vstack 0.52.0

vstack 0.52.0

Organizational behavior, practiced on AI agents. vstack is a curated library
of 34 diagnostic patterns drawn from organizational behavior, social psychology,
and group dynamics — each rewritten for the domain of AI agents rather than
human teams.

Install

pip install valanistack==0.52.0

Optional extras: [anthropic], [openai], [ollama], [mcp], [api],
[browser], [langchain], [langgraph], [crewai], [llamaindex],
[pydantic-ai], [adapters], [all].

Docker:

docker pull ghcr.io/valani9/vstack:0.52.0

What changed in this release

The Action's CI UX is now complete: gate · annotate · comment.

Added

• GitHub Action comment input + output — set comment: vstack-comment.md
  and the Action writes the findings summary (Markdown) to that path; the
  example workflow posts it as a sticky PR comment via
  marocchino/sticky-pull-request-comment, so findings land in the PR
  conversation (not just the job summary). Complements the existing build
  gate (fail-on) and code-scanning annotations (sarif). +1 test.

Compatibility

• All tests pass. Opt-in; no breaking changes.

Verify the install

vstack-doctor          # 25+ install checks
vstack-hello           # 30-second end-to-end demo

Resources

• Docs — hosted mkdocs site
• CHANGELOG — full history
• Patterns index — all 34 patterns + literature anchors
• Security policy