Distributed Triage
pytorch/pytorch
Sub-triages issues in the oncall:distributed queue by assigning distributed module labels, routing to sub-oncalls, and marking triaged.
Coordinates album release including QA, distribution prep, and platform uploads.
$ npx skills add bitwize-music-studio/claude-ai-music-skills --skill release-director -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install bitwize-music-studio/claude-ai-music-skills release-director --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/bitwize-music-studio/claude-ai-music-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/release-director .claude/skills/release-director && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "release-director" agent skill from https://github.com/bitwize-music-studio/claude-ai-music-skills/tree/main/skills/release-director into .claude/skills/release-director/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "release-director", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/bitwize-music-studio/claude-ai-music-skills/tree/main/skills/release-directorType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add bitwize-music-studio/claude-ai-music-skills --skill release-director -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install bitwize-music-studio/claude-ai-music-skills release-director --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bitwize-music-studio/claude-ai-music-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/release-director .agents/skills/release-director && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "release-director" agent skill from https://github.com/bitwize-music-studio/claude-ai-music-skills/tree/main/skills/release-director into .agents/skills/release-director/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "release-director", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add bitwize-music-studio/claude-ai-music-skills --skill release-director -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install bitwize-music-studio/claude-ai-music-skills release-director --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bitwize-music-studio/claude-ai-music-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/release-director .cursor/skills/release-director && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "release-director" agent skill from https://github.com/bitwize-music-studio/claude-ai-music-skills/tree/main/skills/release-director into .cursor/skills/release-director/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "release-director", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/bitwize-music-studio/claude-ai-music-skills.git --path skills/release-director--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add bitwize-music-studio/claude-ai-music-skills --skill release-director -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install bitwize-music-studio/claude-ai-music-skills release-director --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bitwize-music-studio/claude-ai-music-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/release-director .gemini/skills/release-director && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "release-director" agent skill from https://github.com/bitwize-music-studio/claude-ai-music-skills/tree/main/skills/release-director into .gemini/skills/release-director/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "release-director", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install bitwize-music-studio/claude-ai-music-skills release-directorInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add bitwize-music-studio/claude-ai-music-skills --skill release-director -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/bitwize-music-studio/claude-ai-music-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/release-director .github/skills/release-director && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "release-director" agent skill from https://github.com/bitwize-music-studio/claude-ai-music-skills/tree/main/skills/release-director into .github/skills/release-director/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "release-director", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add bitwize-music-studio/claude-ai-music-skills --skill release-director -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install bitwize-music-studio/claude-ai-music-skills release-director --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bitwize-music-studio/claude-ai-music-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/release-director .opencode/skills/release-director && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "release-director" agent skill from https://github.com/bitwize-music-studio/claude-ai-music-skills/tree/main/skills/release-director into .opencode/skills/release-director/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "release-director", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
release-directorCoordinates album release including QA, distribution prep, and platform uploads.
Release Director is an agent skill from bitwize-music-studio/claude-ai-music-skills. Coordinates album release including QA, distribution prep, and platform uploads. Use when mastering and album art are complete and the user is ready to release.
Its SKILL.md is about 2.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `platform-guides.md`).
The repository describes itself as: Human + AI music production workflow for Suno - skills, templates, and tools. The licence is CC0-1.0.
3 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 58f32c2. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadEditWriteGrepGlobBashbitwize-music-mcpFrom allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).
From the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
twitter.comFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Release Director loads about 2.7k tokens when it runs. Until then it costs about 44 tokens; SKILL.md has 983 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check noted patterns worth knowing about, such as sudo or a known installer.
allowed-tools: Read, Edit, Write, Grep, Glob, Bash, bitwize-music-mcpAutomated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from bitwize-music-studio/claude-ai-music-skills at commit 58f32c2, republished under its CC0-1.0 licence (© bitwize-music-studio). 983 words, ~2,683 tokens.
.claude/skills/release-director/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Target: $ARGUMENTS
You orchestrate the complete album release workflow from "mastering complete" to "live on platforms."
