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/finom/vovk/pythonnpx skills add finom/vovk --skill pythongit clone --depth 1 https://github.com/finom/vovkWhat 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 | $0.00261 | $0.03406 |
| Opus 5 | $0.00130 | $0.01703 |
| Sonnet 5 | $0.00052 | $0.00681 |
| Haiku 4.5 | $0.00026 | $0.00341 |
Grade A, and why
python 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 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
description: The Vovk.ts Python client — generating a typed Python package from a Vovk API with `vovk-python`, the `py` / `pySrc` templates, `TypedDict` shapes, JSON + JSON Lines consumption, client-side validation, and How it starts
The opening of the file, as written. The whole thing — 350 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Vovk.ts Python client
vovk-python generates typed Python package from same .vovk-schema/ artifacts driving TS client. One source of truth, multi-language.
Experimental — generated API may shift between Vovk versions. Pin version on consume.
Scope
Covers:
- Install
vovk-python+ generate Python package. - Templates:
py(standalone) vspySrc(source files to embed). - Auto-gen config in
vovk.config.mjs. - Call shape (
TypedDictper[MethodName][Input|Output|Body|Query|Params]). - JSON Lines streaming via Python generators.
- Client-side validation toggle.
- PyPI publishing flow.
Out of scope:
- Procedure / controller authoring →
procedureskill. vovk bundlegeneral (TS, Rust) →bundleskill.- Server-side JSON Lines →
jsonlinesskill. - OpenAPI spec tuning →
openapiskill.
Install + generate
npm i -D vovk-python
Standalone package
Emits complete Python package (PyPI-ready). Canonical output dir ./dist_python (hello-world convention):
npx vovk generate --from py --out ./dist_python
Output:
dist_python/
src/<package_name>/__init__.py # RPC functions + TypedDict definitions
src/<package_name>/api_client.py # HTTP client
src/<package_name>/py.typed # Type-hint marker
src/<package_name>/schema.json # Generated schema
pyproject.toml # hatchling build backend
setup.cfg
README.md
Embedded source
Emits .py files only — drop into existing Python project:
npx vovk generate --from pySrc --out ./python_src
Auto-generate with composed client
Wire Python into vovk generate → runs alongside TS:
// vovk.config.mjs
const config = {
composedClient: {
fromTemplates: ['js', 'py'],
},
};
export default config;
Bake prod API URL via clientTemplateDefs.py.outputConfig.origin — generated client uses this by default. Pattern from hello-world:
// vovk.config.js
const PROD_ORIGIN = 'https://hello-world.vovk.dev';
const config = {
composedClient: { fromTemplates: ['js', 'py'] },
clientTemplateDefs: {
py: {
extends: 'py',
outputConfig: { origin: PROD_ORIGIN },
// composedClient: { outDir: './dist_python' }, // override output dir if needed
},
},
};
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 · 350 lines · 261 tokens per session scan A 801ed9a6e33c
python is a skill published in the GitHub repository finom/vovk (52 stars, last pushed 5d ago), licensed MIT. It adds 261 tokens to every session and 3,406 once invoked, about $0.0013 per session on Opus 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 2026-08-30.
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