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 skills/jiatastic/open-python-skills/error-handlingnpx skills add jiatastic/open-python-skills --skill error-handlinggit clone --depth 1 https://github.com/jiatastic/open-python-skillsWhat 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 | $0.00095 | $0.01705 |
| Opus 5 | $0.00048 | $0.00852 |
| Sonnet 5 | $0.00019 | $0.00341 |
| Haiku 4.5 | $0.00010 | $0.00170 |
Grade A, and why
error-handling 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 — 231 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Error Handling
Production-ready error handling for Python APIs using the Let it crash philosophy.
Design Philosophy
Let it crash - Don't be defensive. Let exceptions propagate naturally and handle them at boundaries.
# BAD - Too defensive, obscures errors
@app.get("/users/{user_id}")
async def get_user(user_id: int):
try:
user = await user_service.get(user_id)
if not user:
raise HTTPException(404, "Not found")
return user
except DatabaseError as e:
raise HTTPException(500, "Database error")
except Exception as e:
logger.exception("Unexpected error")
raise HTTPException(500, "Internal error")
# GOOD - Let exceptions propagate, handle at boundary
@app.get("/users/{user_id}")
async def get_user(user_id: int):
user = await user_service.get(user_id)
if not user:
raise UserNotFoundError(user_id)
return user
Core Principles
- Raise low, catch high - Throw exceptions where errors occur, handle at API boundaries
- Domain exceptions - Create semantic exceptions, not generic ones
- Global handlers - Use
@app.exception_handler()for centralized error formatting - No bare except - Always catch specific exceptions
- Preserve context - Use
raise ... from errorto keep original traceback
Quick Start
1. Define Domain Exceptions
from enum import StrEnum
class ErrorCode(StrEnum):
USER_NOT_FOUND = "user_not_found"
INVALID_CREDENTIALS = "invalid_credentials"
RATE_LIMITED = "rate_limited"
class DomainError(Exception):
"""Base exception for all domain errors."""
def __init__(self, code: ErrorCode, message: str, status_code: int = 400):
self.code = code
self.message = message
self.status_code = status_code
super().__init__(message)
class UserNotFoundError(DomainError):
def __init__(self, user_id: int):
super().__init__(
code=ErrorCode.USER_NOT_FOUND,
message=f"User {user_id} not found",
status_code=404
)
What ships with it
4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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 · 231 lines · 95 tokens per session scan A 0cf8e5dbc8c9
error-handling is a skill published in the GitHub repository jiatastic/open-python-skills (9 stars, last pushed 7mo ago), licensed MIT. It adds 95 tokens to every session and 1,705 once invoked, about $0.0005 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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