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/dreamrec/livepilot/livepilot-evaluationnpx skills add dreamrec/LivePilot --skill livepilot-evaluationgit clone --depth 1 https://github.com/dreamrec/LivePilotWrote 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/dreamrec/livepilot/livepilot-evaluation)<a href="https://agentmods.dev/skills/dreamrec/livepilot/livepilot-evaluation"><img src="https://agentmods.dev/badge/skills/dreamrec/livepilot/livepilot-evaluation.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 5.1 | $0.00059 | $0.02799 |
| Opus 5 | $0.00030 | $0.01399 |
| Sonnet 5 | $0.00012 | $0.00560 |
| Haiku 4.5 | $0.00006 | $0.00280 |
Grade A, and why
livepilot-evaluation 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.
The source is not reproduced here
A licence we could not identify
The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.
What ships with it
3 files 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.
- 5d ago First seen · 198 lines · 59 tokens per session scan A 41ce94f9e0fc
livepilot-evaluation is a skill published in the GitHub repository dreamrec/LivePilot (67 stars, last pushed 2d ago), with no licence file. It adds 59 tokens to every session and 2,799 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.
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".
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".
reference-match
Use when the user references another track they want to emulate the vibe/sound of. Examples - "make this sound like Ólafur Arnalds", "I want a Tame Impala vibe", "match the mix of Kendrick's Money Trees". Translates artist/track references into actionable production decisions.