Cut Release
jfernandez/bpftop
Cut a new versioned release of bpftop — pick the version, open a version-bump PR, sign-tag the merge commit on main, and draft GitHub release notes in the project's established format.
Researches project histories, changelogs, developer interviews, and open source documentation.
$ npx skills add bitwize-music-studio/claude-ai-music-skills --skill researchers-tech -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install bitwize-music-studio/claude-ai-music-skills researchers-tech --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/researchers-tech .claude/skills/researchers-tech && 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 "researchers-tech" agent skill from https://github.com/bitwize-music-studio/claude-ai-music-skills/tree/main/skills/researchers-tech into .claude/skills/researchers-tech/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "researchers-tech", 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/researchers-techType 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 researchers-tech -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install bitwize-music-studio/claude-ai-music-skills researchers-tech --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/researchers-tech .agents/skills/researchers-tech && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "researchers-tech" agent skill from https://github.com/bitwize-music-studio/claude-ai-music-skills/tree/main/skills/researchers-tech into .agents/skills/researchers-tech/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "researchers-tech", 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 researchers-tech -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install bitwize-music-studio/claude-ai-music-skills researchers-tech --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/researchers-tech .cursor/skills/researchers-tech && 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 "researchers-tech" agent skill from https://github.com/bitwize-music-studio/claude-ai-music-skills/tree/main/skills/researchers-tech into .cursor/skills/researchers-tech/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "researchers-tech", 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/researchers-tech--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 researchers-tech -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install bitwize-music-studio/claude-ai-music-skills researchers-tech --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/researchers-tech .gemini/skills/researchers-tech && 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 "researchers-tech" agent skill from https://github.com/bitwize-music-studio/claude-ai-music-skills/tree/main/skills/researchers-tech into .gemini/skills/researchers-tech/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "researchers-tech", 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 researchers-techInstalls 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 researchers-tech -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/researchers-tech .github/skills/researchers-tech && 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 "researchers-tech" agent skill from https://github.com/bitwize-music-studio/claude-ai-music-skills/tree/main/skills/researchers-tech into .github/skills/researchers-tech/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "researchers-tech", 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 researchers-tech -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 researchers-tech --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/researchers-tech .opencode/skills/researchers-tech && 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 "researchers-tech" agent skill from https://github.com/bitwize-music-studio/claude-ai-music-skills/tree/main/skills/researchers-tech into .opencode/skills/researchers-tech/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "researchers-tech", 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.
researchers-techResearches project histories, changelogs, developer interviews, and open source documentation.
Researchers Tech is an agent skill from bitwize-music-studio/claude-ai-music-skills. Researches project histories, changelogs, developer interviews, and open source documentation. Use when the album subject involves technology projects or developer stories.
Its SKILL.md is about 2.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `PROJECT_RESEARCH.md`).
It sits in Development, covering Changelog and release notes. It works with Linux. The repository describes itself as: Human + AI music production workflow for Suno - skills, templates, and tools. The licence is CC0-1.0.
4 steps, taken from the first numbered list 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:
ReadEditWriteGrepGlobWebFetchWebSearchFrom allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
gitFrom the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
lwn.netkernel.orgdebian.orgredhat.comwiki.archlinux.orglkml.orglists.debian.orglists.gnu.orgweb.archive.orggroups.google.comtwit.tvchangelog.comevents.linuxfoundation.orgarstechnica.comtheregister.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.
Researchers Tech loads about 2.1k tokens when it runs. Until then it costs about 47 tokens; SKILL.md has 749 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 found no risky patterns in SKILL.md.
Automated 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). 749 words, ~2,083 tokens.
.claude/skills/researchers-tech/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Research topic: $ARGUMENTS
When invoked:
You are a technical documentation specialist for documentary music projects. You research open source projects, software history, developer interviews, and technical communities.
Parent agent: See ${CLAUDE_PLUGIN_ROOT}/skills/researcher/SKILL.md for core principles and standards.
Override preferences: If {overrides}/research-preferences.md exists, apply those standards (minimum sources, depth, etc.) to your domain-specific research.
Tier 1 (Primary Sources):
Tier 2 (Developer Community):
Tier 3 (Journalism/Analysis):
Linux kernel: https://www.kernel.org/ Debian: https://www.debian.org/ Red Hat: https://www.redhat.com/ Arch Wiki: https://wiki.archlinux.org/
What to find:
LKML (Linux Kernel): https://lkml.org/ Debian Lists: https://lists.debian.org/ GNU Lists: https://lists.gnu.org/
What to find:
Archive.org: https://web.archive.org/ Google Groups: https://groups.google.com/ (Usenet archives) LWN.net: https://lwn.net/ (Linux/FOSS news since 1998)
What to find:
FLOSS Weekly: https://twit.tv/shows/floss-weekly Changelog Podcast: https://changelog.com/podcast Linux Foundation Events: https://events.linuxfoundation.org/
What to find:
Ars Technica: https://arstechnica.com/ LWN.net: https://lwn.net/ The Register: https://www.theregister.com/ Bradford Morgan White: https://www.abortretry.fail/
What to find:
Git history (if public):
git log --oneline --since="1993-01-01" --until="1994-12-31"Release dates:
What to extract:
Search patterns:
"[name]" interview site:youtube.com"[name]" "[project]" podcast"[name]" conference talk"[name]" mailing list site:lists.[project].orgWhat to extract:
For corporate acquisitions:
What to extract:
When you find tech sources, report:
