nteract

nteract

@nteract Organization

GitHub
11 Skills
2101 Total Stars
November 2026 Joined

Public Skills

daemon-dev

by nteract

Develop, debug, and manage the runtimed daemon, Python bindings, and build system. Use when working on daemon code, kernel issues, maturin builds, or xtask workflows.

CLI Tools 191 9d ago

repl

by nteract

Use nteract notebooks as a persistent Python REPL. Trigger this skill whenever you're about to run python3 -c, write a throwaway .py script, or chain multiple shell commands for data exploration, analysis, plotting, or iterative computation. Notebooks preserve state between cells, show rich output, and can be used in realtime with users.

Automation 191 11d ago

repl

by nteract

Use nteract notebooks as a persistent Python REPL. Trigger this skill whenever you're about to run python3 -c, write a throwaway .py script, or chain multiple shell commands for data exploration, analysis, plotting, or iterative computation. Notebooks preserve state between cells, show rich output, and can be used in realtime with users.

Automation 191 11d ago

automerge-sync

by nteract

Automerge sync protocol internals, document model (OpSet, ChangeGraph, fork/merge, save/load lifecycle), and higher-level protocol design patterns. Use when debugging sync failures, reasoning about convergence, changing reconnection logic, working with document structure, diagnosing panics in op application, adding new sync streams, or evaluating architectural patterns from automerge-repo and samod.

Code Gen 191 16d ago

mcp-session-lifecycle

by nteract

Understand the MCP server session lifecycle: attachment ownership, proxy supervision, daemon reconciliation, explicit notebook routing, readiness, scoped subscriptions, rejoin races, and room eviction. Use when working on runt-mcp, runt-mcp-proxy, daemon_watch.rs, or notebook attachment lifetimes.

Auth 191 21d ago

frontend-dev

by nteract

Frontend development for nteract UI/product surfaces, Elements fixtures, hot reload, dev daemon setup, MCP server workflow, TypeScript bindings via ts-rs, and reactive state work that touches RxJS streams, useSyncExternalStore stores, or WASM-backed notebook/runtime projections.

CLI Tools 191 1mo ago

releasing

by nteract

Release and version the project. Only invoke manually.

CLI Tools 191 1mo ago

execution-pipeline

by nteract

The end-to-end cell execution pipeline from MCP tool call through daemon to kernel and back. Use when debugging execution failures, understanding output timing, investigating why outputs are missing or stale, or modifying the execute/run-all flow. Covers required_heads, CellQueued, RuntimeStateDoc polling, output-sync grace, and output resolution.

Processing 191 1mo ago

testing

by nteract

Run tests, verify changes, and collect diagnostics. Use when running tests, writing new tests, verifying code changes before commit, or collecting logs for debugging.

CLI Tools 191 1mo ago

nteract-diagnostics

by nteract

Pull and triage submitted nteract diagnostics archives from Cloudflare using a diagnostics id/token. Use when investigating "submit logs" reports, runtimed/notebook/MCP diagnostic archives, telemetry diagnostics uploads, or failures where the user gives an id and token.

CLI Tools 191 1mo ago

architecture

by nteract

Architecture and documentation framing for cross-cutting repo decisions, docs taxonomy placement, ADRs, memos, PRDs, implementation plans, audits, measurements, runbooks, and source-grounded proposals. Use when deciding where durable docs belong, drafting or moving architecture/product/design docs, or promoting .context/ notes into repo docs. Do not use for routine code changes unless they require durable cross-functional documentation.

Design 191 4mo ago