HomenShum/NodeBenchAI

Entity intelligence for any company, market, or question — not a chatbot that answers once, but a system that synthesizes with sources, turns each run into a reusable artifact, and watches for change later. Five-surface app + deep-work Workspace, Convex state, and a hosted public research MCP (npx nodebench-mcp).

This repository also configures its own agents. See what NodeBenchAI tells them →

15Stars on the repository
65Mods indexed here, across every type
todayLast push, which is what freshness is scored on
MITLicence, which decides whether bodies are shown

HomenShum/NodeBenchAI

Cursor rule Cursor

Agent-run verdict workflow for contract wiring, backend enrichment, workflow panels, exact verdicts, and verification.

not rated 15 +1 today A 449 tokens original MIT

agentic_reliability

02

HomenShum/NodeBenchAI

Cursor rule Cursor

Agentic Systems Reliability — 8-point checklist for agent-facing infrastructure.

not rated 15 +1 today A 513 tokens original MIT

analyst_diagnostic

03

HomenShum/NodeBenchAI

Cursor rule Cursor

Root-cause diagnosis over bandaid fixes — trace upstream before writing code.

not rated 15 +1 today A 0 tokens original MIT

HomenShum/NodeBenchAI

Cursor rule Cursor

When completing any task (step, feature, fix, plan), always cite back to the user's original request.

not rated 15 +1 today A 0 tokens original MIT

convex_rules

05

HomenShum/NodeBenchAI

Cursor rule Cursor

Guidelines and best practices for building Convex projects, including database schema design, queries, mutations, and real-world examples.

not rated 15 +1 today A 4,645 tokens original MIT

deep_read_audit

06

HomenShum/NodeBenchAI

Cursor rule Cursor

Deep-read audit protocol — full end-to-end reads only, parallel subagents, numbered findings.

not rated 15 +1 today A 0 tokens original MIT

HomenShum/NodeBenchAI

Cursor rule Cursor

Every UI change MUST be visually verified in the running app before declaring done. Code-level changes without visual confirmation are unverified assumptions. But verification is not just "does it render?" — it's "does it belong?".

not rated 15 +1 today A 0 tokens original MIT

forecasting_os

09

HomenShum/NodeBenchAI

Cursor rule Claude CodeCursor

Cursor rule "forecasting_os" from HomenShum/NodeBenchAI, covering forecasting os, architecture, three surfaces, one data spine, cross-reference engine (deterministic, no llm) and trace wrapping.

not rated 15 +1 today A 0 tokens original MIT

gemini_qa_loop

10

HomenShum/NodeBenchAI

Cursor rule Claude CodeCursor needs its repo

Continuous dogfood loop using Gemini 3 Flash vision to score and fix UI/UX issues automatically.

not rated 15 +1 today A 0 tokens original MIT

HomenShum/NodeBenchAI

Cursor rule Cursor

Owner-mode end-to-end workflow for finishing contract, backend, UI, exact status, verification, and workflow documentation.

not rated 15 +1 today A 245 tokens original MIT

reexamine_a11y

13

HomenShum/NodeBenchAI

Cursor rule Cursor

Re-examine accessibility — ARIA, reduced motion, color-blind safety, screen readers, focus management.

not rated 15 +1 today A 452 tokens original MIT

HomenShum/NodeBenchAI

Cursor rule Claude CodeCursor

Every element must earn its place. The default answer to "should we add this?" is no. Reduction is not simplification — it's the discipline to remove everything that doesn't serve the user's immediate task.

not rated 15 +1 today A 0 tokens original MIT

reexamine_keyboard

15

HomenShum/NodeBenchAI

Cursor rule Cursor

Re-examine keyboard efficiency — skip links, shortcuts, tab order, focus traps.

not rated 15 +1 today A 411 tokens original MIT

HomenShum/NodeBenchAI

Cursor rule Cursor

Re-examine performance — progressive disclosure, deferred rendering, smart refresh, lazy loading.

not rated 15 +1 today A 417 tokens original MIT

reexamine_polish

17

HomenShum/NodeBenchAI

Cursor rule Cursor

Re-examine visual polish — skeleton loading, staggered animations, transitions, micro-interactions.

not rated 15 +1 today A 465 tokens original MIT

reexamine_process

18

HomenShum/NodeBenchAI

Cursor rule Cursor

Re-examine for 11/10 — the fresh-eyes quality pass after completing any non-trivial work.

not rated 15 +1 today A 402 tokens original MIT

HomenShum/NodeBenchAI

Cursor rule Cursor

Re-examine error resilience — retry with backoff, partial failures, error boundaries, graceful degradation.

not rated 15 +1 today A 373 tokens original MIT

scenario_testing

20

HomenShum/NodeBenchAI

Cursor rule Cursor

Scenario-based testing mandate — no shallow tests, real human behavior, scale + duration axes.

not rated 15 +1 today A 0 tokens original MIT

self_direction

21

HomenShum/NodeBenchAI

Cursor rule Cursor

Self-direction — never wait, decide and act immediately.

not rated 15 +1 today A 221 tokens original MIT

swarm_orchestration

22

HomenShum/NodeBenchAI

Cursor rule Cursor

Master multi-agent orchestration using Claude Code's TeammateTool and Task system. Use when coordinating multiple agents, parallel code reviews, pipeline workflows, or self-organizing task queues.

not rated 15 +1 today A 37 tokens original MIT

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