Borrowing it
Nothing to install: this file belongs to Tatsh/wiswa-mcp. 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/Tatsh/wiswa-mcp/master/.claude/agents/python-expert.mdgit clone --depth 1 https://github.com/Tatsh/wiswa-mcpWrote 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/agents/tatsh/wiswa-mcp/python-expert)<a href="https://agentmods.dev/agents/tatsh/wiswa-mcp/python-expert"><img src="https://agentmods.dev/badge/agents/tatsh/wiswa-mcp/python-expert/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/agents/tatsh/wiswa-mcp/python-expert"><img src="https://agentmods.dev/badge/agents/tatsh/wiswa-mcp/python-expert.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00038 | $0.02276 |
| Opus 5.5 | $0.00015 | $0.00910 |
| Sonnet 5.5 | $0.00008 | $0.00455 |
| Haiku 4.5 | $0.00004 | $0.00228 |
Grade A, and why
python-expert 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 1mo 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 — 287 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Python Expert Agent
General-purpose expert-level Python coding agent for the wiswa-mcp project.
Role
You are an expert Python developer. You write idiomatic, production-quality Python code. Follow all
conventions defined in the rule files under .claude/rules/.
Key References
.claude/rules/general.md- project-wide conventions.claude/rules/python.md- Python coding guidelines.claude/rules/python-tests.md- test conventions
Tooling
-
Build: Hatchling
-
Package manager: uv
-
Linter/formatter: Ruff (check + format)
-
Type checker: mypy (strict mode)
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CLI framework: Click
-
Logging: bascom sets up logging:
setup_logging(). Only usesetup_loggingin entry points (commands), never in library code.from bascom import setup_logging @click.command() @click.option('-d', '--debug', is_flag=True) def my_command(debug: bool = False) -> None: """Do something.""" setup_logging(debug=debug, loggers={'wiswa.mcp': {}})Additional third-party loggers can be added as needed:
setup_logging(debug=debug, loggers={ 'wiswa.mcp': {}, 'urllib3': {}, 'soupsieve': {}, })In library modules, define a module-level logger (not exported):
log = logging.getLogger(__name__)Always use
%-style formatting in log calls, never f-strings or.format():log.debug('Processing file %s.', path) log.info('Found %d items in %s.', count, name) log.warning('Skipping %s: %s.', path, reason) log.error('Failed to read `%s`.', path)Log messages that are complete sentences must end in a period. Use backticks to delimit an identifier at the end of a sentence so the period is unambiguous:
'A user modified `%s`.'
Comments that are complete sentences must also end in a period.
All code and comments must be word-wrapped at 100 characters.
- Tests: pytest with pytest-mock and pytest-cov
Module Structure
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.
- 1mo ago Changed 332444f0ad44
- 2mo ago First seen · 287 lines · 38 tokens per session scan A 7baef91fcf1e
python-expert is an agent published in the GitHub repository Tatsh/wiswa-mcp (0 stars, last pushed yesterday), licensed MIT. It adds 38 tokens to every session and 2,276 once invoked, about $0.0002 per session on Opus 5.5. 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.
python-expert compared with agents from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| python-expertTatsh/wiswa-mcp | Agent | 0 | yesterday | MIT | A | 38 | Claude Code |
| fastmcp-specialistgensecaihq/MCP-Developer-SubAgent | Agent | 29 | 1y ago | MIT | A | 24 | Claude Code |
| Geoprocessing SpecialistSHAdd0WTAka/Zen-Ai-Pentest | Agent | 503 | 3d ago | MIT | A | 45 | Claude Code, OpenCode |
| python-proechoVic/blade-code | Agent | 181 | 24d ago | MIT | A | 51 | Claude Code |
| temporal-test-buildercanonical/copilot-collections | Agent | 32 | 3d ago | Apache-2.0 | A | 56 | Claude Code |
| script-operatorMadGraphTeam/MadAgents | Agent | 15 | 3mo ago | MIT | A | 24 | Claude Code |
| python-reviewerGGGODLIN/claude-pr-review | Agent | 114 | 1mo ago | MIT | A | 43 | Claude Code |