Borrowing it
Nothing to install: this file belongs to ntworm/ableton-mcp-server. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/ntworm/ableton-mcp-server/main/.agents/skills/drum-groove-intelligence/SKILL.mdgit clone --depth 1 https://github.com/ntworm/ableton-mcp-serverWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/ntworm/ableton-mcp-server/drum-groove-intelligence)<a href="https://agentmods.dev/skills/ntworm/ableton-mcp-server/drum-groove-intelligence"><img src="https://agentmods.dev/badge/skills/ntworm/ableton-mcp-server/drum-groove-intelligence/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/ntworm/ableton-mcp-server/drum-groove-intelligence"><img src="https://agentmods.dev/badge/skills/ntworm/ableton-mcp-server/drum-groove-intelligence.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00052 | $0.00326 |
| Opus 5.5 | $0.00021 | $0.00130 |
| Sonnet 5.5 | $0.00010 | $0.00065 |
| Haiku 4.5 | $0.00005 | $0.00033 |
Grade A, and why
drum-groove-intelligence scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
Drum Groove Intelligence
Fluxo MCP: search -> evidence -> generate/compare -> apply. Trate
artifact_id como opaco e confirme o alvo e o slot vazio antes de aplicar.
Esta skill é somente orientação: não executa SQL nem comandos externos por conta
própria.
Keep Groove Intelligence local and card-based: the deterministic core is always available, neural generation is optional and must fall back without changing the response contract, and artifact/seed/cursor IDs are opaque.
Generation is reproducible from the seed, transforms, bundle, and parent IDs.
The primary source plus up to seven references form one bounded parent set;
incompatible PPQ, meter, or rights are explicit rejections, not silent
degradation. The six transform axes are density, syncopation, swing,
microtiming, energy, and complexity.
Before groove_apply, preview mapping and confirm the explicit track, clip slot,
kit profile, and (when needed) source track/channel. Commit once. A partial or
unknown receipt means inspect Live and do not retry.
Read references/workflow.md for the efficient MCP workflow, taxonomy/projection details, bounds, and current V1 JSON envelopes.
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2mo ago First seen · 29 lines · 52 tokens per session scan A 4b5c08753886
drum-groove-intelligence is a skill published in the GitHub repository ntworm/ableton-mcp-server (4 stars, last pushed 2d ago), licensed MIT. It adds 52 tokens to every session and 326 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other skills, from other repositories
ableton-live
Connect and operate the Loophole Bridge (Ableton Live MCP server). Use when the user wants to check Live/bridge prerequisites, wire an MCP client to Loophole, or run a Live editing recipe (humanize, build arrangement, batch rename, chord from prompt). Triggers: "is my Ableton bridge working", "set up loophole"…
groove-builder
Use when the user wants drum patterns by genre - kick, snare, hi-hat, percussion. Examples - "give me a trap beat", "house drum pattern", "DnB drums at 174", "lo-fi drums with swing", "boom-bap pattern".
mastering-prep
Use when the user is finishing a track and wants to check it's ready to send to a mastering engineer or for self-mastering. Audits headroom, peak levels, mono compatibility, frequency balance, LUFS. Examples - "is this ready to master?", "audit my mix before export", "check my levels".
midi-cleanup
Use when the user asks to humanize a MIDI part, fix voice leading, quantize notes, clean up timing, fix stuck/duplicate notes, or generally polish a MIDI clip they recorded or wrote. Examples - "humanize this hat", "voice these chords better", "the timing is too stiff", "fix the voice leading on the strings".
mixer-doctor
Use when the user describes a mix problem ("muddy", "harsh", "no headroom", "vocals get lost", "kick and bass fighting") or asks for a mix audit. Diagnoses the issue from session state and proposes specific corrective moves with EQ, compression, sends, and routing.
producer-mode
Use when the user asks to set up tracks, pick instruments, scaffold an arrangement, build a project template, or describe a track they want to make in Ableton Live. Examples - "make me a 4-bar lo-fi loop", "set up a film score template", "I want to start a hip-hop beat in C minor".