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 rules/perniemann/pncore/pn-python-backendgit clone --depth 1 https://github.com/perniemann/pnCoreWhat 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 | $0.00000 | $0.00810 |
| Opus 5 | $0.00000 | $0.00405 |
| Sonnet 5 | $0.00000 | $0.00162 |
| Haiku 4.5 | $0.00000 | $0.00081 |
Grade A, and why
pn-python-backend scanned grade A with 1 finding 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 yesterday.
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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
- **Blocking in async context**: `requests.get(...)` inside an `async def` route stalls all concurrent requests. How it starts
The opening of the file, as written. The whole thing — 44 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Python / backend rules
Style and typing
- Type hints on all public functions and class methods — parameters and return type. Use built-in generics (
list[str],dict[str, int],X | None) nottyping.List,typing.Optional(Python 3.10+). - Use
pydanticmodels for all request/response shapes in FastAPI; use dataclasses or pydantic for structured config. - Prefer small functions with single responsibility. Classes for stateful services; functions for pure transformations.
- Use
pathlib.Pathfor file paths. Never string-concatenate paths. - Follow PEP 8: snake_case for functions/variables, PascalCase for classes, UPPER_SNAKE for module-level constants.
Async
- FastAPI routes should be
async defwhen they perform I/O (DB, HTTP, Redis). Usesynconly for CPU-bound work. - Use
asyncio-native libraries in async routes (asyncpg,httpx,motor). Never call blocking I/O (stdlibrequests,psycopg2sync) from an async route handler — it blocks the event loop. - For background jobs: use
BackgroundTasks(FastAPI) or a task queue (Celery, ARQ, dramatiq); do not fire-and-forget withasyncio.create_taskin request scope without error handling.
Secrets and config
- All config and secrets from environment variables (
os.getenv,os.environ). Never hardcode keys or passwords in source. - Use
pydantic-settings(BaseSettings) for typed, validated config at startup. Validate required vars at import, not lazily. - Keep a
.env.example; never commit.envto git. Usepython-dotenvonly in development.
Error handling
- Catch specific exceptions, not bare
except:or broadexcept Exception:. - In FastAPI: raise
HTTPExceptionfor operational errors; use exception handlers (@app.exception_handler) for centralized formatting. - Return consistent JSON error shapes:
{ "error": { "code": str, "message": str, "requestId": str } }. - Use structured logging (
structlogorloggingwith JSON formatter). Includerequest_id,user_idin log context.
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.
- yesterday First seen · 44 lines · 0 tokens per session scan A 4c2251869ecd
pn-python-backend is a cursor rule published in the GitHub repository perniemann/pnCore (0 stars, last pushed 2d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 810 tokens. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other cursor rules, from other repositories
engine-internals
Coding Agent engine implementation details (Cursor + Claude Code) — reference when modifying engine.ts or debugging Agent behavior.
archcore-files
Enforce MCP-only operations when working with .archcore/ files.
cursorrules
Use the latest version of Shadcn to install new components, like this command to add a button component.
x402-coding
@dexterai/x402 SDK conventions and hosted-only OpenDexter tool usage.
agent-models
Agent model registry. Defines which model to use per role. Use [MODEL:X] signal to reference a role anywhere delegation occurs.
secure-dev-python
These rules apply to all Python code in the repository and aim to prevent common security risks through disciplined use of input validation, output encoding, and safe APIs.