Pictovap 0.7.7
Pictovap 0.7.7
Pictovap 0.7.7 makes the external contributor path faster to verify and keeps
vision-backed metadata requests within an explicit completion budget.
Contributor workflow
make contribution-checkruns tests, lint, type checks, documentation links,
and security hygiene without requiring Node/npm.make installfails early with an actionable message on Python versions below
3.10.- Provider and CMS scaffolds avoid pytest collection warnings for names that
begin withtest. - Standalone plugin documentation now explains the
--outputparent-directory
behavior and the exact generated package path.
Vision token budgets
Built-in vision templates now pass bounded output budgets to LM Studio and
Gemini: 128 for minimal, 384 for technical, and 512 for travel_blog and
ecommerce. Custom templates can set VisionTemplate.max_output_tokens between
64 and 4096.
Verification
- 241 unit tests passed.
- Clean-clone contributor simulation passed on Python 3.11.
- Standalone provider and CMS package tests, plugin discovery, and wheel smoke
tests passed.