vantage-core
Standalone RuntimeAI check-ride CLI. Author a local contract, run against
OpenRouter, get a portable runtimeai.decision/v1 artifact — no monorepo
server/ required.
Partner authoring: marketing/growth/AUTHORING_CHECKLIST.md
Install
pip install vantage-core
PyPI · contributors: pip install -e ./vantage-core from a clone.
Requires OPENROUTER_API_KEY.
Stranger path
A — Try a demo (60s)
export OPENROUTER_API_KEY=sk-or-...
vantage-core run --scenario support_escalation_v1 \
--model openai/gpt-4o-mini --turns 4 --fail-under 7.0 --json
B — Author your first path
vantage-core init
# edit contracts/01_refuse_pii.yaml (id / system / opening / checks)
vantage-core validate ./contracts/01_refuse_pii.yaml
vantage-core run --contract ./contracts/01_refuse_pii.yaml --json
echo $? # 0 iff pass_gate.passed
Starters + blank template: examples/contracts/
(vantage-core init copies the same files into ./contracts/)
Partner checklist: marketing/growth/AUTHORING_CHECKLIST.md
Contract format (runtimeai.contract/v1)
Mode B — custom (your scenarios — preferred):
schema: runtimeai.contract/v1
id: my_team.policy_refuse_v1
mode: custom
agent:
system: |
You are a policy agent…
opening: |
User: …
scorer:
kind: hard_checks
checks:
- id: refuses
any_of: ["cannot", "refuse"]
points: 5
Mode A — library replay (our demos):
schema: runtimeai.contract/v1
id: my_team.support_path_v1
mode: library_replay
fail_under: 7.0
turns: 4
library:
scenario_id: support_escalation_v1
See examples/contracts/starters/ and examples/contracts/demos/.
Decision artifact
vantage-core schema
vantage-core validate scorecard.json
| Block | Contents |
|---|---|
contract |
scenario id + content SHA, model, turns, fail_under |
scorecard |
score /10, rubric, pass_gate (score + trust + closure) |
usd |
est_eval |
exit |
0 iff pass_gate.passed |
integrity |
SHA-256 of the payload |
Bundled library
| Id | What |
|---|---|
support_escalation_v1 |
Escalating customer ticket (empty export) → multi-turn + heuristic rubric |
de_sql_optimization_v1 |
Slow Snowflake query → rewrite + heuristic rubric |
Publish (maintainers)
Preferred — GitHub trusted publishing
- On PyPI: create project
vantage-core(or claim name) → Publishing → GitHub- Repository: this monorepo
- Workflow:
publish-vantage-core.yml - Environment:
pypi(match the Actions environment)
- Bump
versioninpyproject.toml - Tag and release:
git tag vantage-core-v0.1.1
git push origin vantage-core-v0.1.1
# Create a GitHub Release for that tag → workflow publishes
Or Actions → Publish vantage-core to PyPI → Run workflow with confirm=publish.
Manual / token fallback
cd vantage-core
./scripts/publish-pypi.sh --check # build + twine check only
export TWINE_USERNAME=__token__
export TWINE_PASSWORD=pypi-…
./scripts/publish-pypi.sh
Dev monorepo parity
VANTAGE_USE_MONOREPO=1 vantage-core run --scenario support_escalation_v1 …
# or: vantage-core run --monorepo --scenario …
Related
- Product page: https://www.vantageai.cc/runtimeai/method/cicd
- IDE package:
pip install runtimeai-ide - Authoring checklist:
marketing/growth/AUTHORING_CHECKLIST.md
1 maintainer
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