Your role: Release coordination, pre-release QA, distribution prep, platform uploads
Not your role: Mastering (mastering-engineer), promotion strategy, track creation (suno-engineer)
Workflow position: mastering-engineer → promo-director (optional) → YOU → post-release
As the release director, you:
Check for custom release preferences:
load_override("release-preferences.md") — returns override content if found (auto-resolves path from config){overrides}/release-preferences.md:
# Release Preferences
## QA Requirements (Custom Checklist)
- Required checks: audio quality, metadata, lyrics, artwork (standard)
- Additional checks: listen-through on 3 devices, A/B with reference track
- Skip checks: source verification (for non-documentary albums)
## Platform Priorities
- Primary: SoundCloud (always upload first)
- Secondary: Spotify, Apple Music (via DistroKid)
- Skip: Bandcamp, YouTube Music (manual later)
## Release Timeline Preferences
- Quick release: SoundCloud same day, distributor next day
- Standard release: 1 week from mastering to distributor submission
- Never rush: Always allow 2 business days for QA
## Metadata Standards
- Artist name format: "bitwize" (lowercase, no capitals)
- Genre categories: Primary always "Electronic", Secondary varies
- Tags: Always include: ai-music, suno, claude-code
## Distribution Settings
- Distributor: DistroKid (default) or specify alternative
- Release date strategy: Immediate vs scheduled (2 weeks out)
- Territory: Worldwide or specify restrictions
## Post-Release Actions
- Required: Update album README with platform URLs
- Required: Tweet release announcement
- Optional: Reddit post, Discord announcementExample:
What to verify:
QA Domains:
promo/ directory has platform copy populated (campaign.md, twitter.md, instagram.md, etc.). Use /bitwize-music:promo-writer to generate copy from album themes, or fill in templates manually. Note: /bitwize-music:promo-director generates promo videos, not social copy.QA Gate: All checks must pass before proceeding
Deliverables Created:
check_streaming_lyrics MCP tool to validate all trackspromo/ files populated for target platforms (use /bitwize-music:promo-writer to generate copy from album themes, or fill in templates manually; /bitwize-music:promo-director generates videos, not copy)SoundCloud live (if applicable)
distributor submitted (if applicable)
Documentation updated
update_streaming_url MCP tool for each platformverify_streaming_urls MCP tool to confirm all platform links are livepromo/ copy updated with final streaming linkscheck_streaming_lyrics MCP tool (if using distributor)release_date set in album README frontmatterupdate_streaming_url and verify with verify_streaming_urls)load_override("release-preferences.md") at invocationcheck_streaming_lyrics MCP tool before distributor uploadStatus: Released and release_date in album READMEupdate_streaming_url to save platform URLs, verify with verify_streaming_urlsYour deliverable: Album live on all platforms, documentation updated with release info.
Workflow integration: You are the critical link between mastering-engineer (audio ready) and promotion phase (promotion ready).
After successful release, generate and display this message:
IMPORTANT: Dynamically generate the tweet URL using the ACTUAL album name:
Template (replace {ALBUM_NAME} with actual name, {URL_ENCODED_NAME} with URL-encoded version):
🎉 ALBUM RELEASED
{ALBUM_NAME} is now live!
---
If you used this plugin to make your album, I'd love to hear about it.
[Click to tweet about your release](https://twitter.com/intent/tweet?text=Just%20released%20%22{URL_ENCODED_NAME}%22%20🎵%20Made%20with%20Claude%20AI%20Music%20Skills%20%23ClaudeCode%20%23SunoAI%20%23AIMusic%20%40bitwizemusic)
Or manually: #ClaudeCode #SunoAI #AIMusic @bitwizemusic
Not required, just curious what people create with this. 🎵Example for album "Your Album":
🎉 ALBUM RELEASED
Your Album is now live!
---
If you used this plugin to make your album, I'd love to hear about it.
[Click to tweet about your release](https://twitter.com/intent/tweet?text=Just%20released%20%22Your%20Album%22%20🎵%20Made%20with%20Claude%20AI%20Music%20Skills%20%23ClaudeCode%20%23SunoAI%20%23AIMusic%20%40bitwizemusic)
Or manually: #ClaudeCode #SunoAI #AIMusic @bitwizemusic
Not required, just curious what people create with this. 🎵© bitwize-music-studio, CC0-1.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 1 other file in skills/release-director of bitwize-music-studio/claude-ai-music-skills.
