.js"],
"env": env_vars
}
# Initialize client
async def initialize_spotify_mcp():
client = Client()
await client.connect_stdio(
mcp_config["command"],
mcp_config["args"],
mcp_config["env"]
)
return client
searchSpotify - Search for tracks, albums, artists, or playlists
result = await client.call_tool("searchSpotify", {
"query": "bohemian rhapsody",
"type": "track",
"limit": 10
})
getNowPlaying - Get currently playing track information
result = await client.call_tool("getNowPlaying", {})
getMyPlaylists - List user's playlists
result = await client.call_tool("getMyPlaylists", {
"limit": 20,
"offset": 0
})
getPlaylistTracks - Get tracks from a playlist
result = await client.call_tool("getPlaylistTracks", {
"playlistId": "37i9dQZEVXcJZyENOWUFo7"
})
getRecentlyPlayed - Get recently played tracks
result = await client.call_tool("getRecentlyPlayed", {
"limit": 10
})
getUsersSavedTracks - Get user's liked songs
result = await client.call_tool("getUsersSavedTracks", {
"limit": 50,
"offset": 0
})
playMusic - Start playing track/album/artist/playlist
# Play by URI
result = await client.call_tool("playMusic", {
"uri": "spotify:track:6rqhFgbbKwnb9MLmUQDhG6"
})
# Or by type and ID
result = await client.call_tool("playMusic", {
"type": "track",
"id": "6rqhFgbbKwnb9MLmUQDhG6"
})
pausePlayback - Pause current playback
result = await client.call_tool("pausePlayback", {})
skipToNext - Skip to next track
result = await client.call_tool("skipToNext", {})
skipToPrevious - Skip to previous track
result = await client.call_tool("skipToPrevious", {})
addToQueue - Add track/album to playback queue
result = await client.call_tool("addToQueue", {
"uri": "spotify:track:6rqhFgbbKwnb9MLmUQDhG6"
})
createPlaylist - Create new playlist
result = await client.call_tool("createPlaylist", {
"name": "My Workout Mix",
"description": "High energy tracks",
"public": False
})
addTracksToPlaylist - Add tracks to existing playlist
result = await client.call_tool("addTracksToPlaylist", {
"playlistId": "3cEYpjA9oz9GiPac4AsH4n",
"trackUris": [
"spotify:track:4iV5W9uYEdYUVa79Axb7Rh",
"spotify:track:6rqhFgbbKwnb9MLmUQDhG6"
]
})
getAlbums - Get album details
result = await client.call_tool("getAlbums", {
"albumIds": ["4aawyAB9vmqN3uQ7FjRGTy"]
})
getAlbumTracks - Get tracks from album
result = await client.call_tool("getAlbumTracks", {
"albumId": "4aawyAB9vmqN3uQ7FjRGTy"
})
saveOrRemoveAlbumForUser - Save/remove albums
result = await client.call_tool("saveOrRemoveAlbumForUser", {
"albumIds": ["4aawyAB9vmqN3uQ7FjRGTy"],
"action": "save"
})
# 1. Search for the song
search_result = await client.call_tool("searchSpotify", {
"query": "user's favorite song name",
"type": "track",
"limit": 1
})
# 2. Extract track URI from results
track_uri = search_result["tracks"][0]["uri"]
# 3. Play the track
await client.call_tool("playMusic", {
"uri": track_uri
})
# 1. Search for tracks in genre
search_result = await client.call_tool("searchSpotify", {
"query": "genre:rock year:2020-2024",
"type": "track",
"limit": 20
})
# 2. Create new playlist
playlist_result = await client.call_tool("createPlaylist", {
"name": "Modern Rock Mix",
"description": "Recent rock tracks",
"public": False
})
# 3. Extract track URIs
track_uris = [track["uri"] for track in search_result["tracks"]]
# 4. Add tracks to playlist
await client.call_tool("addTracksToPlaylist", {
"playlistId": playlist_result["id"],
"trackUris": track_uris
})
# Get current playback state
now_playing = await client.call_tool("getNowPlaying", {})
# Format and display
print(f"Now Playing: {now_playing['track']['name']}")
print(f"Artist: {now_playing['track']['artists'][0]['name']}")
print(f"Album: {now_playing['track']['album']['name']}")
print(f"Progress: {now_playing['progress_ms']} / {now_playing['duration_ms']} ms")
Playback control operations (play, pause, skip, queue) require Spotify Premium. Read operations (search, get playlists, view tracks) work with free accounts.
