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 instructions/jterratsdev/ableton-live-mcp/agents-mdgit clone --depth 1 https://github.com/jterratsdev/ableton-live-mcpWrote 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/instructions/jterratsdev/ableton-live-mcp/agents-md)<a href="https://agentmods.dev/instructions/jterratsdev/ableton-live-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/jterratsdev/ableton-live-mcp/agents-md.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 | $0.02745 | $0.02745 |
| Opus 5 | $0.01373 | $0.01373 |
| Sonnet 5 | $0.00549 | $0.00549 |
| Haiku 4.5 | $0.00275 | $0.00275 |
Grade A, and why
ableton-live-mcp AGENTS.md 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 3d 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 — 145 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Open Orchestra Runtime Bootstrap
Runtime target: Codex. Reference Open Orchestra from AGENTS.md so local CLI work follows workflow gates.
Non-Negotiable Runtime Rules
These rules are non-negotiable. Follow them in every conversation and every work block:
- Use Orchestra for all project work: planning, implementation, fixes, reviews, QA, release, CI, research, and documentation.
- Do not edit files, run implementation work, or dispatch agents before a matching Orchestra task exists and a workflow run is active.
- Always run the runtime health preflight, inspect active tasks, and validate pre-run context before work.
- If a gate is paused, stop and wait for explicit user approval before continuing.
- Record real evidence: commands, files, outputs, logs, screenshots, traces, or explicit deferred-risk rationale.
- Never treat simulated handoffs, generated summaries, or workflow state alone as proof of completed QA.
- Never push, tag, publish, or deploy without explicit user instruction.
Use Open Orchestra as the local control plane when .agent-workflow/ exists.
The active LLM runtime is the parent agent. Orchestra renders spawn requests and records lifecycle; it does not call provider APIs directly.
Orchestra Workflow — Required for All Work
Every piece of work — feature, bug fix, architecture decision, stack definition, PO refinement, or research spike — MUST go through the Orchestra workflow. Do not start any work without a registered task and a running workflow.
Managed Work Routing for External Runtimes
External runtimes and provider-backed agents — including Claude, Codex, Cursor, VS Code, Windsurf, OpenCode, and generic LLM runners — must infer managed work intent from natural language.
When the user asks to implement, fix, review, release, deploy, plan, research, investigate, spike, groom, estimate, validate, QA, or document work in a project with .agent-workflow/, route the request through Orchestra instead of executing ad hoc.
The required routing sequence is:
- Load workspace state with
orchestra health --jsonandorchestra task list --json --status pending,blocked,in_progress. - Reuse the matching active task when one exists; otherwise create or refine a task with
orchestra task addbefore doing implementation, research, or provider calls. - Record the estimate and run
orchestra validate --pre-run --task <ID> --json; if context is missing, resume or register the workflow before editing files. - Start or resume the workflow with
orchestra workflow run --task <ID> --gates phaseororchestra workflow run --task <ID> --resume <run-id>. - If acceptance criteria, sizing, or gate approval is missing, stop and record clarification/review instead of bypassing the workflow. This hardening is for external runtimes. The local provider/backbone path may stay tightly coupled to Orchestra internals, but it must not be used as a precedent for Claude, Codex, Cursor, VS Code, Windsurf, OpenCode, or generic provider behavior.
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.
- 3d ago First seen · 145 lines · 2,745 tokens per session scan A ca348a8005c7
ableton-live-mcp AGENTS.md is an instructions file published in the GitHub repository jterratsdev/ableton-live-mcp (0 stars, last pushed 10d ago), licensed MIT. It adds 2,745 tokens to every session, about $0.0137 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 2026-08-31.
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