Open the folder on GitHubat commit 58f32c2
Release Director next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Release Director this skillbitwize-music-studio/claude-ai-music-skills | 544 | — | ~2.7k | Automated safety check: Notes | CC0-1.0 | |
| Distributed Triagepytorch/pytorch | 104k | — | ~2.8k | Automated safety check: Pass | Custom licence | |
| Creative Directornexu-io/open-design | 100k | — | ~715 | Automated safety check: Pass | Apache-2.0 | |
| Agent Adaptive Coordinatorruvnet/ruflo | 74k | 2 repos | ~4k | Automated safety check: Pass | MIT | |
| Agent Consensus Coordinatorruvnet/ruflo | 74k | 2 repos | ~3.2k | Automated safety check: Pass | MIT | |
| Agent Hierarchical Coordinatorruvnet/ruflo | 74k | 2 repos | ~2.8k | Automated safety check: Pass | MIT |
pytorch/pytorch
Sub-triages issues in the oncall:distributed queue by assigning distributed module labels, routing to sub-oncalls, and marking triaged.
nexu-io/open-design
AI creative director with recursive self-assessment: 20+ methodologies (SIT, TRIZ, Bisociation, SCAMPER, Synectics), 3-axis evaluation calibrated against Cannes/D&AD/HumanKind, 5-phase process from…
ruvnet/ruflo
Agent skill for adaptive-coordinator - invoke with $agent-adaptive-coordinator
ruvnet/ruflo
Agent skill for consensus-coordinator - invoke with $agent-consensus-coordinator
ruvnet/ruflo
Agent skill for hierarchical-coordinator - invoke with $agent-hierarchical-coordinator
ruvnet/ruflo
Agent skill for memory-coordinator - invoke with $agent-memory-coordinator
bitwize-music-studio/claude-ai-music-skills
Designs album concepts, tracklist architecture, and thematic planning through 7 structured phases.
bitwize-music-studio/claude-ai-music-skills
Shows a structured progress dashboard for an album with percentage complete per phase, blocking items, and status breakdown.
bitwize-music-studio/claude-ai-music-skills
Tracks and manages album ideas including brainstorming, planning, and status updates.
bitwize-music-studio/claude-ai-music-skills
Copies track content (lyrics, style prompts, streaming lyrics) to the system clipboard.
bitwize-music-studio/claude-ai-music-skills
Uploads promo videos and content to Cloudflare R2 or AWS S3.
bitwize-music-studio/claude-ai-music-skills
Sets up or edits the plugin configuration file interactively.
Coordinates album release including QA, distribution prep, and platform uploads. Release Director is an agent skill from bitwize-music-studio/claude-ai-music-skills. Coordinates album release including QA, distribution prep, and platform uploads.
Release Director fits situations like: mastering and album art are complete and the user is ready to release.
Run `npx skills add bitwize-music-studio/claude-ai-music-skills --skill release-director -a claude-code`. Or copy the skill folder (skills/release-director in bitwize-music-studio/claude-ai-music-skills) into .claude/skills/release-director in your project. Claude Code loads it when a task matches its description.
Run `npx skills add bitwize-music-studio/claude-ai-music-skills --skill release-director -a codex`. Or copy the skill folder (skills/release-director in bitwize-music-studio/claude-ai-music-skills) into .agents/skills/release-director in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add bitwize-music-studio/claude-ai-music-skills --skill release-director -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/release-director, .gemini/skills/release-director, .github/skills/release-director and .opencode/skills/release-director in your project.
SKILL.md names no scripts, command-line tools or credentials: Release Director is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Edit, Write, Grep, Glob, Bash, bitwize-music-mcp.
SKILL.md names 1 domain. In commands or code: twitter.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
Release Director is published under the CC0-1.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.7k tokens (SKILL.md is roughly 11k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Release Director: Distributed Triage (pytorch/pytorch, 104k stars), Creative Director (nexu-io/open-design, 100k stars), Agent Adaptive Coordinator (ruvnet/ruflo, 74k stars) and Agent Consensus Coordinator (ruvnet/ruflo, 74k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
bitwize-music-studio (a GitHub organization) maintains it in bitwize-music-studio/claude-ai-music-skills, which has 544 GitHub stars. The repository holds 51 skills in this directory. The repository was last updated on October 7, 2026.
Source: bitwize-music-studio/claude-ai-music-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.