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Save and retrieve memories or embeddings via the repo helpers or API. Use when working with embedding config or memory storage.

Navigate this repo quickly to find the correct app, package, or service, and identify the right files for changes.

Operate Temporal workflows in this repo: start, list, inspect, debug, cancel, terminate, and verify Worker Deployment routing.

Build a normalized market-context JSON bundle for a single symbol and timestamp.

Produce normalized fundamentals factors and deltas for one symbol.

Extract structured, source-attributed sentiment context for one symbol.

Operate Temporal workflows with explicit namespace/address: inspect runs, fetch history, debug nondeterminism, reset/cancel/terminate, and inspect task queues.

Create GitHub issues in this repo using the Codex issue template and the gh CLI. Use when the user asks to file/open/create a GitHub issue, track work, or request a Codex implementation run via .github/ISSUE_TEMPLATE/codex-task.md.

Work with GitHub in this repo: PR creation, CI checks, and gh CLI operations.

GitOps workflows for this repo: edit Argo CD/Kubernetes/infra manifests in version control, validate changes, and rely on Argo CD to sync. Use when tasks touch argocd/, kubernetes/, tofu/, ansible/, or deployment/runbook changes, or when asked to roll out services via GitOps.

Run formatting, lint, typecheck, and tests for this repo; use when validating changes or investigating CI failures.

Generate a concise research brief with uncertainty and citations.

Summarize trend, volatility, and liquidity regime from TA time series.

Create, update, or run Ansible playbooks and inventory in this repo for multi-node changes (ansible/). Use for node bootstrap, package installs, or cluster-wide config updates.

Build, push, and deploy services via GitOps in this repo. Use when updating images, manifests, or rolling out changes with Argo CD.

Use for kubectl, CNPG, and kustomize/helm operations in this repo, including rollouts and cluster debugging.

Prepare commits and pull requests for this repo following the PR template and Conventional Commits.

Troubleshoot Tailscale connectivity or access internal services via Tailscale hostnames.