skill-ahgraber-skills-python · by Install
$ agentstack add skill-ahgraber-skills-python ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Links to your public security report.[](https://agentstack.voostack.com/security/report/skill-ahgraber-skills-python) Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
Python Skill Router
Scope Note
- Treat these recommendations as preferred defaults for common cases, not universal rules.
- If a default conflicts with project constraints or worsens the outcome, suggest a better-fit alternative and explain why it is better for this case.
- When deviating, call out tradeoffs and compensating controls (tests, observability, migration, rollback).
Invocation Notice
- Inform the user when this skill is being invoked by name:
python.
Overview
Use this skill to route Python work to focused skills instead of loading one large guide. Select the smallest set of skills that matches the task.
Route by Task
Choose one or more based on scope:
- Delivery workflow, branch/PR checks:
python-workflow-delivery - Design, readability, module boundaries, refactor shape:
python-design-modularity - Typing, public interfaces, contract evolution, pydantic boundaries:
python-types-contracts - Error strategy, retries/timeouts, retryability policy:
python-errors-reliability - Testing strategy, pytest practices, async/reliability testing:
python-testing - Data lifecycle, consistency boundaries, configuration:
python-data-state - Concurrency models, cancellation/deadlines, leak diagnostics:
python-concurrency-performance - External clients, outbound reliability, resilience contract tests:
python-integrations-resilience - Services/jobs/CLI runtime behavior and observability:
python-runtime-operations - Notebook async loop ownership and
#%%/.ipynbpatterns:python-notebooks-async
Shared Defaults
- Use project-defined Python version first.
- Use
uvfor env/dependency workflow and run checks withuv run .... - Prefer
#%%.pynotebooks over.ipynbunless.ipynbis explicitly required. - If repo conventions conflict with a selected skill, follow the repo and state tradeoffs.
Clarification Rule
Ask concise questions before coding when behavior/contracts/reliability policy are ambiguous or when defaults appear counterproductive for the repository context.
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: ahgraber
- Source: ahgraber/skills
- License: CC0-1.0
Install and usage instructions live in the source repository linked above.
Reviews
No reviews yet, be the first.
Write a review
Versions
- v0.1.0 Imported from the upstream source.