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/ansys/pymapdl/agents-mdgit clone --depth 1 https://github.com/ansys/pymapdlWhat 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 | $0.02004 | $0.02004 |
| Opus 5 | $0.01002 | $0.01002 |
| Sonnet 5 | $0.00401 | $0.00401 |
| Haiku 4.5 | $0.00200 | $0.00200 |
Grade A, and why
pymapdl 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 — 227 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md
Instructions for AI coding agents working in the PyMAPDL repository.
This is the single source of truth; CLAUDE.md just points here.
PyMAPDL (ansys-mapdl-core) is the Python client library for Ansys MAPDL.
Repository layout
| Path | Content |
|---|---|
src/ansys/mapdl/core/ |
Library source |
src/ansys/mapdl/core/_commands/ |
Auto-generated. Never edit. |
src/ansys/mapdl/core/mapdl_extended.py |
_MapdlCommandExtended: where MAPDL command behavior is overridden |
src/ansys/mapdl/core/launcher/ |
Launching and connecting to MAPDL |
tests/ |
Test suite; shared fixtures and helpers in tests/conftest.py |
doc/source/ |
Sphinx documentation |
doc/changelog.d/ |
Towncrier changelog fragments (generated by CI/CD; do not add) |
examples/ |
Gallery examples |
.github/agents/ |
Specialized agent definitions |
Environment
Use uv for everything. Fall back to the repository .venv only if uv fails.
uv sync --all-extras # install dependencies
uv run pytest # run tests
uv run pre-commit install # install hooks (once)
uv run pre-commit run --all-files
Supported Python: 3.10 - 3.14.
Hard constraints
- Never modify anything under
src/ansys/mapdl/core/_commands/. To change the behavior of a MAPDL command, override it in_MapdlCommandExtendedinsrc/ansys/mapdl/core/mapdl_extended.py. - Never break backward compatibility. Deprecate instead, with a warning and a removal version.
- Never add files to
doc/changelog.d/. Changelog fragments are generated automatically by CI/CD when the pull request is opened. - Never commit secrets, credentials, or license server details.
- Pre-commit must pass before every commit. It is mandatory and runs
black,isort,flake8,mypy,codespell,numpydoc-validation,bandit, license headers, and more.
Code style
- PEP 8, enforced by
blackandisort(profile = "black"). - Type hints on new public APIs.
mypyruns onsrc/through pre-commit. - No bare
except:and no overly broad exception handling. Catch the specific exception, or the narrowest useful base class. - Group nested context managers:
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 · 227 lines · 2,004 tokens per session scan A 505514d4431b
pymapdl AGENTS.md is an instructions file published in the GitHub repository ansys/pymapdl (513 stars, last pushed 4d ago), licensed MIT. It adds 2,004 tokens to every session, about $0.0100 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 instructions, from other repositories
rune CLAUDE.md
Instructions for Rune-kit/rune, covering rune — project configuration, tech stack, directory structure, mandatory skill routing and conventions.
mesh-api AGENTS.md
AGENTS.md instructions for mr-tbot/mesh-api, covering mesh-api — agent guide, build / run, architecture, adding an extension and conventions & pitfalls.
bproc-pubvis AGENTS.md
AGENTS.md instructions for hummat/bproc-pubvis, covering agents.md, conventions, project overview, development commands and setup.
agent-comms AGENTS.md
AGENTS.md instructions for ExaDev/agent-comms, a project described as: Cross-harness communication mesh for LLM agents. Rooms, DMs, presence, and visibility.
agent-comms CLAUDE.md
Claude Code instructions for ExaDev/agent-comms, a project described as: Cross-harness communication mesh for LLM agents. Rooms, DMs, presence, and visibility.
ansys-aedt-mcp AGENTS.md
AGENTS.md instructions for LaplaceYoung/ansys-aedt-mcp, a project described as: MCP server for Ansys Electronics Desktop automation with PyAEDT, HFSS, Maxwell, Q3D, Icepak, native AEDT APIs, reports, sweeps, and simulation workflows.