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winkComposer

winkComposer — composable streaming intelligence. Build streaming pipelines in JavaScript using a fluent, chainable flow language. Composable building blocks from edge devices to the cloud.

Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-24T20:38:26.114Z. Cached copy · Source on winkjs.org

# winkComposer

> winkComposer — composable streaming intelligence. Build streaming pipelines in JavaScript using a fluent, chainable flow language. Composable building blocks from edge devices to the cloud.

## Home

- [winkComposer - Composable Streaming Intelligence](https://composer.winkjs.org/): Turn streaming data into actionable insights — from edge to cloud. Composable building blocks, AI-native via MCP. Part of the winkJS ecosystem.
- [Home](https://composer.winkjs.org/docs): Build streaming pipelines in JavaScript using a fluent, chainable flow language. Composable building blocks from edge devices to the cloud.

## Playground

- [Overview](https://composer.winkjs.org/docs/playground): Interactive demos running live in your browser. Drag sliders, adjust parameters, and inspect messages at each stage of a pipeline.
- [Hello Flow!](https://composer.winkjs.org/docs/playground/hello-flow): Build a temperature monitor in four nodes — smooth noise, detect overheating, confirm persistence, and broadcast an alert. Live and interactive.

### Recipes

- [Overview](https://composer.winkjs.org/docs/playground/recipes): Short, focused guides for common streaming intelligence problems. Each recipe solves one problem with an interactive demo running real nodes in your browser.
- [Gradual Drift](https://composer.winkjs.org/docs/playground/recipes/gradual-drift): Catch slow sensor drift buried in noise using fast/slow exponential smoothing crossover, Page-Hinkley change detection, and persistence confirmation.
- [Directional Trend](https://composer.winkjs.org/docs/playground/recipes/directional-trend): A Savitzky-Golay slope kernel converts a signal into its rate of change. Threshold the rate to catch a slow decline before the magnitude alarms.
- [Sudden Shifts](https://composer.winkjs.org/docs/playground/recipes/sudden-shift): A Kalman filter knows what it predicted. When reality disagrees, a chi-squared test fires immediately — no threshold tuning, no accumulated evidence needed.
- [Hidden Parasitic Drain](https://composer.winkjs.org/docs/playground/recipes/hidden-load): A 0.75 amp leakage on a 100 Ah forklift battery — invisible to every dashboard. A control-aware Kalman filter catches it within 70 minutes.
- [PID Loop Hunting](https://composer.winkjs.org/docs/playground/recipes/loop-hunting): Detect a control loop hunting around its setpoint before the actuator fails. Grade the hunting by frequency, not amplitude, with one parameter.
- [Frozen Sensors](https://composer.winkjs.org/docs/playground/recipes/sensor-freeze): A flow that learns normal variability and detects when it disappears. Catches stuck sensors reporting stale data that looks valid to every other check.
- [Subtle Process Shifts](https://composer.winkjs.org/docs/playground/recipes/run-rules): Apply Western Electric run rules to z-scores — eight consecutive above average, two of three beyond 2σ. Catch patterns invisible to threshold alarms.
- [Subsampling with a Deadband](https://compos
…

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Claim my listing on Agent Web Map for winkjs.org:
1. POST https://agentwebmap.com/v1/sites/winkjs.org/claims and keep claim_id and claim_secret private.
2. Publish the verification line "AgentWebMap verification: <token>" (token from step 1) in https://winkjs.org/llms.txt, or use the DNS, meta-tag or well-known method the response describes. This only verifies the listing; your website and domain remain yours.
3. POST https://agentwebmap.com/v1/sites/winkjs.org/verify with {"claim_id": "...", "claim_secret": "..."}.
4. Save the api_key from the answer; it manages the listing (PATCH https://agentwebmap.com/v1/sites/winkjs.org).
MCP equivalent: tools begin_ownership_claim, then verify_domain, at https://agentwebmap.com/mcp. Docs: https://agentwebmap.com/docs#verify

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