18studio

Work with Open Knowledge Format (OKF) bundles in this repository. Use when the user mentions OKF, Open Knowledge Format, knowledge bundle, OKF bundle, agent-readable knowledge, LLM wiki, concepts, frontmatter, validation, indexing, graph generation, search, RAG, reading, writing, or editing OKF concepts. Prefer the MCP server named simple-okf from .mcp.json for OKF content operations.

Work with the repository's 7D process registry over OKF concept types. Use when validating 7D usage, generating reports by lifecycle stage, deriving feature progress, or creating/editing 7D lifecycle artifacts without changing OKF format.

Interview the user relentlessly about a plan or design. Use when the user wants to stress-test a plan before building, or uses any 'grill' trigger phrases.

Work with Yandex SpeechKit speech-to-text, especially STT v3 over gRPC. Use when Codex needs to choose between streaming, synchronous, or asynchronous recognition; prepare audio for SpeechKit; generate or write clients from the cloudapi proto files; configure STT v3 request options; troubleshoot authentication, folder ID, format, or session issues; or post-process SpeechKit transcripts into plain text, timestamps, subtitles, or structured output.

Manage Yandex Tracker spaces through the REST API. Use when Codex needs to work with any documented Tracker API function: issues, issue filters, checklists, comments, attachments, bulk operations, fields, projects, portfolios, goals, queues, automation, boards, dashboards, components, issue types, statuses, resolutions, priorities, worklogs, imports, links to external applications, or users in a Yandex Tracker organization.

Manage Avito business workflows through the `avito-py` Python SDK from `p141592/avito_python_api`. Use when Codex needs to analyze Avito listings, paid promotion, chats, calls, CPA leads, orders, delivery, labels, stock, reviews, ratings, realty pricing/bookings, jobs/vacancies/applications/resumes, account balance, employees, phones, tariffs, or Autoload diagnostics.