Borrowing it
Nothing to install: this file belongs to Dynokostya/just-works. 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/Dynokostya/just-works/main/.claude/skills/python-coding/SKILL.mdgit clone --depth 1 https://github.com/Dynokostya/just-worksWrote 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/skills/dynokostya/just-works/python-coding)<a href="https://agentmods.dev/skills/dynokostya/just-works/python-coding"><img src="https://agentmods.dev/badge/skills/dynokostya/just-works/python-coding/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/skills/dynokostya/just-works/python-coding"><img src="https://agentmods.dev/badge/skills/dynokostya/just-works/python-coding.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00042 | $0.01138 |
| Opus 5.5 | $0.00017 | $0.00455 |
| Sonnet 5.5 | $0.00008 | $0.00228 |
| Haiku 4.5 | $0.00004 | $0.00114 |
Grade A, and why
python-coding 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 17d 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
async def fetch(client: httpx.AsyncClient, url: str) -> dict[str, Any]: How it starts
The opening of the file, as written. The whole thing — 89 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Python Coding
Project conventions override these defaults. Read 2-3 nearby modules and pyproject.toml (Python target, linter, tooling) before writing.
Never rules
- Never
except: pass, and never a broadexcept Exceptionwithout re-raise or logging. Catch specific types; a broad catch makes a typo-inducedKeyErrorlook like a network failure. - Never use naive datetimes.
datetime.now()anddatetime.utcnow()(deprecated since 3.12) return naive values. Usedatetime.now(tz=timezone.utc), andzoneinfo.ZoneInforather thanpytzfor other zones. - Never
randomfor tokens, keys, or session IDs. Usesecrets. - Never
shell=Truewhen any argument can contain external input. Pass an argument list. - Never trust external input in parsers or queries. Parameterize SQL instead of formatting strings, use
yaml.safe_load, neverpickle.loaduntrusted data, and nevereval/execexternal input (ast.literal_evalfor literals). - Never block the event loop in
async def. Notime.sleep(),requests, or synchronous file I/O. Useasyncio.sleep(),httpx, orasyncio.to_thread().
Error handling
Re-raise at I/O boundaries with raise ... from e to keep the original traceback. Use from None only when the cause is irrelevant to the caller. Define custom exception types when callers must tell failure modes apart.
try:
result = await db.fetchrow("SELECT * FROM users WHERE id = $1", user_id)
except asyncpg.PostgresError as e:
raise DatabaseError(f"Failed to query user {user_id}") from e
Log a caught exception with its traceback: logger.exception("API call failed") inside the except block, or exc_info=True at lower levels. logger.error(f"...{e}") loses the traceback.
Resource cleanup
Use a context manager (or finally) for every client, connection pool, and file handle; never create httpx.AsyncClient() or a pool bare. Use AsyncExitStack when entering several async resources in one function.
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.
- 17d ago Changed · -195 lines · -7 tokens per session 3f7e67ff1591
- 2mo ago First seen · 284 lines · 49 tokens per session scan A cbacd9774bd7
python-coding is a skill published in the GitHub repository Dynokostya/just-works (14 stars, last pushed 10d ago), licensed Apache-2.0. It adds 42 tokens to every session and 1,138 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-09-04.
python-coding compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| python-codingDynokostya/just-works | Skill | 14 | 10d ago | Apache-2.0 | A | 42 | Claude Code |
| matlabK-Dense-AI/scientific-agent-skills | Skill | 56k | 4d ago | MIT | A | 44 | Claude Code |
| pennylaneK-Dense-AI/scientific-agent-skills | Skill | 56k | 4d ago | MIT | A | 74 | Claude Code |
| holoscan-install-wheelNVIDIA/skills | Skill | 3.9k | yesterday | Apache-2.0 | A | 34 | Claude Code, Codex |
| future-self-liteTHU-MAIC/OpenMAIC | Skill | 43k | yesterday | MIT | A | 20 | Claude Code, Codex |
| rocm-kernelshuggingface/kernels | Skill | 783 | yesterday | Apache-2.0 | A | 93 | Claude Code |
| typing-exclusion-workergetsentry/skills | Skill | 1.1k | yesterday | Apache-2.0 | A | 57 | Claude Code |