Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/glincker/ableton-skills/reference-matchnpx skills add glincker/ableton-skills --skill reference-matchgit clone --depth 1 https://github.com/glincker/ableton-skillsWrote 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/glincker/ableton-skills/reference-match)<a href="https://agentmods.dev/skills/glincker/ableton-skills/reference-match"><img src="https://agentmods.dev/badge/skills/glincker/ableton-skills/reference-match.svg" alt="Measured on agentmods" 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 | $0.00065 | $0.01080 |
| Opus 5 | $0.00032 | $0.00540 |
| Sonnet 5 | $0.00013 | $0.00216 |
| Haiku 4.5 | $0.00006 | $0.00108 |
Grade A, and why
reference-match 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 5d 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.
How it starts
The opening of the file, as written. The whole thing — 75 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Reference Match
Translate a reference track or artist into concrete production choices. We do not download or analyze copyrighted audio. We use known sonic signatures and the user's own ears.
Workflow
1. Identify the reference
Ask if not given: "Which track or artist? And which aspect — the arrangement, the mix, the sound design, or the overall vibe?"
2. Pull the sonic signature from common knowledge
Map the reference to its known characteristics. Examples:
| Reference | Signature |
|---|---|
| Ólafur Arnalds | Felt piano, string ensemble (often Spitfire), tape saturation, slow tempo (60-80), minor key, sparse arrangement, long reverb tails, microphone proximity sound |
| Tame Impala (Currents-era) | LinnDrum patterns, OP-1 synths, heavy chorus on guitar, vocoded vocals, sidechained bass, 60-90 BPM, vintage drum saturation |
| Bonobo | Live percussion + electronic drums, jazz harmony, vinyl crackle textures, mid-tempo (90-110), wide stereo, heavy use of sample chops |
| Burial | Vinyl/cassette texture, rain/atmosphere, pitched-up vocal samples, sub bass, garage-2step rhythm, lo-fi hihats, minor 7 chords |
| Kendrick (DAMN era) | 808 sub, trap hi-hats, jazz samples, vocal layering, heavy compression, mid-side EQ for vocal width |
| Billie Eilish (early) | Whisper vocal up close, sparse 808, finger snaps, sub-heavy mix, heavy automation, breath sounds intentionally left in |
| Skrillex | Heavy modulation on bass (vocal-formant LFOs), drops with stutter edits, 14k+ shimmer on leads, super-wide stereo, side-chained pump |
| Hans Zimmer | Massive low brass (often layered with synth), Trinity choir (low + bright), pulsing ostinatos, slow chord swells, 1-second+ reverb tails |
| Lo-fi hip hop (Lofigirl-style) | Wurlitzer/Rhodes, jazz chords, vinyl crackle, tape saturation, 70-90 BPM, 50% wet drums, swung 16ths |
3. Translate to action
For each aspect the user cares about, propose moves:
Arrangement
- Match section structure (Bonobo = long intros; Skrillex = constant motion)
- Match density (Billie = sparse, Skrillex = dense)
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.
- 5d ago First seen · 75 lines · 65 tokens per session scan A 1c0d60921bef
reference-match is a skill published in the GitHub repository glincker/ableton-skills (22 stars, last pushed 12d ago), licensed MIT. It adds 65 tokens to every session and 1,080 once invoked, about $0.0003 per session on Opus 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 2026-08-30.
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