## Tech Source: [Type]
**Project/Subject**: [Name]
**Source Type**: [Official docs/Interview/Mailing list/etc.]
**Title**: "[Title if applicable]"
**Author**: [Name if known]
**Date**: [Date]
**URL**: [URL]
### Key Facts
- [Fact 1 - dates, versions, names]
- [Fact 2 - technical details]
- [Fact 3 - community/governance]
### Quotes
> "[Exact quote from source]"
> — [Name], [Source], [Date]
> "[Another quote]"
> — [Name], [Source], [Date]
### Timeline Events
- [Date]: [Event]
- [Date]: [Event]
### Technical Details
- **First release**: [Date, version]
- **Current status**: [Active/Abandoned/Acquired]
- **Key contributors**: [Names]
- **Philosophy**: [Core principles]
### Lyrics Potential
- **Origin story**: [How it started]
- **Human drama**: [Conflicts, departures, comebacks]
- **Quotable phrases**: [Technical terms that sound good]
- **Numbers**: [Users, downloads, years maintained]
### Verification Needed
- [ ] [What to double-check]Technical terms that work in lyrics:
| Term | Meaning | Lyric Use |
|---|---|---|
| Fork | Split from original project | "Forked the code, went their own way" |
| Kernel | Core of OS | "Down to the kernel" |
| Compile | Build from source | "Compile from source, make it yours" |
| Rolling release | Continuous updates | "Rolling release, never stops" |
| Upstream | Original project | "Send it upstream" |
| Patch | Code fix | "Patch the holes" |
| Maintainer | Project steward | "Solo maintainer, thirty years" |
| GPL | License type | "GPL, free as in freedom" |
| Root | Admin access | "Got root" |
| Dependency | Required software | "Dependencies resolved" |
Key research points:
Albums: Distros
Key research points:
Albums: The Dragon (Kali)
Key research points:
Albums: Various potential
When quoting mailing lists:
When using chat logs:
When using talks:
Your deliverables: Source URLs, founder quotes, verified dates, technical details, and human drama for lyrics.
© 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/researchers-tech of bitwize-music-studio/claude-ai-music-skills.
Open the folder on GitHubat commit 58f32c2
Researchers Tech 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 |
|---|---|---|---|---|---|---|
| Researchers Tech this skillbitwize-music-studio/claude-ai-music-skills | 544 | — | ~2.1k | Automated safety check: Pass | CC0-1.0 | |
| Cut Releasejfernandez/bpftop | 2.7k | — | ~2k | Automated safety check: Pass | Apache-2.0 | |
| Prepare Releaseneetly/figma-agent-linux | 396 | — | ~833 | Automated safety check: Pass | MIT | |
| Prosestatic-web-server/static-web-server | 2.4k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | |
| Release NotesMikalaiBarysevich/CleverSwitch | 117 | — | ~975 | Automated safety check: Pass | GPL-3.0 | |
| Commitmanhpham90vn/Deskhub | 133 | — | ~978 | Automated safety check: Pass | MIT |
jfernandez/bpftop
Cut a new versioned release of bpftop — pick the version, open a version-bump PR, sign-tag the merge commit on main, and draft GitHub release notes in the project's established format.
neetly/figma-agent-linux
Prepare a new figma-agent-linux release by updating the package version, changelog, and release links, then validating the changes.
static-web-server/static-web-server
Write or edit human-readable text for the Static Web Server (SWS) project — commit messages, CHANGELOG entries, PR descriptions, issue bodies, rustdoc comments, CLI help text, READMEs, and user docs…
MikalaiBarysevich/CleverSwitch
Generate GitHub release notes for unreleased CleverSwitch tags in the established repo format.
manhpham90vn/Deskhub
Write a Deskhub commit message. An agent skill from manhpham90vn/Deskhub.
quests-org/quests
Generate changelog from git commits
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.
Works with
Categories
Researches project histories, changelogs, developer interviews, and open source documentation. Researchers Tech is an agent skill from bitwize-music-studio/claude-ai-music-skills. Researches project histories, changelogs, developer interviews, and open source documentation.
Researchers Tech fits situations like: the album subject involves technology projects; developer stories.
Run `npx skills add bitwize-music-studio/claude-ai-music-skills --skill researchers-tech -a claude-code`. Or copy the skill folder (skills/researchers-tech in bitwize-music-studio/claude-ai-music-skills) into .claude/skills/researchers-tech 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 researchers-tech -a codex`. Or copy the skill folder (skills/researchers-tech in bitwize-music-studio/claude-ai-music-skills) into .agents/skills/researchers-tech 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 researchers-tech -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/researchers-tech, .gemini/skills/researchers-tech, .github/skills/researchers-tech and .opencode/skills/researchers-tech in your project.
Going by SKILL.md and its folder, Researchers Tech needs the command-line tools its instructions call (git). Its frontmatter pre-approves these tools: Read, Edit, Write, Grep, Glob, WebFetch, WebSearch.
SKILL.md names 15 domains. As links in the text: lwn.net, kernel.org, debian.org, redhat.com, wiki.archlinux.org, lkml.org, lists.debian.org, lists.gnu.org, web.archive.org, groups.google.com, twit.tv, changelog.com, events.linuxfoundation.org, arstechnica.com and theregister.com. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Researchers Tech 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 2.1k tokens (SKILL.md is roughly 8.3k 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 Researchers Tech: Cut Release (jfernandez/bpftop, 2.7k stars), Prepare Release (neetly/figma-agent-linux, 396 stars), Prose (static-web-server/static-web-server, 2.4k stars) and Release Notes (MikalaiBarysevich/CleverSwitch, 117 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.