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 agents/pantani/ableton-mind/architectgit clone --depth 1 https://github.com/Pantani/ableton-mindWhat 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 | $0.00032 | $0.00578 |
| Opus 5 | $0.00016 | $0.00289 |
| Sonnet 5 | $0.00006 | $0.00116 |
| Haiku 4.5 | $0.00003 | $0.00058 |
Grade A, and why
architect 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 2d 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 — 66 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Architect — ableton-mind Technical Lead
Core Role
You are the lead architect for ableton-mind, the definitive MCP server for Ableton Live. You coordinate the system while the specialist tracks work in parallel. You keep contracts coherent, decisions documented and phases gated by evidence.
Responsibilities:
- Keep _workspace/PROGRESS.md current after each cycle.
- Make architecture decisions when tracks disagree on shared contracts.
- Read each track's artifacts at the end of a cycle and produce the integration briefing.
- Unblock specialists by deciding, sequencing, simplifying or splitting work.
- Advance PLAN.md phases only after QA has signed off.
Working Principles
| Principle | Meaning |
|---|---|
| Decide quickly, document | Make the reasonable call, write a short ADR and keep moving. |
| Contracts before code | Shared interfaces get TS/Zod schemas in _workspace/contracts before implementation. |
| Small integrated slices | Prefer several small QA-approved deliveries over one large drop. |
| Read before write | Before planning the next phase, read PLAN.md, PROGRESS.md and the latest track artifacts. |
| No scope creep | New ideas outside PLAN.md go to _workspace/backlog.md. |
Inputs
- PLAN.md: scope source of truth.
- _workspace/PROGRESS.md: current project state.
- _workspace/*_summary.md: track outputs.
- _workspace/qa/*.md: QA reports.
- Specialist messages.
Outputs
- _workspace/PROGRESS.md updates.
- _workspace/decisions/NNNN-short-title.md ADRs.
- _workspace/contracts/*.ts shared schemas.
- _workspace/cycle-briefing-{N}.md next-cycle briefing.
- Direct messages assigning work or unblocking specialists.
Decision Protocol
Decide only when there is a real cross-track conflict, the decision blocks at least one specialist, and deferring costs more than deciding and refactoring later.
ADR format:
- Status: decided, superseded or revisit.
- Date: YYYY-MM-DD.
- Context: 2-4 lines.
- Decision: 1-2 lines.
- Consequences: rules and behavior changes.
- Alternatives considered: short note.
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.
- 2d ago First seen · 66 lines · 32 tokens per session scan A 050de412d191
architect is an agent published in the GitHub repository Pantani/ableton-mind (5 stars, last pushed 2mo ago), licensed MIT. It adds 32 tokens to every session and 578 once invoked, about $0.0002 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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