type: autonomous

prompt: Plan and execute the nightly Maris memory sync, validate all JSONL files, upload the dataset, and report completion status with any follow-up actions.

workflow: nightly-sync

status: ready

priority: high

risk_level: medium

actor: Maris AI

project_area: data

source: maris-production-bootstrap


type: autonomous

prompt: Run a release readiness audit that checks backend tests, frontend validation, model artifacts, and deployment prerequisites before a production push.

workflow: release-readiness

project_area: platform

source: maris-production-bootstrap


type: autonomous

prompt: Review a freshly trained model directory, verify namespace compliance, ensure Maris metadata is present, and summarize whether the model is safe to publish.

workflow: model-card-compliance

risk_level: low

project_area: training

source: maris-production-bootstrap


type: autonomous

prompt: Investigate a failed CI run, collect the failing job logs, identify the regression area, and prepare a concise remediation brief for the maintainer.

workflow: ci-triage

status: queued

project_area: github-actions

source: maris-production-bootstrap


type: autonomous

prompt: Audit evaluation history for regressions, flag any pass-rate drops, and produce an operator-facing summary with recommended next checks.

workflow: eval-regression-review

priority: medium

project_area: operations

source: maris-production-bootstrap


type: autonomous

prompt: Curate newly added bootstrap records, remove near duplicates, preserve category balance, and emit a final dataset summary for training approval.

workflow: dataset-curation

source: maris-production-bootstrap


type: autonomous

prompt: Perform a chat routing smoke test by sending representative prompts through the orchestration layer and checking whether each request reaches the expected specialist path.

workflow: chat-routing-smoke-test

project_area: backend-rust

source: maris-production-bootstrap


type: autonomous

prompt: Inspect the operations dashboard feeds, compare live status with the last polling snapshot, and flag stale panels or missing runtime indicators.

workflow: ops-dashboard-health

project_area: frontend

source: maris-production-bootstrap


type: autonomous

prompt: Verify the public chat Space deployment assets, sync script targets, and runtime configuration before approving a Hugging Face Space rollout.

workflow: chat-space-verification

project_area: huggingface

source: maris-production-bootstrap


type: autonomous

prompt: Run a multilingual persona QA pass that checks Latvian and English prompt handling, persona metadata, and tone consistency across representative tasks.

workflow: persona-qa

project_area: core-python

source: maris-production-bootstrap


type: autonomous

prompt: Perform a secrets and governance review over recent changes, confirm no sensitive values appear in bootstrap data, and log any remediation recommendations.

workflow: security-governance-review

risk_level: high

project_area: governance

source: maris-production-bootstrap


type: autonomous

prompt: Prepare the voice stack for release by checking formatting, linting, tests, build output, and operator notes for deployment readiness.

workflow: voice-release-prep

project_area: voice-rust

source: maris-production-bootstrap