For playback commands to work, the user must have an active Spotify session (web player, desktop app, mobile app) with a device available. If no active device, playback commands will fail.
Spotify API has rate limits (typically 180 requests per minute). For bulk operations, implement appropriate delays or batching.
Spotify uses URIs in the format:
spotify:track:IDspotify:album:IDspotify:artist:IDspotify:playlist:IDMost tools accept either URIs or separate type + id parameters.
Cause: Missing environment variables
Solution: Verify credentials are properly configured:
import os
print(os.getenv("SPOTIFY_CLIENT_ID")) # Should not be None
print(os.getenv("SPOTIFY_CLIENT_SECRET")) # Should not be None
print(os.getenv("SPOTIFY_REFRESH_TOKEN")) # Should not be None
Cause: No Spotify client is currently running/active
Solution: Guide user to:
Cause: User has Spotify Free account
Solution: Playback control requires Spotify Premium. Only search and read operations available for free accounts.
Cause: Missing dependencies or incorrect installation
Solution:
# Re-run installation script
bash scripts/install-mcp-server.sh
getNowPlaying to verify device availabilityreferences/setup-guide.mdThis skill requires sensitive credentials. Ensure:
See references/setup-guide.md for detailed security best practices.
まだレビューはありません。使ってみた感想をお寄せください。
概要と使いどころ
GitHub repository access in containerized environments using REST API and credential detection. Use when git clone fails, or when accessing private repos/writing files via API.
日本語の概要は準備中です。原文の説明を表示しています。
Decide which model, effort level, and cascade shape each subagent gets, and how to keep improvement loops safe (evaluator-as-selector, stop on regression). Routes on measured cost-per-completed-task rather than per-token price, because a tier's token count varies more by task shape than price varies across tiers. Covers per-model effort semantics, the concision lever, cascade preconditions, context handoff, and watching a subagent fan-out live. Use when choosing a subagent's model or effort, when choosing how to escalate a failed attempt, or when asked which model or effort a task should get. Grounded in a 2026-07 calibration, a 2026-08 coding-cost study, a 2026-09 seeded-bug repair battery, a 2026-10 Haiku 5.5 ladder priced per spawn, and a 2026-10 retry-versus-escalation ladder on 295 SWE-bench Verified tasks; Managed Agents API specifics are operational, not calibrated.
日本語の概要は準備中です。原文の説明を表示しています。
Securely manages API credentials for multiple providers (Anthropic Claude, Google Gemini, GitHub). Use when skills need to access stored API keys for external service invocations.
日本語の概要は準備中です。原文の説明を表示しています。
Guidance for asking clarifying questions when user requests are ambiguous, have multiple valid approaches, or require critical decisions. Use when implementation choices exist that could significantly affect outcomes.
日本語の概要は準備中です。原文の説明を表示しています。
Pre-change blast-radius report for a symbol or file. Walks tree-sitting references, augments with a plain-text scan over non-parsed files (configs, plain docs), and clusters affected sites by feature (`_FEATURES.md`) or top-level package. Use when about to refactor, rename, or delete something in a repo you don't own — "what breaks if I change `validateUser`", "who calls this", "is this safe to remove", "where is this used", "blast radius", "impact analysis". This is the CONVERGENT pre-change risk skill — for "what is this repo?" use exploring-codebases; for "where is X?" use searching-codebases.
日本語の概要は準備中です。原文の説明を表示しています。
Read Bluesky/ATProto without depending on Bluesky's AppView — interactions on a user's posts, thread replies, any repo's records, network-wide backlinks across every lexicon, an account's handle and PDS history, which collections are active network-wide, and layer-by-layer outage diagnosis. Use when bsky.app or the AppView is down or slow, when a Bluesky read returns timeouts or 5xx, when asked who liked/replied/quoted/reposted something, when pulling live Bluesky context cheaply, when reading records straight from a PDS, when asked who references a record or account anywhere on the network, whether an account has changed handle or migrated servers, or which lexicons and non-Bluesky apps are active on atproto. Complements browsing-bluesky, which routes everything through the AppView and fails when it does.
日本語の概要は準備中です。原文の説明を表示しています。