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Use BEFORE writing or running any Drizzle migration that touches the `interactions` table (or any other very large, write-hot table). The interactions table is the platform's biggest, append-heavy table — every LLM proxy call writes a row — so a careless…
Use when writing, editing, restructuring, or auditing Archestra documentation under docs/pages/ — new feature docs, page rewrites, sidebar and information-architecture changes, tone or copy fixes, diagrams, and docs screenshots.
Use when investigating Archestra bugs or incidents — staging issues, backend 50x errors, Drizzle failed queries, DB connection pressure, deploy regressions, or Kubernetes/runtime symptoms. Orientation only; defers the process to /investigate.
Use when modifying Archestra frontend Next.js/React code, UI components, forms, TanStack Query hooks, generated API client usage, frontend copy, or documentation links.
Runs rolling beta releases, stable patches, and complete stable-line cutovers. Use when backporting fixes, cutting or retiring release branches, configuring release protections, testing artifacts, recovering failed runs, or approving releases.
Use when adding or changing Archestra backend routes, models, services, API request/response schemas, endpoint permissions, or OpenAPI/codegen for the generated API client.
Use when adding an LLM provider, changing proxy adapters or provider routes, fixing streaming/tool-call translation bugs, editing model fetchers or model handling, or touching provider credentials/enums and model constants.
Use when asked to add an Archestra PR to the merge queue, monitor it through merge, or diagnose and repair merge-group CI failures. Own the requested PR until merged or an actionable blocker; opening a PR alone does not start this workflow.
Run a design arena: a coordinator fans out N subagents (default 7) that each prototype one UI section through a different lens, switchable in-app via a temporary prototype selector, refined in rounds.
Use when writing, debugging, or running Archestra Playwright e2e tests, API/UI fixtures, WireMock-backed tests, local/CI e2e setup, or test selectors.
Migrate an existing agentic PoC/pilot (Claude Code project files, MCP configs, hooks, local tools, openclaw config, or similar hand-rolled setup artifacts) into an Archestra instance. Use when the user wants to move, port, or convert an existing agentic setup…
Use for test selection and quality across backend, frontend, and e2e; load its backend reference for Vitest projects, mocking, DB fixtures, and performance.
Use when opening or updating an Archestra pull request to write an accurate conventional title and a practical, evidence-based description.
Reclaim unused Archestra development worktrees, local branches, processes, and OrbStack Kubernetes resources while preserving the active Tilt stack and unfinished work.
Map-reduce a finished archestra-bench run into a Tier-1/Tier-2 improvement report using Claude subagents (same analysis as the Rust analyzer, no API key).
Use when changing Drizzle schemas, generating migrations, editing migration SQL, creating data-only migrations, diagnosing drizzle-kit check failures, or resolving migration/generated-client conflicts.
Use when changing Archestra tracing, metrics, OpenTelemetry, Tempo, Grafana, Prometheus, LLM/MCP spans, observability labels, or local observability setup.
Use when asked to sweep, clean up, or revisit pnpm overrides and minimumReleaseAge exclusions in platform/pnpm-workspace.yaml — unwinding a matured temporary CVE pin once its fix has cleared the 7-day window, or removing an override the dependency graph has…
Use when editing Rust in this repo — the NAPI crates under platform/archestra-rs (app-runtime, image, and sandbox core/-rs crate pairs plus napi-loader, with their generated TypeScript bindings) or the standalone ai-labs Rust workspace…
Use when adding a new MCP server to the public MCP catalog (mcp-catalog/data) or preparing/reviewing a catalog-entry PR. Derives the entry name from the server URL, live-probes remote servers to fill in tools/transport/auth, fetches and encodes the icon, and…
Use for visual design direction on greenfield, user-facing surfaces — marketing and landing pages, generated apps, portfolio-style or standalone pages. NOT for routine Archestra platform UI work (dashboards, data tables, settings, forms, existing components)…
Collect a complete system-access request from the user and file it via the IT service desk. Use when someone asks to request, grant, or set up system/application access for an employee.
Decode an encoded message using the bundled cipher scripts. Use when handed a hex-encoded or otherwise scrambled blob and asked for its plaintext; run the scripts rather than reasoning about the bytes by hand.
Provides the Q3 sales ledger workbook for reporting tasks. Use when a task asks you to compute bonuses or totals over the sales ledger; the data lives only in this skill's bundled workbook.
Summarize a text file into a short digest.
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