Borrowing it
Nothing to install: this file belongs to PyAutoLabs/PyAutoNerves. 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/PyAutoLabs/PyAutoNerves/main/AGENTS.mdgit clone --depth 1 https://github.com/PyAutoLabs/PyAutoNervesWrote 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/pyautolabs/pyautonerves/agents-md)<a href="https://agentmods.dev/instructions/pyautolabs/pyautonerves/agents-md"><img src="https://agentmods.dev/badge/instructions/pyautolabs/pyautonerves/agents-md/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/instructions/pyautolabs/pyautonerves/agents-md"><img src="https://agentmods.dev/badge/instructions/pyautolabs/pyautonerves/agents-md.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 | $0.02943 | $0.02943 |
| Opus 5.5 | $0.01177 | $0.01177 |
| Sonnet 5.5 | $0.00589 | $0.00589 |
| Haiku 4.5 | $0.00294 | $0.00294 |
Grade A, and why
PyAutoNerves 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 26d 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 — 202 lines — stays where its author put it; the contents beside it link to each section on GitHub.
PyAutoNerves — Agent Instructions
Canonical, agent-agnostic instructions for this repo. CLAUDE.md imports this
file; any tool that does not process @-imports should read this directly.
This repo is the Nerves organ of the PyAuto organism — the base
configuration/serialization layer (autonerves) that every scientific library
imports. It is a full organ (promoted to the seventh organ 2026-07); the
organism map below is generated from PyAutoMind/repos.yaml.
The organism map
You are one organ of the PyAuto organism — an agentic ecosystem for
human-led, natural-language software development. The organs below are
peer repositories; this repo is one of them, not a part of another.
Canonical boundaries live in PyAutoBrain/ORGANISM.md; the full body map
(every repo, not just organs) is PyAutoMind/repos.yaml.
| Organ | Repo | Role |
|---|---|---|
| Brain | PyAutoBrain | Reasoning/orchestration layer; how work is decomposed and routed; the specialist agents. |
| Broca | PyAutoBroca | Assistant evaluation history, upkeep evidence, collection receipts and an operational dashboard. Brain interprets; Mind tracks fixes; public assistants remain independent. |
| Mind | PyAutoMind | Intent, goals, priorities, workflow state; every task starts as a markdown prompt here. |
| Cortex | PyAutoCortex | The Cortex — what is true in the science: the body map (projects.yaml) and one ledger per science project (runs, results, learnings, where to pick up); the science mirror of the Mind. |
| Memory | PyAutoMemory | Long-term scientific/software/project knowledge (see science pointer below). |
| Eyes | PyAutoEyes | The Eyes — cross-project visualization dashboard over the <lib>_visualization repos: their registry, the gallery/viz_manifest.yaml read contract and the Pages board linking their PNGs. Renders and copies nothing, never judges figures (the Brain's Eyes conductor does) and never edits plot code. |
| Ears | PyAutoEars | The Ears — community listening: read-only public conversation collection, the versioned community snapshot contract, coverage receipts and the dashboard. GitHub stays authoritative; Brain's Community conductor judges and drafts replies; never posts, labels, files issues or exports transcripts. |
| Heart | PyAutoHeart | Health/readiness — the authoritative "is it safe to release?" verdict. |
| Hands | PyAutoHands | Packaging, tagging, notebook generation, PyPI release execution. |
| Pulse | PyAutoPulse | The Pulse — cross-project profiling dashboard over the <lib>_profiling repos: campaign intent, instance registry, the versioned profiling-summary read contract, ingest receipts and the Pages board. Validates the contract only; never judges, scores or issues verdicts (the Brain's profiling conductor judges). |
| Insight | PyAutoInsight | Inference campaign intent, the cross-project inference instance registry, the versioned inference-summary read contract, ingest receipts and the evidence dashboard. Projects execute, Cortex records the science, Mind owns task state; never infers scientific acceptance or submits compute. |
| DNA | PyAutoDNA | Software-stack specifications, environment inventory receipts, support rationale, upgrade campaigns and adoption history. Brain coordinates, Heart validates readiness, Hands releases, Nerves enforces runtime compatibility; collection never upgrades environments. |
| Nerves | PyAutoNerves | The Nerves — the configuration/serialization layer connecting workspace conventions to libraries (layered config, version handshake, test_mode), delivered as the autonerves package. |
| Gut | PyAutoGut | Lifecycle of condemned self-material (stale branches, stashes, dead code/tests): held as recoverable git refs through a transit window, voided on a sweep. The storage mirror of Memory. |
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.
- 26d ago Changed · +2 lines · +88 tokens per session f11b7166e2ee
- 29d ago Changed · -253 tokens per session 4cd5c875f4cf
- 1mo ago Changed · +13 lines · +118 tokens per session 5c156b137b6b
- 1mo ago Changed · +2 lines · +185 tokens per session 2c0c2df1705b
- 1mo ago Changed · +1 lines · +158 tokens per session daae9bd39a29
- 1mo ago Changed · +16 tokens per session 35c25163c5ec
- 1mo ago Changed · +27 tokens per session 9b1a4f44da10
- 1mo ago Changed · +28 lines · +424 tokens per session 1e91186e0baa
- 1mo ago Changed · +20 lines · +289 tokens per session 9631f894c682
- 1mo ago First seen · 136 lines · 1,891 tokens per session scan A 863291d5323d
PyAutoNerves AGENTS.md is an instructions file published in the GitHub repository PyAutoLabs/PyAutoNerves (2 stars, last pushed yesterday), licensed MIT. It adds 2,943 tokens to every session, about $0.0118 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.
PyAutoNerves AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| PyAutoNerves AGENTS.mdPyAutoLabs/PyAutoNerves | Instructions file | 2 | yesterday | MIT | A | 2,943 | Codex, OpenCode |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | yesterday | MIT | A | 7,461 | Codex, OpenCode |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | yesterday | MIT | A | 4,680 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 5,516 | GitHub Copilot |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 274k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |